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Chapter three — Advise

Advice from peoplewho build.

AI consulting grounded in shipped systems — data, backends, agents and media pipelines we've built with our own hands. It ends in a decision and a build plan, not a deck.

See where we help ↓
A strong fit

Bring us in when

  • A decision is blocked by technical uncertainty
  • Data, architecture and business trade-offs meet
  • You want a recommendation your team can execute
Not consulting

You need a different model when

  • The decision is made and you only need delivery capacity
  • You want a technology endorsement without evidence
  • The output is expected to end at a slide deck
03
Where we advise

Where an outside brain pays for itself.

iData & Analytics

Foundations before models: your data cleaned, connected and queryable — so every later AI project gets cheaper.

  • ·Data audits and pipelines
  • ·Dashboards that answer questions
  • ·Ready for models, not just reports
iiBackend & Architecture

Systems designed to survive the demo — architecture reviews and designs for software that has to run in production.

  • ·Architecture and code reviews
  • ·Scaling and cost sanity checks
  • ·Build-vs-buy called honestly
iiiAgentic Systems

Where agents genuinely help, where they'll embarrass you, and how to keep humans in the loop by design.

  • ·Agent architecture and tool design
  • ·Evaluation and guardrails
  • ·Human-in-the-loop by default
ivAI Media Content

Generative image and video without the uncanny valley — pipelines, fine-tuning and a workflow your team can run.

  • ·Model and tooling selection
  • ·Fine-tuned to your brand
  • ·A pipeline your team owns
How we work

From listening to a plan

  1. 01
    Listen

    We start from the business problem, not the technology you've been pitched.

  2. 02
    Assess

    A short, honest read of your data, stack and team — what's ready, what isn't.

  3. 03
    Decide

    Options with real costs and risks, and one recommendation we'd bet on.

  4. 04
    Plan

    A build plan you can execute — with us, in-house, or with someone else.

Radical honesty
What we won't tell you.

That everything needs AI. Most companies need three boring fixes before their first model — we'll name them, even when it makes the engagement smaller.

Already know what to build, and need hands rather than advice?See forward deployed engineering →

Not sure what to do with AI?

That's the right starting point. Bring the confusion — we'll bring the verdict.

Use the AI Fix Check