AI help for teams ready to launch

Your AI works in a demo. Now make it work in real life.

Find the weak spots. Fix what matters. Launch with less doubt.

Get my free reliability scoreSee the 2–3 week sprint

Free first look. See your score before you book a call.

01
One workflow
$4.5k
Focused sprint
2–3 wk
Launch window

Ways to work together

Start with the problem in front of you.

Build a workflow, make an existing feature safer, or get a review before launch. Each project has one scope and one handover.

01

Harden

02

Build

03

Review

Abstract paper path moving through evaluation gates and a recovery loop

Selected artefact

Operating workflow

01Risk and test list

02Safe fallbacks

03Release checklist

01 · Harden

AI Reliability Guardrails

We test the risky parts, add safe stops, and give your team a simple release check.

Explore this engagement

The operating standard

AI should work when real users need it.

We make the risks visible, the controls practical, and the handover easy to own.

Abstract paper channels guiding an AI capability through checkpoints to controlled outcomes
01Safe actions
02Visible decisions
03Owned handover

Selected work

See the kind of work we do.

Real product work. Plain language. No inflated numbers.

See all proof

How we work

A small process with a useful result.

We understand the workflow, build what matters, test the risky parts, and hand over a system your team can own.

  1. 01

    Understand the work

    We map the people, tools, and risky moments before we change anything.

    Workflow map
  2. 02

    Build what matters

    We focus on one useful path with clear limits around data and actions.

    Working release
  3. 03

    Test the risky parts

    We check what can go wrong before your users do.

    Risk report
  4. 04

    Hand it over

    You get the system, notes, and proof your team can own.

    Owned system

A quick fit check

Good work starts with a real problem.

Strong fit

You have a real workflow and a real cost if AI gets it wrong.

You have an owner, access to the current process, and a reason to act.

Not a fit

You want a broad ideas workshop or an endless list of features.

Topiax works best on one problem with a finish.

Questions, answered

Clarity before commitment.

Know the cost, the work, and the choice in front of you.

Can you work with our team?

Yes. We can lead one part of the work or work beside your team. We agree roles, access, and what “done” means before we start.

Do we need a finished AI product?

No. Bring a real workflow and the data it uses. We can help before launch or make an existing feature safer.

How do you reduce bad answers?

We test common and edge cases, limit what the system can do, add safe fallbacks, and keep a person in control when risk is high.

What happens after the first call?

If it fits, you get a short scope with the work, timing, price, and result. You can say yes or no without a long contract.

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