Services
AI consulting that starts with constraints, not slides.
We help CTOs and AI leads define what to build, what to measure, and what not to do — before a large delivery commitment.
Evidence note: Consulting outcomes are engagement-specific. We do not publish invented ROI on this page.
Problems we address
Tool sprawl without outcomes
AI pilots that never connect to delivery metrics or infrastructure.
Vendor pressure
Buyers need an independent technical read on feasibility and risk.
Unscoped R&D
Research spikes without exit criteria burn budget.
Capabilities
AI readiness assessment
Data quality, eval maturity, security constraints, and team capacity.
Architecture advisory
Edge vs cloud, RAG vs fine-tune, build vs buy — with tradeoffs written down.
Delivery roadmap
Phased plan with milestones that can stop if evidence does not justify the next step.
How engagements typically run
Brief & context
Workload, stakeholders, and decision deadline.
Technical review
Systems, data, and current AI usage — in your environment where possible.
Recommendations
Written options, risks, and a recommended path with effort ranges.
Optional build
Continue into an engineering engagement if the case is clear.
Related proof & next steps
Related services
Questions
No. Consulting engagements focus on decisions, architecture, and evaluation — not embedding anonymous capacity without ownership.
Talk with us about ai consulting.
Share constraints and goals — we will respond with a technical discovery path.