Ryan Ormrod
Remote · UK hours

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AI integration

Ryan Ormrod · independent developer

AI in the product, not a demo tab

I wire model APIs into real workflows with cost limits, privacy boundaries and a human override when the model is wrong.

Describe the job you want assisted, not the model brand. Agencies and product teams.

chips model apis cost // privacy human override

AI integration

Assistive paths that ship, log and stay overridable.

Assistive features

Drafting, classifying and summarising inside your app.

Guards

Budgets, logging and redaction.

Fallbacks

What happens when the model fails or refuses.

Staff control

Edit and override before anything goes to a customer.

If that matches the job, send the brief.

Process

From use case to guarded feature

Same delivery shape on every service page. The labels change with this job.

  1. 01 Done

    Use case

    The job and the risk.

  2. 02 Now

    Boundaries

    Data that must never leave.

  3. 03 Next

    Build

    Feature behind flags where sensible.

  4. 04 Next

    Review

    Cost and quality with your team.

Who

Who this is for

Teams who want AI in a real workflow, not a slide.

smb

Small business owner

An internal assist that saves hours. Search, drafting or classification wired into tools your staff already use.

See matching services
large

Large business owner

More stakeholders, staging discipline and handover that still makes sense across teams.

See matching services
agency

Agency

Client AI work under your delivery. Practical features your studio can support after handover.

See matching services
other

Other

An AI feature that has to behave in production. Guardrails, logging and integration into your existing app rather than a demo chatbot.

See matching services

Rates

£30 an hour. No retainer.

Pay for the hours the job needs. Nothing sitting on a retainer.

RATE£30/hourQuoted from the hours the job needs
MODELNo retainerNo unused support contract
START50% depositWork begins when it clears
STOPUnused hours backIf you withdraw from the deposit
AGENCYWhite-label / NDAYour client stays yours

Same commercial terms on every service page and the homepage. Estimate first, then deposit.

What happens next

After you send the brief

Same sequence on every service page. No surprise retainers.

  1. I reply

    Hours or a fixed figure, plus the access I will need to start.

  2. You decide

    Deposit clears, then work begins on staging. Nothing public until you approve.

  3. Handover

    Working change, notes your team can own, white-label if you asked for it.

Same path on every service page. Send the brief when you are ready.

Send the AI brief

07 · Send me a job

Brief, Figma, ticket or repository

Studio name, the work, the stack, a Figma or Git URL, and the staging hostname you will point at my server. Include a digital NDA link. I quote that job and stay off your client’s inbox.

  • OperatorRyan Ormrod
  • ModelRemote · no retainer
  • ScopeCode · your client stays yours
  • StagingYour hostname, pointed at my server
  • After payYou deploy the code, or I do
ryanormrod / brief in / staging out

This brief comes to me. A quote for your slice follows by email or WhatsApp. Include the digital NDA link with it. Do not send passwords here. I do not take phone calls.

Send the AI brief