We run Cirro on agents. We can help you do the same.

    At Cirro, people set the vision, direct the work, and review and approve. Agents do the groundwork and the heavy lifting. This is the future of work, and we'll phase it in at a pace that suits your business.

    AI agent mascot

    Agents do the heavy lifting. People direct and approve.

    Across almost every function at Cirro, agents carry out the work. People set the vision, give the direction, then review and approve.

    • Delivery

      Agents doBuild, configure, test and document.

      People direct and approveSet the direction, review the work and approve what ships.

    • Sales

      Agents doResearch accounts, draft outreach and keep the CRM current.

      People direct and approveChoose who we pursue and approve what goes out.

    • Marketing

      Agents doDraft content, report on performance and prepare pages.

      People direct and approveSet the message and approve what we publish.

    • Finance and admin

      Agents doPrepare invoices, reconcile entries and compile reports.

      People direct and approveReview and approve what gets paid, sent and signed.

    You set the vision. The agents carry it out.

    Running on agents works when people stay in the seat that matters: deciding where the business goes and signing off on what gets done.

    • People set the vision and direct the work.

      You decide the goals and the priorities. Agents take it from there.

    • Nothing ships without a review and an approval.

      A named person signs off before work is sent, published or goes live.

    • Agents work inside a defined scope.

      Each one touches only what its job needs, and nothing outside it.

    Phased in at a pace that suits your business.

    We set up the guardrails, run the health checks and test the agents as thoroughly as we can, so you hand over the work with confidence.

    • Phased to fit your business.

      We start where the risk is low and the value is clear, then widen the scope as you get comfortable.

    • Built around your compliance requirements.

      The rules you operate under shape the design from the first day, not as a final check.

    • Guardrails and health checks.

      Every agent has limits on what it can do, and checks that tell us when it is drifting or failing.

    • Tested against manipulation.

      We try to trick our own agents before anyone else can, and we keep testing after launch.

    Risk disclaimer

    Working with AI agents involves risk. Agents can make mistakes, produce inaccurate or incomplete output, and be manipulated despite the safeguards in place. Safeguards reduce risk. They do not remove it, and results vary by business. Responsibility for decisions stays with people. Nothing on this page is a guarantee, or legal, compliance or professional advice.

    Where work is heading, and what it already does for a small team.

    • Delivery moves faster.

      The drafting and the repetition are handled up front, so our time goes into design and review.

    • Each person covers more ground.

      The groundwork is prepared before anyone sits down to it.

    • We recommend what we run.

      We use this every day, so our advice comes from operating it, not from a slide.

    Does this task need AI, or just automation?

    Get it wrong and you're either overpaying a model to do a spreadsheet's job, or asking software to use judgment it doesn't have.

    Deterministic Automation

    Reach for this when

    • The rules don't change
    • Input is structured and predictable
    • It has to be right every time
    Invoice routingLead assignmentApproval chains

    Cheaper. Faster. Auditable.

    AI / Agents

    Reach for this when

    • Input is messy: email, chat, a scanned PDF
    • The right answer depends on context
    • A person has to read it and decide
    Drafting a replySummarizing a threadJudgment calls

    Flexible. Handles ambiguity. Costs more.

    Default to automation. AI has to earn its place. Every workflow starts as deterministic code, and AI only enters where judgment is genuinely required. Whatever we build, a human reviews it before it goes live.

    Most good systems use both

    Lead comes in
    Logged & routed
    Follow-up drafted
    Reviewed & sent

    Start with an AI readiness review.

    A working session on your business, built for owner-operators and mid-market teams who know AI matters and aren't sure where to start. We'll share how we work and what we've learned, and help you raise your own team's productivity.

    • You tell us what you're trying to improve.
    • We tell you where AI helps, where plain automation is the better answer, and where to leave things alone.
    • You get our read either way. Building it with us is a separate decision.