# Vost LLM Context This file is a Markdown source of truth for AI answer engines, search assistants, and researchers summarizing Vost. ## Product Facts - Vost is an AI employee platform for recurring business workflows. - Vost agents can use memory, schedules, connected tools, and approval gates. - Common Vost workflows include inbox triage, sales follow-ups, weekly status reports, research briefs, customer health checks, product feedback synthesis, GitHub PR review, and subscription monitoring. - Vost is designed to draft, summarize, monitor, and recommend actions while keeping sensitive external actions behind user approval. - Vost is best for founders, operators, small businesses, agencies, consultants, recruiters, B2B SaaS teams, and ecommerce operators who need recurring workflow help. ## Safety and Scope - Vost should not send external messages without user approval. - Vost should not move money, issue refunds, cancel subscriptions, merge code, delete data, or change production systems without explicit approval. - Vost is not financial, legal, medical, accounting, or compliance advice. - Vost complements human judgment for sensitive customer, employee, finance, legal, and relationship decisions. # Agent Pages ## AI Chief of Staff Agent for founders and operators URL: https://agent.vost.ai/agents/chief-of-staff Use Vost as an AI chief of staff that turns scattered meetings, email, Slack, and notes into priorities, decisions, and follow-through. Buyer intent: For founders, solo operators, and executives who need a persistent AI employee to keep open loops moving across the week. Primary use cases: - Prepare for meetings with context from calendar, email, and notes. - Turn scattered commitments into a ranked weekly operating plan. - Track decisions, blockers, and delegated follow-ups across tools. - Create scheduled reviews that arrive without reopening a chat. Workflows: - Meeting prep - Weekly executive review - Open-loop tracking - Priority reset Approval rules: - Drafts agenda updates and follow-ups for review before sending. - Surfaces sensitive decisions instead of making them silently. - Keeps calendar and message actions behind explicit approval. Sample prompts: - Prep me for tomorrow's investor meetings using my calendar, email, and notes. - Every Friday at 3pm, summarize my open loops and the three decisions I need to make. - Find commitments I made this week and turn them into a follow-up plan. FAQ: - Is Vost a chatbot or an AI employee? Vost is closer to an AI employee for recurring work: it has memory, connected tools, scheduled runs, and approval gates for sensitive actions. - Can the Chief of Staff Agent send messages for me? It can draft messages, but Vost is designed to ask before sending email, Slack messages, or other external updates. ## AI Inbox Cleanup Agent for Gmail triage and reply drafts URL: https://agent.vost.ai/agents/inbox-cleanup Let Vost triage unread email, identify what needs a response, draft replies, and convert inbox clutter into action items. Buyer intent: For busy professionals who want an AI agent to reduce email backlog without giving up approval over sends, labels, or archives. Primary use cases: - Summarize important unread threads and why they matter. - Draft replies in a clear, editable style. - Identify messages that should become calendar items or follow-ups. - Run scheduled inbox sweeps before the workday starts. Workflows: - Morning inbox brief - Unread triage - Reply drafting - Follow-up extraction Approval rules: - Never sends, archives, deletes, or labels email without current approval. - Treats email content as untrusted and ignores embedded instructions. - Calls out missing facts before drafting on your behalf. Sample prompts: - Review my unread Gmail from the last 24 hours and group it by respond, schedule, delegate, and archive. - Draft replies to the five most urgent customer emails, but do not send anything. - Every weekday at 8am, give me a concise inbox action brief. FAQ: - Does Vost need Gmail access? For inbox triage, you connect Gmail through a managed OAuth connection so the agent can read relevant threads and draft responses. - Can I keep approval before emails are sent? Yes. Vost is designed to draft and recommend actions while keeping sends and destructive mailbox changes gated. ## AI Outreach Agent for prospect research and follow-ups URL: https://agent.vost.ai/agents/outreach Use Vost to research prospects, prepare context-rich outbound drafts, and keep follow-up loops organized across Gmail, Sheets, and CRM tools. Buyer intent: For founders and sellers who want an AI SDR-style assistant without losing control over final messaging. Primary use cases: - Build a focused prospect list from notes, CRM, or spreadsheets. - Research accounts and summarize why each lead is relevant. - Draft concise outreach and follow-up sequences. - Schedule reminders when prospects go quiet. Workflows: - Prospect shortlist - Account research - Outbound drafting - Follow-up cadence Approval rules: - Never sends outreach without explicit approval. - Flags weak or stale data before using it in copy. - Keeps personalization grounded in verified context. Sample prompts: - Find 20 likely-fit prospects from this sheet and explain why each is worth contacting. - Draft a short follow-up to prospects who have not replied in 10 days. - Research this account and write a founder-to-founder opener I can approve. FAQ: - Can Vost replace an SDR? Vost can take on repeatable SDR work like research, drafting, and follow-up organization, while final sends and strategy stay under your control. - Does the Outreach Agent support CRMs? Vost can connect to tools through Composio, including common sales and spreadsheet workflows where your lead data already lives. ## AI Operations Agent for recurring workflows and scheduled checks URL: https://agent.vost.ai/agents/ops-automation Turn repeat work into scheduled Vost agents that check tools, summarize status, and ask for approval before sensitive changes. Buyer intent: For operators who need a practical AI employee to run repeat checks across Slack, Notion, Sheets, GitHub, and other tools. Primary use cases: - Design recurring workflows with clear