Our process

Clear decisions before code.
Working software every week.

An expert-led, AI-assisted path from free consultation to production—built around explicit requirements, inspectable evidence, and one complete workflow at a time.

Book a free consultation Explore the process

From idea to operation

Nine explicit decisions. No black-box build.

Select a step to see what happens and what you receive. The process stays flexible, but the evidence never disappears.

01

Free consultation

We map the pain points, objectives, users, current workflow, data, integrations, constraints, and regulatory context. The first decision is whether the work should exist at all.

Client receivesInitial assessment, recommended direction, and clearly identified next decisions.

AI-assisted. Expert-led.

Accelerated engineering without vibe coding.

AI speeds up the work. It does not replace requirements, engineering judgment, testing, or client approval.

AI assists the team

  • Research, analysis, and option exploration
  • Rapid prototypes and implementation drafts
  • Test generation, edge-case discovery, and documentation
  • Model evaluation, cost analysis, and workflow optimization

Engineering owns the result

  • Architecture, data boundaries, and access control
  • Code review, automated tests, and security checks
  • Acceptance criteria, release decisions, and rollback plans
  • Human review wherever an AI decision could be consequential
$ codeguy build --ai-assisted --accountable
✓ approved providers + data boundaries
✓ model and prompt versioning
✓ representative evaluation set
✓ confidence, fallback + human review
→ production evidence retained

One-week sprint cycle

Every week ends with something inspectable.

Short cycles expose misunderstandings quickly and keep progress tied to approved requirements.

Start

Confirm

Objective, requirements, and acceptance criteria.

Build

Implement

One coherent slice of the agreed workflow.

Verify

Review + test

Code review, automated tests, and risk checks.

Demonstrate

Show the work

Working software and updated documentation.

Next

Decide

Accept, adjust, and set the next sprint objective.

One workflow at a time.Scope changes are documented, assessed, and scheduled openly.

The standard

Speed with evidence.

✓

Nothing important is implicit

Scope, assumptions, decisions, and changes are recorded.

✓

Controls are designed in

Privacy, security, access, and evidence shape the architecture.

✓

Progress is inspectable

Clients see prototypes, documentation, and working releases.

✓

Completion is defined

Every workflow has acceptance criteria and an operational path.

Take the first step

Bring the workflow.
We’ll find the right build.

The initial consultation is free. We start by understanding the problem, not prescribing a solution.

Book a free consultation