AI only where it works
We design opinionated AI workflows that strengthen your team with better systems, better process design, and clear human oversight.
Every engagement starts with a focused one-time analysis that turns your submitted problem into an implementation-ready plan, including workflow design, control points, boundary decisions, and rollout path.
The top 3 reasons AI projects fail
Most projects start with tooling or prompts instead of understanding the actual operating workflow.
Without integrations and context, the model is still guessing even when the demo looks polished.
High-friction edge cases still need human judgment. We design review and escalation into the workflow from day one.
Architecture
This is the standard we design against: model orchestration, connected systems, and human review, combined into an auditable workflow that holds up in operations.
From problem to implementation-ready plan in seven days
This $2,000 one-time engagement focuses on one important workflow problem, then gives your team a clear path to the next step: addressing the root cause and implementing the right changes.
We document the current process, constraints, stakeholders, and the points where the workflow currently breaks.
We audit the systems, data access, review points, and integration requirements the workflow will need in production.
You get a reviewable implementation blueprint covering workflow logic, models, systems, and human oversight.
After the analysis, we can implement the workflow end to end and maintain it, or stay on as your ongoing AI workflow consulting partner. Implementations start from $4,000.
Continuous support
Whether you need recurring advice on AI workflows, models and vendors, or want us to implement and then maintain your AI workflows, we have a suitable package for each case:
Consulting retainer
No implementation required
For teams building it themselves who want an experienced second opinion on the architecture, the vendors, and the trade-offs before they commit to them.
Implementation maintenance
+ token usage at cost
For workflows we built for you. A live AI workflow needs ongoing maintenance: models change, integrations drift, and edge cases arrive. We keep it working.
Tell us about your workflow problem
Bring us one problem. It might be a manual process you want to automate, or an AI workflow already in production that feels unreliable, unsafe, or held together with tape. We spend seven days on it and hand back an implementation-ready plan: what the workflow should do, where the controls belong, and what it costs to build and run.
If the plan convinces you, we can build it.
What you get
Initial Consultation · one-time · 7 days · $2000
Describe the workflow and where it breaks today. We read every submission ourselves, and if it is a problem we can solve, we send back a short questionnaire and a payment link to start the seven days.