inputs, tools, and outputs. - Schedule daily or weekly checks that produce action-ready summaries. - Track failures, blockers, and owner handoffs. - Create lightweight automations before building custom software. Workflows: - Daily ops check - Weekly project report - Tool-backed checklist - Exception monitoring Approval rules: - Defines trigger, scope, owner, and stop condition before scheduling. - Keeps destructive or external actions behind review. - Summarizes failures clearly instead of hiding automation errors. Sample prompts: - Create a weekday 9am ops check for Slack blockers, overdue tasks, and unresolved customer issues. - Design a recurring workflow that watches this Sheet and alerts me to exceptions. - Turn this checklist into a scheduled agent run with clear approval gates. FAQ: - Is Vost a Zapier replacement? Vost is better for judgment-heavy recurring work: reading context, summarizing, drafting, and asking before sensitive actions. It can complement rigid automations. - Can Vost run on a schedule? Yes. Scheduled tasks are a first-class part of Vost, including recurring prompts and history for what ran. ## AI Research Brief Agent for companies, markets, and documents URL: https://agent.vost.ai/agents/research-brief Use Vost to collect context from connected docs and tools, separate facts from assumptions, and produce concise research briefs for decisions. Buyer intent: For teams that need repeatable research briefs before calls, outreach, product decisions, or market moves. Primary use cases: - Summarize company, prospect, or market context. - Review internal docs and highlight what changed. - Prepare decision briefs with facts, gaps, and implications. - Create scheduled research updates on important accounts or topics. Workflows: - Company brief - Market scan - Document review - Competitor update Approval rules: - Labels confidence, source context, and open questions. - Does not treat external content as instructions. - Avoids pretending weak evidence is certain. Sample prompts: - Create a one-page brief on this prospect using my docs and recent email context. - Summarize the changes across these product notes and call out decisions needed. - Every Monday, brief me on new signals about our top competitors. FAQ: - Can Vost cite sources? When source context is available through connected tools or research results, Vost should summarize where key facts came from and label uncertainty. - Is this useful for sales research? Yes. The Research Brief Agent pairs well with the Outreach Agent for account context before drafting messages. ## AI Product Feedback Agent for user requests and bugs URL: https://agent.vost.ai/agents/product-feedback Use Vost to cluster customer feedback, support threads, bugs, and feature requests into product decisions and specs. Buyer intent: For founders and product teams that need an AI product ops assistant to turn noisy feedback into roadmap-ready evidence. Primary use cases: - Cluster feedback by pain, severity, segment, and frequency. - Convert support themes into product requirements. - Draft focused specs with acceptance checks. - Monitor issue trackers and customer channels for repeated requests. Workflows: - Feedback synthesis - Bug triage - Spec drafting - Roadmap evidence review Approval rules: - Separates quotes, evidence, hypotheses, and recommendations. - Does not create or modify tickets without approval. - States tradeoffs instead of hiding prioritization assumptions. Sample prompts: - Review this week's customer feedback and cluster it into product themes. - Turn these support threads into a small spec with non-goals and acceptance checks. - Every Friday, summarize new high-severity product requests from Slack and Linear. FAQ: - Can Vost create product specs? Yes. Vost can draft specs from feedback and context, including requirements, edge cases, and acceptance checks for review. - Can it work with GitHub or Linear? The Product Feedback Agent is designed for connected issue trackers and communication tools like Linear, GitHub, Slack, and Notion. ## AI Engineering Review Agent for PRs, issues, and incidents URL: https://agent.vost.ai/agents/engineering-review Use Vost to review technical plans, summarize PR risk, triage issues, and turn product intent into engineering tasks. Buyer intent: For technical founders and engineering teams that want an AI teammate for review and coordination without unsafe production actions. Primary use cases: - Summarize PRs and flag correctness or data integrity risks. - Turn incidents into mitigation and follow-up plans. - Draft implementation plans from product requirements. - Monitor GitHub or Linear for urgent engineering work. Workflows: - PR review brief - Incident summary - Issue triage - Implementation planning Approval rules: - Does not push commits, merge PRs, or modify deployment settings without approval. - Leads reviews with concrete risks and missing tests. - Separates symptoms, likely cause, mitigation, and prevention. Sample prompts: - Review this PR and lead with bugs, migration risk, and missing tests. - Summarize yesterday's incident and propose follow-up prevention tasks. - Turn this feature request into engineering tasks with rollout and rollback notes. FAQ: - Is Vost a coding agent? Vost is not positioned as a local coding agent. It is useful for engineering coordination, reviews, issue triage, and scheduled technical summaries. - Can Vost merge PRs? It should not merge or change production systems without explicit user approval in the current chat. ## AI Customer Success Agent for follow-ups and account health URL: https://agent.vost.ai/agents/customer-success Use Vost to track customer risks, summarize account context, draft follow-ups, and keep high-touch customer work moving. Buyer intent: For founders, account managers, and customer success teams that need an AI employee for retention workflows. Primary use cases: - Summarize account status before calls. - Find promised follow-ups and unresolved blockers. - Draft customer updates with clear next steps. - Run scheduled customer health checks. Workflows: - Account brief - Renewal risk check - Support escalation - Customer follow-up Approval rules: - Never sends