AI strategy that avoids expensive mistakes.
Where to use AI, where not to. We audit your data, assess feasibility, and build a roadmap that avoids the 'expensive PoC that never ships' trap. Honest advice from engineers, not sales decks from consultants.
AI readiness assessment delivery
Of recommended projects reach production
ROI on prioritized AI initiatives
Wasted on unfeasible AI projects
What we build
Strategy services that lead to production.
AI readiness assessment
We evaluate your data quality, infrastructure maturity, team capabilities, and organizational readiness. You get a clear picture of where you stand — not a generic maturity model.
Data audit & gap analysis
Is your data good enough for AI? We assess data quality, volume, labeling, and accessibility. If there are gaps, we tell you exactly what to fix and how long it takes.
Technology selection
Build vs. buy, open-source vs. proprietary, cloud vs. on-prem. We evaluate options based on your specific constraints — not vendor relationships.
ROI modeling
Every AI initiative gets an honest ROI estimate. We model development costs, infrastructure costs, maintenance burden, and expected business impact.
Implementation roadmap
Prioritized, phased roadmap with quick wins first. Each phase has clear deliverables, timelines, and success criteria. No 100-page strategy decks.
Use case prioritization
We rank your AI opportunities by feasibility, impact, and effort. You invest in the projects most likely to succeed and deliver value first.
Sound familiar?
Strategy problems we solve every quarter.
“Our CEO wants AI everywhere but we don't know where to start.”
We run a 2-week assessment. You get 5-10 ranked use cases with feasibility scores, effort estimates, and ROI projections. Start with the highest-impact, lowest-risk wins.
“We spent $500K on an AI PoC that never made it to production.”
We validate feasibility before you write a single line. Data quality, technical constraints, organizational readiness — we find the blockers before they cost you.
“Every vendor tells us their AI solution is perfect for us.”
We're vendor-agnostic engineers, not resellers. We evaluate solutions against your actual requirements and tell you what works — even if the answer is "build it yourself."
Tech stack
Tools we use in production.
Ready to build
Let's build an AI roadmap that works.
A focused 45-minute call with our AI architects. We'll understand your business goals, assess your AI readiness, and outline the first steps — no strings attached.
AI projects we delivered
