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FOR OPERATIONS TEAMS

Use AI agents for pipeline reviews,
reports, and follow-ups.

Connect your CRM, email, and spreadsheets to an agent.

Configure its tools through APIs, command-line tools, or MCP.
Run it on a Machine and review the reports and drafts it produces.

See the pipeline review example
YOUR AGENTS. YOUR MACHINE.Run agents with your configured tools.
THE TOOLS YOU
ALREADY WORK WITH
GmailOutlookHubSpotSlackSalesforceMailchimp
Through their APIs,
CLIs, and MCP tools.
01AI AGENTS FOR OPERATIONS

Configure an agent
for a recurring task.

Build an AI agent for the work you do every week. Connect your tools, launch it in Thinair, and work alongside it.

  1. Configure the agent and tools.

    Describe the task to Claude Code or Codex. Write the instructions, configure the tools, and connect the accounts the agent needs.

    YOU

    “Build me an agent that reviews our pipeline and drafts the follow-ups.”

    Let’s build your pipeline agent.Your process. Your tools.
    ✓ Review instructions✓ Tool connections

  2. Run it on a Machine.

    Launch it in a Thinair Machine: a computer with its tools, files, and connected accounts ready to work.

    THINAIR MACHINEPipeline review
    HubSpotGmailSlack
    Instructions, files, and tools✓ Ready
    Agent running

  3. Review the report or draft.

    Ask for a pipeline review or follow-up drafts. Check the output, edit it, or open the same tools and make changes yourself.

    Weekly pipeline review
    12accounts to follow up
    7email drafts ready
    NorthstarShare rollout plan
    Acme StudioConfirm scope
    ✓ Ready for your Monday meeting.

Illustrative pipeline review. Configure the tool connections and account access for your own workflow.

Build your first agent
02 REUSABLE AGENT SETUPS

Share agent tools and instructions
across your Organization.

Save a tested setup.
Let authorized team members use it.

A Machine Definition holds the software, skills, and instructions. A Profile supplies the configuration and credentials for the Machine that runs them.

01FIGURE IT OUT
EXPERT WORKSPACE01 / SOURCE
MC
Maya ChenAI engineer

Her working setupFour resources. One tested workflow.

PiAgent harness↗agent-browserBrowser automation↗Revenue reportingCompany skill↗Postgres + exportsData tools↗
Tested. Reviewed. Ready to share.

One person figures it out.

02MAKE IT REUSABLE
MACHINE DEFINITION

Revenue
Operations

v4 / Built by MayaReady
MANIFESTINSTALLED
Pi agent harnessBrowser + automationRevenue reporting skillsDatabase tools
$ verify reporting-workflowChecks passed

Shared setup. Repeatable launches.

A Profile supplies the login credentials and settings for the Machine.

03PUT IT TO WORK
AUTHORIZED PROFILERevenue Ops Granted to NoahReporting database / read-only role
THINAIR / MACHINE
NP
Noah ParkOperations
Revenue OperationsMachine preview
Explain last month’s revenue decline.
REVENUE INTELLIGENCE08 / 26

Revenue review

EXAMPLE OUTPUT

August 2026 · Monthly report

Revenue change by customer segment

20%10%0%-10%-20%EnterpriseMid-marketSMBPartner
Total revenue change
−7.4%
Active customers
−3.1%
QUERY ATTACHEDrev_change_last_month(segment)
Postgres / reporting_ro Definitions
Ready to launchExample report

Same workflow. Each person’s own Machine.

Interactive product preview / Illustrative team and workflow. Profile handoff and shared workflow experience show the product direction.
THE SHARED LIBRARY

Reusable tools, instructions, and Machine Definitions.

Explore the pieces behind the workflow.
Built to use again.

Machine Definitions

A reusable setup for a virtual computer: its software, tools, and instructions. Teammates can start with the same setup without configuring it again.

Snapshots

Save a copy of a computer’s files and installed software. Start from that copy later without setting everything up again.

Skills

Written instructions that tell AI how your company does a task. Teammates can reuse them instead of explaining the process again.

Harnesses

Software that lets AI work through a task. It sends instructions to the AI, runs the tools it requests, and returns the results.

Tools

Programs AI can use to read files, browse websites, query databases, or run code.

Conversations

A record of your requests, the AI’s responses, and your corrections. Your team can review how the work was done.

EXAMPLES YOUR TEAM CAN REUSE

Save a reviewed example.Use it to improve the instructions.

Keep useful prompts, scripts, and reviewed results with your team’s workflow files. Use those examples to explain the task and check the next result.

01Task and output02Human review03Reusable example
How to review an agent’s work
03BUILT WITH YOUR TEAM

Get help configuring
your first agent.

Thinair engineers help connect your tools, prepare the Machines, and configure your first workflow.