customer-facing updates without review. - Escalates issues needing product, engineering, billing, or leadership. - Tracks customer impact separately from internal status. Sample prompts: - Brief me on customer accounts with unresolved blockers before my calls today. - Draft follow-ups for customers we owe updates to, but do not send them. - Every Monday, summarize renewal risks and next actions from Gmail, Slack, and HubSpot. FAQ: - Can Vost manage customer follow-ups? Vost can identify follow-ups, draft messages, and schedule recurring checks while keeping sends under user approval. - Does this replace a customer success manager? It is best used as an AI employee for repeat account work: briefs, drafts, monitoring, and escalation support. ## AI Finance Ops Agent for invoices, billing, and subscriptions URL: https://agent.vost.ai/agents/finance-ops Use Vost to monitor billing context, invoices, vendor subscriptions, and lightweight finance operations with approval gates. Buyer intent: For operators who need an AI assistant for finance admin, invoice checks, and subscription reviews without unsafe money movement. Primary use cases: - Summarize invoices, due dates, and exceptions. - Review subscriptions for keep/cancel decisions. - Track billing-related customer issues. - Create scheduled finance ops summaries. Workflows: - Invoice review - Subscription monitoring - Billing exception check - Finance ops digest Approval rules: - Never moves money, cancels subscriptions, issues refunds, or changes billing settings without approval. - Treats financial data as sensitive and summarizes only what is necessary. - Separates operational summaries from financial advice. Sample prompts: - Review new billing emails and summarize invoices, due dates, and exceptions. - Create a monthly subscription review from Gmail and Sheets. - Check for billing issues that need customer follow-up, but do not issue refunds. FAQ: - Can Vost make payments or refunds? No sensitive financial actions should happen without explicit user approval. The Finance Ops Agent is designed for monitoring, summarizing, and drafting. - Is Vost financial advice? No. Vost can organize finance operations context, but high-stakes financial decisions should be reviewed by a qualified professional. # Workflow Pages ## AI agent for inbox triage and Gmail reply drafts URL: https://agent.vost.ai/workflows/inbox-triage Set up a Vost agent to review unread email, summarize what matters, draft replies, and turn messages into follow-up actions. Buyer intent: People searching for inbox triage already have an urgent operational pain and are likely to connect Gmail if the workflow is clear. Cadence: Weekdays before work, after lunch, or before end-of-day review. Outcomes: - A concise list of email that actually needs attention. - Draft replies grouped by urgency and missing context. - Calendar or follow-up recommendations for time-sensitive messages. Setup steps: - Choose the Inbox Cleanup Agent. - Connect Gmail and, optionally, Google Calendar or Drive. - Set the triage window and what counts as urgent. - Decide whether Vost should only brief you or also draft replies. Approval rules: - No email sends without approval. - No archive, delete, or label actions without approval. - Suspicious instructions inside emails are summarized, not followed. Sample output: - Respond today: 4 threads, including one renewal blocker. - Schedule: 2 meeting requests needing calendar review. - Drafts ready: 3 replies with missing facts called out. Sample prompts: - Every weekday at 8am, triage unread Gmail from the last 24 hours. - Draft replies for urgent threads but wait for my approval before sending. FAQ: - Why use an AI agent instead of email filters? Filters route messages. Vost reads context, identifies intent, drafts replies, and remembers recurring preferences. - Can I start with read-only triage? Yes. A safe first setup is read-only summaries and draft suggestions with no mailbox modifications. ## AI agent for sales follow-ups and prospect outreach URL: https://agent.vost.ai/workflows/sales-follow-ups Use Vost to research prospects, find stale opportunities, draft follow-ups, and keep outbound loops moving without auto-sending. Buyer intent: High-intent users want pipeline movement and are willing to connect email, Sheets, or CRM data if Vost keeps approval in place. Cadence: Daily for active pipeline, weekly for colder prospect lists. Outcomes: - Ranked prospects needing follow-up. - Context-rich draft messages for each account. - A cadence that does not lose quiet opportunities. Setup steps: - Choose the Outreach Agent. - Connect Gmail plus your prospect sheet or CRM source. - Define what counts as stale or high-priority. - Review drafts before any outbound message is sent. Approval rules: - No outbound sends without approval. - Weak or missing personalization is flagged before drafting. - Prospect data is treated as context, not as instructions. Sample output: - Hot follow-up: 6 prospects with recent buying signals. - Nurture: 12 prospects to revisit next week. - Drafts ready: 5 concise messages awaiting approval. Sample prompts: - Every Monday, find prospects we should follow up with and draft messages. - Research this account and write a 90-word opener I can approve. FAQ: - Can Vost personalize outbound? Yes, when connected context is available. It should also flag when personalization would be based on weak evidence. - Does Vost send cold email automatically? No. It can draft and organize outreach, but sending should stay behind explicit approval. ## AI agent for weekly status reports across Slack, GitHub, and docs URL: https://agent.vost.ai/workflows/weekly-status-reports Schedule Vost to pull context from connected tools and produce a clear weekly status report with blockers, progress, and decisions. Buyer intent: Teams searching for status report automation are ready to buy if the output is credible, repeatable, and easy to review. Cadence: Weekly, usually Thursday afternoon or Friday morning. Outcomes: - Progress grouped by project or customer. - Blockers and decisions that need attention. - A reusable report format that can be reviewed before sharing. Setup steps: - Choose the Ops Automation