Approach

Small steps, clear decisions, production outcomes.

Our engagements are structured so you learn something real at every phase and can stop, pivot, or scale with evidence in hand.

Engagement phases

From first conversation to a system your team runs.

2 weeks

AI Readiness Sprint

Score candidate use cases on value, feasibility, and risk. Review data, systems, and security posture. Deliver a costed roadmap and recommendation.

4–6 weeks

Agent Pilot

Build a working agent on your real data and systems. Establish an evaluation set and baseline. End with a go/no-go and a production plan.

8–12 weeks

Production Build

Harden integrations, guardrails, monitoring, and access controls. Security review, staged rollout, training, and hand-over.

Ongoing

Managed Operations

Eval regression on every change, model and cost monitoring, incident response, and a monthly improvement cycle.

Flexible

Embedded Team

Senior engineers working inside your team on your backlog, with iTech-Go standards and support behind them.

Principles

What you can hold us to.

Measure before you trust

Every AI system gets an evaluation set built from your real cases. We report accuracy, cost, and latency before launch and watch for regressions after.

Humans stay accountable

Agents prepare and execute routine steps. People approve the consequential ones. We design the gates with you, not for you.

Security is architecture

Least-privilege access, data residency, redaction, audit logs, and allow-listed actions are built in, then documented for your security team.

You own everything

Code in your repositories, infrastructure in your cloud accounts, models under your provider agreements. No platform lock-in to us.

Weeks, not quarters

Fixed-scope phases with working software at each checkpoint. You decide whether to continue based on what you see, not what you were promised.

Data first

If the data foundation is not ready, we say so and fix it first. It is the single biggest predictor of whether an AI initiative succeeds.

How we use AI ourselves

We build with the tools we recommend.

Our engineers work with AI coding agents every day, under review discipline that keeps quality high. It is how we deliver senior-grade work at a pace and price a small firm could not otherwise offer.

  • AI-assisted analysis of legacy systems before we touch them
  • Generated tests reviewed and owned by an engineer
  • Documentation produced alongside the code, not after
  • Every change reviewed by a human before it reaches your environment
EngagementDurationPricing
AI Readiness Sprint2 weeksFixed price
Agent Pilot4–6 weeksFixed price
Production Build8–12 weeksFixed price per phase
Managed OperationsMonthlyRetainer
Embedded TeamFlexibleHourly or monthly

Ready for the first two weeks?

The AI Readiness Sprint is fixed scope and fixed price. You leave with a roadmap you can act on, with or without us.