The method
How we build enterprise AI, one workflow at a time.
We scope one workflow with you, sign an agreement defining the deliverables and the acceptance criteria you signed off on, and build it in your environment. After launch we run, monitor and improve it, measured against the same criteria. Every engagement starts with one scoped workflow and a written definition of done. Commercial terms are set in the statement of work.
How we ship
Four steps from one workflow to an agent in daily use.
- In writing, before the build.
Scope.
Briefs arrive as writing. We return a written scope with acceptance criteria and agree it with you before any build starts. Commercial terms are set in the statement of work.
- With Claude Code, in your tenant.
Build.
We build with Claude, Claude Code and automated evaluation pipelines, inside your tenant and against your own data. AI-assisted engineering removes most of the engineer-hours that used to define traditional consulting bills.
- Acceptance as code.
Evaluate.
Acceptance criteria are executable. Evaluation harnesses run against your own data. Criteria are signed before the build starts and re-run as it progresses, so you see what works each week. The build is accepted when every criterion is met.
- We run it, or your engineers do.
Run.
The system runs in your tenant. After launch we run, monitor and improve it, or your engineers operate it with our runbook. Either way it is measured against the criteria you signed.
Stack · disclosed
- Claude · Claude Code
- Anthropic Cowork
- Azure · AWS · GCP
- LangGraph · CrewAI
How the work runs
- Scope: in writing first
- Build: in your tenant
- Evaluation: continuous
- Run: measured against the criteria
Governance supported
- SOC 2 · HIPAA · GDPR
- EU AI Act
- GxP · 21 CFR Part 11
- Client-tenant isolation
What we do not do
- Pilots with no definition of done
- Open scopes
- SaaS licensing
- Software resale
How we work
Three building blocks, each with a written definition of done.
Scope and agreement
Advisory
We scope one workflow with you, define the deliverables and write the acceptance criteria. We sign an agreement before any build starts.
- Stakeholder interviews and system audit
- Data source and integration inventory
- Compliance framework mapping
- Deliverables defined with you
- Acceptance criteria you sign off on
Build one workflow
Build
We build the workflow in your environment against the signed acceptance criteria. The build is accepted when every criterion is met.
- Built in your environment
- Evaluation harnesses run against your data
- Working system delivered in your tenant
- Weekly review and adjustment
- Accepted when every criterion is met
Run and scale
Run
We run, monitor and improve your agents after launch. When you want several workflows in flight, we plan them as a program with the same acceptance-as-code discipline.
- Continuous integration with your systems
- Incremental rollout to production
- Governance, audit, and role-based access configured
- Security review aligned to your policies
- Runbook, training, and handover when you want it
Frequently asked
How the work actually runs.
Why one workflow at a time?
One workflow keeps scope honest. You see working software against criteria you signed before the build started, and the criteria are re-run as the build progresses. Larger programs run as a series of scoped workflows inside a roadmap we agree with you.
How many workflows will we need?
The first engagement covers one workflow with its own signed acceptance criteria. Larger programs run as a series of those builds, and each one is scoped, signed and accepted before the next begins. The count depends on how many workflows you want in production.
What happens if the build does not meet the acceptance criteria?
Then the build is not accepted, and we fix it until every criterion in the signed agreement passes. Commercial terms can be tied to those same criteria.
Do you work on open scopes?
No. Every build is scoped against signed criteria, and the scope for each workflow is agreed in writing before work begins. Advisory work, such as a roadmap or a readiness review, has its own written deliverables.
What happens to the work if the criteria fail?
The build runs in your environment from day one, so your data and your systems never leave your control. We keep working on it until the criteria pass.
Who decides whether the acceptance criteria pass?
You do, against executable checks written in plain language and signed before the build starts. They run as tests on your own data, so everyone can see the result.
How are commercial terms set?
In the statement of work for each engagement. They follow the scope, the systems involved and who runs the agent after launch, and they can be tied to the acceptance criteria you sign.
Start with one workflow.
Send a brief and we come back with a written scope and the acceptance criteria it has to meet. Commercial terms are set in the statement of work.
- Built to SOC 2, HIPAA and GDPR standards
- EU AI Act-aligned delivery
- Microsoft Solutions Partner