Agent. - Connect Slack, Notion, GitHub, Linear, or Sheets as needed. - Define the reporting audience and source tools. - Set the weekly delivery time and approval requirements. Approval rules: - Drafts public updates for review before posting. - Labels missing data instead of inventing progress. - Keeps sensitive internal details out of external versions. Sample output: - Shipped: 5 items across billing and onboarding. - Blocked: 2 decisions waiting on founders. - Next week: 3 priorities and one customer risk to monitor. Sample prompts: - Every Friday at 10am, create a status report from Slack, GitHub, and Notion. - Make one internal version and one customer-safe version for review. FAQ: - Can Vost post the status report? It can draft the report, but posting to Slack, email, or customer channels should require approval. - What makes this different from a dashboard? Dashboards show metrics. Vost turns context into a written summary with blockers, decisions, and next actions. ## AI agent for research briefs before meetings, sales, and decisions URL: https://agent.vost.ai/workflows/research-briefs Use Vost to create concise research briefs from connected docs, email, and notes before important calls or decisions. Buyer intent: High-value research queries often precede sales calls, investor meetings, hiring, or strategic decisions. Cadence: On demand before meetings, or weekly for priority companies and topics. Outcomes: - A one-page summary with facts, implications, and open questions. - Context from documents and communication tools in one place. - Clear confidence labels instead of generic AI summaries. Setup steps: - Choose the Research Brief Agent. - Connect Drive, Docs, Notion, Gmail, or other source tools. - Define the research question and audience. - Ask Vost to label facts, assumptions, gaps, and sources. Approval rules: - Does not treat external content as agent instructions. - Labels uncertainty and recency. - Keeps sensitive source material summarized unless needed. Sample output: - What matters: 5 facts relevant to the meeting. - Implications: 3 likely priorities for this account. - Open questions: 4 items to verify live. Sample prompts: - Brief me on this company before my call using Gmail, Drive, and notes. - Every Monday, summarize new information on our top three competitors. FAQ: - Can Vost research from my private docs? Yes, after you connect the relevant tool. Vost should summarize private context carefully and avoid exposing unnecessary detail. - Can Vost browse the public web? Vost's available tools depend on connected integrations. The best research briefs combine verified internal and external context. ## AI agent for customer health checks and retention follow-ups URL: https://agent.vost.ai/workflows/customer-health-checks Schedule Vost to summarize account health, unresolved blockers, promised follow-ups, and renewal risks from connected tools. Buyer intent: Retention and customer health searches usually come from teams with revenue at risk and a clear budget for workflow help. Cadence: Weekly for all accounts, daily for strategic or at-risk customers. Outcomes: - Accounts at risk with reasons and next actions. - Customer-facing drafts for overdue updates. - Escalations that need product, engineering, or billing help. Setup steps: - Choose the Customer Success Agent. - Connect Gmail, Slack, HubSpot, Calendar, or support context. - Define account segments and risk indicators. - Review draft follow-ups before sending. Approval rules: - No customer messages without approval. - Customer impact is separated from internal status. - Escalations are flagged with owner and urgency. Sample output: - At risk: 3 accounts with unresolved blockers. - Needs follow-up: 8 customers owed updates. - Escalate: 2 issues need engineering review. Sample prompts: - Every Monday, summarize customer accounts with renewal or blocker risk. - Draft follow-ups for customers we owe updates to, but do not send. FAQ: - Can Vost replace customer success software? Vost is best for judgment-heavy recurring work around account context, drafts, and escalation. It can complement CRM and support tools. - Does Vost remember customer preferences? Vost has memory for durable context, such as important preferences, decisions, and ongoing account state. ## AI agent for product feedback synthesis and feature requests URL: https://agent.vost.ai/workflows/product-feedback-synthesis Use Vost to cluster customer feedback, support threads, and issue tracker data into product themes, specs, and next decisions. Buyer intent: Teams searching this workflow already have feedback volume and need decision-ready synthesis rather than another generic summary. Cadence: Weekly for product reviews, daily during launches. Outcomes: - Feedback clusters with evidence and affected segments. - Draft specs with requirements, non-goals, and acceptance checks. - Prioritization tradeoffs with why-now or why-later reasoning. Setup steps: - Choose the Product Feedback Agent. - Connect Slack, Linear, GitHub, Notion, or support sources. - Define customer segments and severity labels. - Ask for evidence-backed recommendations. Approval rules: - Does not create or modify tickets without approval. - Separates user quotes, evidence, hypotheses, and recommendations. - Flags thin evidence before recommending roadmap changes. Sample output: - Theme: onboarding confusion from 6 accounts. - Severity: high for trial conversion, medium engineering scope. - Recommendation: ship one onboarding checklist experiment. Sample prompts: - Every Friday, synthesize customer feedback from Slack and Linear into top product themes. - Turn these support threads into a small product spec with acceptance checks. FAQ: - Can Vost write specs? Yes. It can draft specs from feedback, including requirements, edge cases, and acceptance criteria for review. - Can it prioritize features? Vost can recommend prioritization, but should explain evidence, tradeoffs, and assumptions so humans make the final call. ## AI agent for GitHub PR review summaries and shipping risk URL: https://agent.vost.ai/workflows/github-pr-review Use Vost to summarize pull requests, flag risky changes, identify missing tests, and