AI operations · Professional firms

Make the firm run
like it has an ops team.

We install secure ChatGPT or Claude work systems, connect them to company knowledge, automate selected workflows, train the team, and measure results.

Consultancies · MSPs · Web firms · Fractional shops · Specialized agencies

01 — The gap

Most firms have tools. Few have operations.

  1. Knowledge is stuck

    The answers live in drives, threads, and people’s heads. The next hire cannot find them.

  2. Tools without rules

    Logins without roles, policies, or a record of what the system did.

  3. Work without a baseline

    Experiments that never get an owner, a measure, or a stop condition.

02 — The work

Paid sprint first. Then the system.

After the sprint

Governed Workspace Deployment

$15,000 · 2–4 weeks

A client-owned ChatGPT or Claude workspace the team can actually use.

  • Identity, roles, and policies
  • Connectors and knowledge
  • Two or three draft workflows
  • Team training

One measured workflow

Connected Agent Pilot

$22,000 · 4–8 weeks

One workflow, connected and evaluated — not a bundle of half-built agents.

  • Schemas and approvals
  • Eval set and logging
  • Rollback path
  • Baseline comparison

Continuing operations

Managed AI Operations

$4,500/mo

The system stays current, reviewed, and measured.

  • Usage, cost, and failure review
  • Instruction and access updates
  • Regression tests and training
  • Expansion and ROI report

Optional add-on

Search + Video Growth System

$5,500/mo add-on

Turn existing expertise into published demand. For firms already on the operations ladder.

  • Expert capture
  • Video pre-production and coordination
  • Technical SEO and editorial
  • Publishing drafts and measurement

Paid sprint first. No free audits. 50% to start on projects. Remainder per the signed schedule. Operations billed monthly in advance.

03 — The ladder

Diagnose. Deploy. Measure. Operate.

  1. 1–2 weeks

    Sprint

    Map the work. Rank what is worth automating. Choose one platform. Leave with a pilot plan.

  2. 2–4 weeks

    Workspace

    Stand up a governed ChatGPT or Claude system the client owns, with knowledge, roles, and training.

  3. 4–8 weeks

    Pilot

    Connect one workflow. Test it. Compare it to the baseline. Writes are earned, not assumed.

  4. Monthly

    Operate

    Review usage, cost, and failures. Update instructions. Train. Expand only what is working.

04 — Who it’s for

Firms that already have work.

B2B professional services · 10–100 people

Consultancies, MSPs, web firms, fractional exec shops, specialized agencies.

Cloud tools. Expensive coordination. Expertise that can become content. A named process owner, accessible systems, real volume, and a problem you can measure.

We sell

The process map, platform decision, permissions, connected workflows, tests, training, and continuing improvement.

We are not

A plumber mill. A ChatGPT-login installer. A local-business directory.

workspace · illustration

Illustration

Governed workspace

Client-owned

ChatGPT Work or Claude

Knowledge in.
Approvals on.

Identity, roles, connected sources, draft workflows, and a record of what ran. Not a login handed over and left.

Draft mode Review required
  • Roles
  • Knowledge
  • Policies
  • Eval set
A framed sketch of the work — not a client, not a result, not a screenshot from a live job.

05 — Start

Begin with the readiness sprint.

No free audits. If the firm is not a fit — no process owner, no accessible systems, or a request for a login and a brochure — we will say so.

Opens an email to hello@aismbagency.com. Nothing is sent to a server.