We audit your workflows, identify high-ROI AI use cases and design a practical roadmap on your real data — before a line of production code is written.
Technical discovery for teams evaluating where AI actually moves a business metric, backed by feasibility on your real data.
Teams starting their first AI initiative
Prioritising among many candidate use cases
Validating a specific idea before building
Post-mortem on a stalled AI project
Architecture review for scale
Workflow audit and current-state map
Prioritised list of AI use cases with effort / impact
Feasibility validation on real data
Architecture recommendations
Implementation roadmap with milestones
Interview the people who run the workflow, map the current state, surface where AI creates measurable value.
Score candidates by effort, impact and feasibility — cut the ones that look good in slides but don't survive contact with real data.
Validate the top candidates against your actual data and constraints, not toy benchmarks.
Deliver a practical implementation plan with milestones, architecture direction and success criteria.
Workflow interviews, data review, existing systems and constraints.
Candidate designs, integration surface, security and compliance considerations.
Feasibility check on real data for the top candidates.
Roadmap to production with milestones, ownership and success criteria — hand-off or continue with our team.
An AI knowledge base over 10,000+ pages of technical documentation — equipment manuals, maintenance procedures, safety standards — with hybrid search and grounded answers for plant operators and engineers.
View case study →A GraphRAG backend for legal document analysis — clause extraction, cross-document reasoning, and grounded answers over contracts, statutes and case law — used by 1,000+ lawyers in production.
View case study →No. You get a written roadmap grounded in feasibility work on your real data, with architecture recommendations you can hand to any engineering team.
Typically 2–4 weeks depending on scope. We agree the scope and outputs upfront.
No. The roadmap is portable — you can execute in-house, with your current partner, or with us. We're vendor-neutral in the recommendations.
We'll say so. If the workflow is better solved by better process or plain software, that's the recommendation. We'd rather scope out than sell you a project that won't deliver.
Book a technical call. We'll review your workflow, data, integrations and constraints, then recommend what is worth prototyping.