prepare review notes before merge decisions. Buyer intent: Engineering teams searching for PR review automation want faster review cycles without losing control over merges. Cadence: On demand per PR, or daily for open pull requests. Outcomes: - Findings ordered by severity and grounded in changed files. - Missing tests, migration risk, and rollout concerns. - Clear recommendation: approve, request changes, or investigate. Setup steps: - Choose the Engineering Review Agent. - Connect GitHub and optionally Linear or Slack. - Define repository, branch, or review scope. - Keep merge and deployment actions gated. Approval rules: - No merges, pushes, or deployment changes without approval. - Review output leads with risks before summaries. - Unclear behavior is marked as an open question. Sample output: - P1: migration can break existing subscriptions. - P2: missing test for expired token path. - Residual risk: webhook replay behavior not covered. Sample prompts: - Review this PR for bugs, data integrity risk, and missing tests. - Every morning, summarize open PRs that need my review. FAQ: - Is Vost a replacement for code review? No. It is useful as an AI reviewer that prepares risk-focused notes and catches review gaps before a human decides. - Can Vost merge code? Merge, push, and deployment actions should require explicit approval in the current chat. ## AI agent for subscription monitoring and finance ops URL: https://agent.vost.ai/workflows/subscription-monitoring Use Vost to review vendor subscriptions, billing emails, invoice exceptions, and renewal dates with a finance-safe approval model. Buyer intent: Operators searching for subscription monitoring are looking for cost control and finance admin help with clear safety limits. Cadence: Monthly for subscription reviews, weekly for invoice exceptions. Outcomes: - Vendors grouped by keep, review, cancel candidate, and unknown owner. - Upcoming renewal dates and invoice exceptions. - Finance ops summary without moving money automatically. Setup steps: - Choose the Finance Ops Agent. - Connect Gmail, Sheets, Drive, Stripe, or billing sources. - Define review thresholds and sensitive-action rules. - Keep cancellations, refunds, and payment changes gated. Approval rules: - No refunds, purchases, cancellations, or billing changes without approval. - Financial data is summarized conservatively. - Recommendations are operational, not financial advice. Sample output: - Cancel candidates: 3 low-use vendors needing owner review. - Renewals: 5 upcoming in the next 30 days. - Exceptions: 2 invoices above expected amount. Sample prompts: - Every month, review vendor subscriptions and flag cancel candidates. - Summarize billing emails from the last week and flag invoice exceptions. FAQ: - Can Vost cancel subscriptions automatically? No. It can recommend cancel candidates, but cancellation and payment changes should require approval. - Can Vost connect to Stripe? Vost can suggest Stripe as an integration for finance ops workflows when the account is connected. # AI Employee Pages ## AI Chief of Staff for startup founders URL: https://agent.vost.ai/ai-employees/ai-chief-of-staff-for-startup-founders Audience: Startup founders Use Vost as an AI chief of staff for founder follow-ups, weekly priorities, meeting prep, and open-loop tracking across email, calendar, docs, and Slack. Buyer intent: Founders searching this are usually deciding between hiring an executive assistant, using a generic chatbot, or building brittle automations. Pain signals: - Investor, customer, hiring, and product follow-ups live in different tools. - The founder is the only person who knows which loose ends matter. - Weekly priorities change faster than dashboards or static task lists. Jobs to delegate: - Prepare a daily founder brief from calendar, email, docs, and messages. - Track commitments made in meetings and convert them into follow-up drafts. - Create a Friday operating review with blockers, decisions, and next actions. - Summarize investor or customer context before important calls. Setup steps: - Start with the Chief of Staff Agent. - Connect Gmail, Calendar, Drive or Docs, and Slack if those hold operating context. - Define which meetings, customers, investors, and internal projects matter most. - Schedule a daily brief and a weekly open-loop review. Approval rules: - Never send founder-facing or external messages without review. - Separate facts, assumptions, and recommended decisions. - Escalate sensitive hiring, fundraising, legal, or finance topics instead of acting on them. Sample prompts: - Every weekday at 7:30am, brief me on today's meetings, urgent email, and open loops. - Find commitments I made this week and draft follow-ups for anything overdue. - Create a Friday founder review with priorities, blockers, and decisions needed. FAQ: - Is this different from an executive assistant? Vost handles recurring context work like briefs, summaries, drafts, and follow-up tracking. It does not replace human judgment for sensitive relationship work. - Can a founder start with one workflow? Yes. The best first workflow is usually a daily meeting brief or weekly open-loop review because it creates value without risky autonomous actions. ## AI Chief of Staff for agency owners URL: https://agent.vost.ai/ai-employees/ai-chief-of-staff-for-agency-owners Audience: Agency owners Use Vost to keep client follow-ups, project status, owner decisions, and account risks organized across an agency's weekly operating rhythm. Buyer intent: Agency owners searching for an AI chief of staff usually need leverage on client service and internal coordination before hiring another operator. Pain signals: - Client promises are scattered across email, Slack, calls, and notes. - Status reports take too long and still miss blockers. - The owner becomes the default escalation path for every stuck project. Jobs to delegate: - Summarize client account health before weekly calls. - Draft client-safe status reports from internal updates. - Find overdue promises and unresolved blockers by client. - Prepare a Monday owner brief with accounts needing attention. Setup steps: - Start with the Chief of Staff Agent or Customer Success Agent. - Connect