Build the system the workflow actually needs.
Custom AI, automation, integrations, and business software with a clear architecture, review gates, and maintainable handoff.
Resolve the hardest assumption before a full build.
Review the engagement before starting a conversation. Final scope, fees and delivery dates are confirmed in a written proposal.
- A useful fit
- A repeated manual process, missing integration or unsuitable tool is costing your team time and effort.
- First engagement
- A bounded discovery or prototype engagement around one workflow and its most important technical assumption.
- What you receive
- A workflow and architecture brief, a scoped prototype where agreed, acceptance checks and a recommendation for the next build decision.
- What we need from you
- Example inputs and desired outputs, user roles, system access, constraints, data permissions and a decision owner.
- How we review the work
- Agree representative tasks and failure cases before building. Review the demonstration and documented limitations before approving further development.
- What determines the quote
- Discovery and subsequent build milestones are quoted separately. Complexity, integrations, migration and assurance needs drive the quote. Hosting, API usage and maintenance are listed explicitly.
- Timing
- Milestones and customer review dates are agreed in the proposal. A prototype is not automatically a production release.
- Scope and exclusions
- The agreement defines source-code ownership, third-party licenses, deployment, warranty if any and ongoing support. Maintenance and additional scope are not assumed to be included.
Start with the system type—not a technology shopping list.
Each engagement begins with the workflow, data boundaries, operational owner, and measurable acceptance criteria.
AI inside clear boundaries.
Design retrieval, model, prompt, review, and fallback behavior around a specific business workflow.
- Data and model boundaries
- Human review paths
- Evaluation and fallback criteria
A short path from scope to owned action.
The sequence stays visible so expectations, authorization, evidence, and ownership do not disappear inside the engagement.
- 01
Frame
Define the decision, users, data, constraints, and success checks.
- 02
Prototype
Validate the hardest workflow and technical assumption.
- 03
Deliver
Build in reviewable increments with acceptance evidence.
- 04
Transfer
Document operation, ownership, and the next release path.
Know what the engagement delivers.
- Architecture decisions
- Working increments
- Verification evidence
- Operational handoff
Bring the workflow. We will frame the system.
A useful first conversation covers users, inputs, decisions, integrations, and ownership.