Opportunity mapping
We review your product, workflows, and data to identify where AI creates measurable value, then rank each candidate by impact, feasibility, and risk.
001AI Strategy Consultation
AI strategy consultation that ends in a build plan, not a slide deck
We help CTOs, founders, and product leaders decide where AI actually belongs in their product and operations, and where it does not. The engagement ends with a prioritized roadmap, a candidate architecture, and cost estimates your engineering team can act on the following week.
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What you get
What the consultation covers
Every engagement is run by engineers who ship AI systems to production, so the advice stays grounded in what current models can reliably do.
Data readiness audit
We assess whether the data you have can support the use cases you want: volume, quality, labeling, access, and the gaps you would need to close first.
Build, buy, or API decision
For each use case we compare fine-tuned models, off-the-shelf APIs, and vendor products on cost, accuracy, latency, and lock-in, and recommend one path.
Architecture and model selection
You get a candidate architecture: which models, how retrieval and orchestration fit together, and how the system connects to your existing stack.
Cost and risk modeling
We estimate inference and infrastructure costs at your projected volumes and flag the failure modes, hallucination risks, and compliance questions that matter for your case.
Prioritized roadmap
The final deliverable is a sequenced plan: what to pilot first, what to defer, and what to skip, with effort estimates your team can budget against.
How it works
How we run the engagement
(4)- 1
Discovery
We interview your technical and business stakeholders, review your systems and data, and agree on the outcomes the strategy has to serve.
- 2
Use case evaluation
We test the highest-value candidates against your real data where possible, so recommendations rest on evidence rather than vendor claims.
- 3
Strategy and roadmap
We write up the architecture, the build-versus-buy calls, the cost model, and a sequenced roadmap, then walk your team through every decision.
- 4
Handoff or build
Your team can execute the plan on their own, or we move straight into a pilot with the same engineers who wrote the strategy.