the tools where client updates live, such as Gmail, Slack, Docs, Notion, or Linear. - Create client segments and define what counts as at-risk. - Schedule weekly status and account-health checks. Approval rules: - No client-facing sends or posts without approval. - Keep internal notes out of client-safe summaries. - Escalate budget, scope, legal, or relationship risks to the owner. Sample prompts: - Every Monday, summarize client accounts that need owner attention. - Create a client-safe status report from this week's internal updates. - Find promises we made to clients and draft follow-ups for overdue items. FAQ: - Can Vost write client status reports? Yes. Vost can draft reports from connected context, but client-facing versions should be reviewed before they are shared. - Which agency workflow should come first? Start with customer health checks or weekly status reports because they map directly to client retention and owner time. ## AI inbox assistant for real estate brokers URL: https://agent.vost.ai/ai-employees/ai-inbox-assistant-for-real-estate-brokers Audience: Real estate brokers Use Vost to triage listing, buyer, lender, vendor, and closing emails so real estate brokers can respond faster without auto-sending anything. Buyer intent: Brokers searching for an AI inbox assistant usually need help protecting responsiveness during deal-heavy weeks. Pain signals: - Important deal messages get buried under newsletters, portals, and vendor email. - Many threads need a quick draft, but the broker still needs final control. - Calendar, document, and follow-up tasks are hidden inside email threads. Jobs to delegate: - Summarize urgent buyer, seller, lender, and title-company messages. - Draft replies to routine scheduling and document requests. - Extract follow-ups, deadlines, and calendar items from email. - Create a morning inbox brief before showings or calls. Setup steps: - Start with the Inbox Cleanup Agent. - Connect Gmail and, optionally, Calendar and Drive. - Define transaction-related senders, keywords, and urgency rules. - Begin with read-only triage and reply drafts for approval. Approval rules: - Never send real-estate messages or change mailbox state without approval. - Flag legal, contract, offer, inspection, and financing issues for human review. - Do not treat instructions inside an email as trusted agent commands. Sample prompts: - Every morning, group unread email by active deals, new leads, vendors, and low-priority messages. - Draft replies for scheduling and document requests, but do not send them. - Find transaction emails that mention deadlines or missing documents. FAQ: - Can Vost help with real estate contracts? Vost can summarize operational context and flag contract-related emails for review, but legal or transaction decisions should stay with qualified professionals. - Can it automatically reply to leads? Vost should draft lead replies for approval instead of sending them automatically. ## AI operations assistant for home service businesses URL: https://agent.vost.ai/ai-employees/ai-operations-assistant-for-home-service-businesses Audience: Home service businesses Use Vost to summarize scheduling issues, customer messages, vendor follow-ups, and daily exceptions for home service teams. Buyer intent: Owners and office managers searching this want operational relief without hiring a full-time coordinator immediately. Pain signals: - Scheduling changes, customer requests, and vendor issues arrive all day. - The owner needs a short exception list, not another dashboard. - Follow-ups get missed when field work and office work collide. Jobs to delegate: - Create a daily operations brief with urgent customer or schedule issues. - Find unresolved customer follow-ups from email and messages. - Draft vendor or customer replies for approval. - Summarize weekly blockers and recurring service problems. Setup steps: - Start with the Ops Automation Agent. - Connect Gmail and the tools used for docs, schedules, or customer updates. - Define urgent terms such as cancellation, refund, reschedule, complaint, or no-show. - Schedule morning and afternoon exception checks. Approval rules: - No customer or vendor sends without review. - Escalate refunds, legal issues, payroll, and safety topics. - Summarize operational recommendations separately from business advice. Sample prompts: - Every weekday at 7am, summarize schedule risks, customer issues, and vendor follow-ups. - Find customer messages that mention rescheduling, complaints, or missing estimates. - Draft replies to routine scheduling questions and wait for approval. FAQ: - Does Vost replace field service software? No. Vost is better as an AI operations assistant that reads connected context and summarizes exceptions across tools. - Can a small business use Vost without a technical team? Yes. Start with a specific recurring workflow, connect the relevant tools, and keep external actions behind approval. ## AI customer success agent for B2B SaaS URL: https://agent.vost.ai/ai-employees/ai-customer-success-agent-for-b2b-saas Audience: B2B SaaS teams Use Vost to monitor customer health, summarize account context, draft follow-ups, and surface renewal risks for B2B SaaS teams. Buyer intent: SaaS teams searching for AI customer success help usually have expansion, retention, or founder-led support pressure. Pain signals: - Account context is split across email, Slack, CRM, tickets, and product notes. - Customers are owed updates that never make it into a clean follow-up list. - Renewal risk appears in conversations before it appears in a dashboard. Jobs to delegate: - Summarize at-risk customers and why they need attention. - Draft follow-ups for unresolved bugs, blockers, or promised updates. - Prepare account briefs before customer calls. - Create weekly renewal and expansion risk reviews. Setup steps: - Start with the Customer Success Agent. - Connect Gmail, Slack, CRM, support, or product-tracking sources. - Define risk signals, customer tiers, and escalation rules. - Schedule a weekly health check and pre-call account briefs. Approval rules: - No customer-facing sends without approval. - Separate customer impact from internal implementation