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Use cases

Practical AI, team by team.

A starting library of the automations and assistants we design and build. Each one connects to tools you already use and keeps a person in the loop where it matters.

01 / 06

Customer support

Answer customers faster and more consistently, and free your team for the conversations that need a person.

Reply drafting

Drafts answers to incoming tickets from your help center and past resolutions, ready for an agent to review and send.

Connects to
Zendesk, Intercom, Gmail, your help center
Human checkpoint
Agents approve every reply before it goes out.

Ticket triage and routing

Reads each new request, tags its topic and urgency, and routes it to the right person or queue.

Connects to
Your help desk, Slack
Human checkpoint
Anything the AI is unsure about goes to a human queue.

Conversation summaries

Condenses long threads into a few lines before an escalation, so nobody has to read forty messages to catch up.

Connects to
Your help desk, CRM
Human checkpoint
Every summary links back to the full thread.
02 / 06

Sales & marketing

Spend less time on research and admin, and more time in front of the right buyers.

Account research briefs

Pulls together a one-page brief on each prospect from their website, recent news, and your CRM history before every call.

Connects to
HubSpot, Salesforce, the web
Human checkpoint
Reps review each brief before reaching out.

CRM updates from calls

Turns call notes and recordings into clean CRM updates, next steps, and a follow-up email draft.

Connects to
Your CRM, meeting recorder, email
Human checkpoint
Reps confirm changes with one click.

Content repurposing

Turns one webinar, article, or case study into posts, emails, and snippets written in your brand voice.

Connects to
Your CMS, social scheduler, shared drive
Human checkpoint
Marketing edits and approves every piece.
03 / 06

Operations

Remove the manual steps that slow every process down and let mistakes creep in.

Document intake

Extracts details from forms, PDFs, and emails and enters them into the right system, checking every field against your rules.

Connects to
Email, shared drives, your ERP
Human checkpoint
Anything that fails a check is flagged for review.

Recurring reports

Builds your weekly and monthly reports from live data, with a plain-English summary of what changed and why it matters.

Connects to
Spreadsheets, databases, BI tools
Human checkpoint
Report owners sign off before anything is shared.

Scheduling and coordination

Handles the back-and-forth of scheduling with customers, crews, or suppliers and keeps every calendar in sync.

Connects to
Calendars, email, text messages
Human checkpoint
Conflicts and exceptions go to a coordinator.
04 / 06

Finance

Close the books faster with fewer errors, and give your finance team time back for real analysis.

Invoice processing

Reads supplier invoices, matches them to purchase orders, and prepares them for approval in your accounting system.

Connects to
QuickBooks, Xero, NetSuite
Human checkpoint
Mismatches and unusual amounts are always flagged.

Expense policy checks

Reviews expense claims against your policy and highlights the ones that need a closer look.

Connects to
Your expense tool, card feeds
Human checkpoint
Finance makes the final call on every claim.

Month-end commentary

Drafts variance explanations and management commentary from your numbers each month.

Connects to
Your accounting system, spreadsheets
Human checkpoint
Your controller edits and approves the final version.
05 / 06

People & HR

Give employees quick, accurate answers and take repetitive admin off your HR team.

Policy and benefits assistant

Answers employee questions about policies, benefits, and time off from your handbook, with a link to the source.

Connects to
Your handbook, HR system, Slack or Teams
Human checkpoint
Sensitive topics are always routed to HR.

Onboarding coordination

Sets up accounts, assigns training, and sends the right checklists to new hires and their managers.

Connects to
Your HR system, IT tools, email
Human checkpoint
HR approves each new hire's plan.

Job description drafts

Drafts job descriptions and interview guides from a short brief, written in your company's tone.

Connects to
Docs, your applicant tracking system
Human checkpoint
Hiring managers edit and approve every draft.
06 / 06

Knowledge & leadership

Make what your company already knows easy to find and act on.

Company knowledge search

Lets anyone ask questions in plain English across your drives, wikis, and chat history, and get answers with sources.

Connects to
Google Drive, SharePoint, Notion, Slack
Human checkpoint
Answers respect the access permissions you already have.

Meeting follow-through

Turns meeting recordings into decisions, owners, and deadlines, and posts them where your team works.

Connects to
Zoom, Teams, Google Meet, your task tool
Human checkpoint
Organizers confirm action items before they're shared.

Process documentation

Keeps standard operating procedures current by drafting updates whenever a process changes.

Connects to
Your wiki, docs
Human checkpoint
Process owners approve every change.

Your use case

Don't see yours?

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