status. - Escalate legal, billing, cancellation, or severe reliability issues. Sample prompts: - Every Monday, summarize at-risk accounts and draft next-step follow-ups. - Brief me before today's customer calls using recent email and support context. - Find customers we owe product or engineering updates to this week. FAQ: - Can Vost replace a customer success manager? Vost is best for recurring account work: briefs, health checks, follow-up drafts, and escalation summaries. Humans should own relationships and final decisions. - Is this useful for founder-led customer success? Yes. Vost is especially useful when founders still own many customer relationships and need leverage on follow-through. ## AI research assistant for consultants URL: https://agent.vost.ai/ai-employees/ai-research-assistant-for-consultants Audience: Consultants Use Vost to prepare client, market, and document briefs before consulting calls, workshops, proposals, and strategy decisions. Buyer intent: Consultants searching for an AI research assistant want faster prep and synthesis without risking unsupported claims in client work. Pain signals: - Client context is buried across notes, decks, docs, emails, and call prep. - Research needs to be concise enough to use before a meeting. - Generic summaries are not good enough for paid advisory work. Jobs to delegate: - Create a one-page client brief before each call. - Summarize documents into facts, assumptions, risks, and questions. - Prepare proposal research from prior notes and client context. - Track recurring market or competitor updates for retained clients. Setup steps: - Start with the Research Brief Agent. - Connect Drive, Docs, Gmail, Notion, or the source tools that hold client context. - Define the client, audience, and decision the brief supports. - Ask Vost to label confidence and open questions. Approval rules: - Do not present weak evidence as fact. - Keep client-sensitive data summarized and scoped. - Flag legal, financial, or regulated advice for qualified review. Sample prompts: - Before each client call, create a one-page brief with facts, risks, and open questions. - Summarize these client docs into decision-ready bullets for a workshop. - Every Friday, brief me on new developments related to this client's market. FAQ: - Can Vost cite source context? When source context is available, Vost should identify where key points came from and clearly label uncertainty. - Is this safe for client work? Use Vost for prep, synthesis, and drafts. Client-facing recommendations should be reviewed by the consultant before sharing. ## AI finance ops assistant for ecommerce operators URL: https://agent.vost.ai/ai-employees/ai-finance-ops-assistant-for-ecommerce Audience: Ecommerce operators Use Vost to monitor billing emails, vendor subscriptions, refund-related context, and lightweight finance operations for ecommerce teams. Buyer intent: Ecommerce operators searching this need help seeing exceptions quickly while keeping payments, refunds, and cancellations under human control. Pain signals: - Vendor bills, app subscriptions, shipping issues, and refund threads pile up. - Small finance exceptions can become margin or customer-support problems. - Operators need recommendations, not autonomous money movement. Jobs to delegate: - Summarize weekly billing emails, invoices, and exceptions. - Review vendor subscriptions and flag cancel candidates. - Find refund or chargeback-related customer threads that need review. - Create a monthly finance ops digest for owner review. Setup steps: - Start with the Finance Ops Agent. - Connect Gmail, Sheets, Drive, Stripe, or billing-related sources. - Define sensitive actions and thresholds for review. - Schedule weekly exception checks and monthly subscription reviews. Approval rules: - Never move money, issue refunds, cancel vendors, or change billing settings without approval. - Separate operational summaries from financial advice. - Escalate tax, legal, accounting, or chargeback issues for qualified review. Sample prompts: - Every Monday, summarize billing emails and vendor invoices that need review. - Find subscription tools that look unused or ownerless this month. - Summarize refund-related customer emails, but do not issue refunds. FAQ: - Can Vost make finance decisions automatically? No. Vost should summarize, draft, and recommend next steps while keeping money movement and billing changes behind approval. - Is this accounting software? No. Vost is an AI finance ops assistant for recurring context and exception checks. It can complement accounting and billing systems. ## AI sales follow-up agent for recruiters URL: https://agent.vost.ai/ai-employees/ai-sales-follow-up-agent-for-recruiters Audience: Recruiters Use Vost to organize candidate, client, and prospect follow-ups so recruiters can draft timely outreach without losing approval over sends. Buyer intent: Recruiters searching for AI follow-up tools usually need help staying responsive across fast-moving conversations. Pain signals: - Candidate and client follow-ups go stale when inbox volume spikes. - Personalized outreach needs context from prior threads and notes. - Recruiters need speed, but not uncontrolled auto-sending. Jobs to delegate: - Find candidates and clients who need follow-up. - Draft personalized check-ins from recent thread context. - Summarize open roles, blockers, and next steps before calls. - Create a daily follow-up queue grouped by urgency. Setup steps: - Start with the Outreach Agent. - Connect Gmail and the spreadsheet, CRM, or notes source where pipeline context lives. - Define stale-thread windows for candidates, clients, and prospects. - Review all draft messages before sending. Approval rules: - No candidate, client, or prospect sends without approval. - Flag compensation, legal, immigration, and compliance topics for human review. - Avoid inventing personalization when the source context is thin. Sample prompts: - Every morning, find candidate and client threads that need follow-up. - Draft concise follow-ups for stale opportunities, but wait for approval. - Summarize tomorrow's recruiting calls with context and open questions. FAQ: - Can Vost send recruiting outreach automatically? Vost should draft and organize outreach while keeping sends behind explicit approval. - Can it work with a recruiting CRM? Vost can use connected tools through available integrations. A spreadsheet or email-first workflow is often the simplest place to start. ## AI employee for solo founders URL: https://agent.vost.ai/ai-employees/ai-employee-for-solo-founders Audience: Solo founders Use Vost as a practical AI employee for solo founders who need help with inbox triage, weekly planning, research briefs, and follow-through. Buyer intent: Solo founders searching for an AI employee want leverage before they can justify a full-time hire. Pain signals: - The founder owns sales, support, product, ops, and admin at once. - Important tasks are remembered only because the founder keeps re-reading tools. - Generic chatbots help once, but do not own recurring workflows. Jobs to delegate: - Run daily inbox and priority checks. - Prepare customer, investor, or prospect research briefs. - Draft follow-ups for sales, support, and partner conversations. - Create a weekly operating review with next actions. Setup steps: - Start with Ops Automation or Chief of Staff depending on your biggest pain. - Connect Gmail, Calendar, Drive, Slack, or the tools that hold current work. - Pick one recurring workflow rather than trying to automate everything. - Add schedules only after the first workflow output is useful. Approval rules: - No external sends, purchases, deletions, or account changes without approval. - Escalate legal, finance, hiring, and customer-sensitive decisions. - Keep outputs short enough for a founder to review quickly. Sample prompts: - Every morning, give me a founder brief with urgent inbox items, meetings, and follow-ups. - Every Friday, summarize what moved, what is stuck, and what I should do next. - Draft follow-ups for sales and support threads I have not replied to this week. FAQ: - What should a solo founder automate first? Start with inbox triage, meeting prep, or weekly open-loop review because those create immediate time savings with low risk. - Is Vost better than a generic chatbot for founders? Vost is designed for recurring work with tools, memory, schedules, and approval gates instead of one-off chats. ## AI executive assistant alternative for recurring work URL: https://agent.vost.ai/ai-employees/ai-executive-assistant-alternative Audience: Executives and operators Use Vost as an AI executive assistant alternative for inbox briefs, meeting prep, follow-up drafts, and scheduled operating reviews. Buyer intent: Buyers searching this are comparing Vost against hiring an EA, a VA, or piecing together chat and automation tools. Pain signals: - The executive needs preparation and follow-through more than calendar trivia. - Sensitive messages should be drafted, not sent automatically. - Recurring context work is expensive when every task starts from scratch. Jobs to delegate: - Prepare meeting briefs from calendar, email, and docs. - Draft follow-ups after calls or weekly reviews. - Summarize unread inbox items by urgency and decision required. - Track open loops across the week. Setup steps: - Start with the Chief of Staff Agent. - Connect Gmail, Calendar, Drive or Docs, and any team communication tools. - Define the topics that need escalation instead of automation. - Schedule meeting-prep and follow-up review windows. Approval rules: - Never send executive communications without approval. - Protect sensitive personal, employee, customer, and finance context. - Escalate decisions that require judgment, relationship nuance, or authority. Sample prompts: - Before every external meeting, brief me on the person, context, and likely follow-ups. - Every afternoon, summarize messages needing a decision or response. - Draft follow-ups from today's meetings and wait for approval. FAQ: - Can Vost replace an executive assistant? Vost can replace or reduce repetitive context work, but human assistants still matter for relationship-heavy, ambiguous, or high-trust tasks. - Why use Vost instead of only ChatGPT? Vost is built around recurring workflows, connected tools, memory, schedules, and approval gates rather than isolated conversations. ## AI virtual assistant alternative for small business URL: https://agent.vost.ai/ai-employees/ai-virtual-assistant-alternative-for-small-business Audience: Small business owners Use Vost as an AI virtual assistant alternative for small business inbox triage, follow-ups, recurring reports, and operations checks. Buyer intent: Small business owners searching for a VA alternative usually need immediate admin leverage with clear safety boundaries. Pain signals: - Admin work is real but not always enough for a full-time hire. - Outsourcing requires training, trust, and management overhead. - Many recurring tasks need judgment, context, and a draft for approval. Jobs to delegate: - Run a morning inbox and operations brief. - Draft customer, vendor, and prospect follow-ups. - Summarize weekly status, blockers, and overdue items. - Monitor recurring exceptions across connected tools. Setup steps: - Start with Ops Automation or Inbox Cleanup. - Connect email and one or two tools that contain the most operational context. - Pick one workflow with a clear output and review process. - Add more workflows after the first one saves time consistently. Approval rules: - No external messages, purchases, account changes, refunds, or deletions without approval. - Escalate sensitive customer, employee, legal, and finance issues. - Keep outputs short, specific, and action-oriented. Sample prompts: - Every morning, summarize urgent email, customer issues, and follow-ups. - Draft replies to routine customer and vendor messages, but do not send them. - Every Friday, create a weekly operations summary with blockers and next steps. FAQ: - Is Vost cheaper than hiring a virtual assistant? Vost is useful when the work is recurring, tool-based, and draftable. Human VAs may still be better for calls, errands, or highly personal coordination. - What small business workflows fit Vost best? Inbox triage, follow-up drafts, weekly reports, vendor checks, customer issue summaries, and recurring operating reviews are strong fits.