Rapid AI Prototype Sprint
From concept to clickable AI demo in ten business days.
CognitionLab is a Montreal research studio that turns AI hypotheses into working prototypes — fast, measured and ready for your next decision.
Where AI ideas become tested products.
Same-week feasibility sketch with a working demo and a go/no-go recommendation.
End-to-end AI prototype with benchmark metrics, UX walkthrough and stakeholder review.
Model validation, dataset audit and deployment kit — evidence your team can act on.
Featured packages
Pre-scoped lab engagements designed for innovation teams who need evidence, not slide decks.
From concept to clickable AI demo in ten business days.
Structured proof-of-concept with success criteria and stakeholder demo.
Compare models against your data with reproducible evaluation reports.
User testing sessions with AI-assisted workflows and actionable findings.
Lab process
Every engagement follows our documented research protocol — transparent, repeatable and built for decision-makers.
Define the question, constraints and success metrics.
Architect the prototype, select models and plan evaluation.
Develop the working prototype in our Montreal lab.
Run benchmarks, UX sessions and stakeholder reviews.
Deliver findings, recommendations and next-step roadmap.
Core services
Rapid development of functional AI demos using modern LLM, vision and agent frameworks — scoped to your use case.
PrototypeStructured proof-of-concept engagements with defined acceptance criteria and executive-ready demonstrations.
POCReproducible benchmarking against your datasets with bias checks, latency profiling and accuracy reporting.
ValidationModerated testing sessions for AI-assisted workflows — findings your product team can implement immediately.
UX LabField notes
"CognitionLab delivered a working RAG prototype in eleven days. Our board saw a live demo, not a roadmap — that changed the funding conversation entirely."Marie-Claire Dupont — VP Innovation, FinTech Montreal
"The benchmark report compared four models on our clinical notes dataset. Clear winner, clear trade-offs. Exactly the evidence our compliance team needed."Dr. James Okonkwo — Director of AI, HealthTech Quebec
"Their UX research cycle uncovered three friction points we would have shipped. Saved us months of rework after launch."Sophie Tremblay — Head of Product, SaaS Platform
Tell us your hypothesis. Our Montreal lab team responds within one business day with a scoped proposal.
Start an experiment
Whether you are exploring a new AI capability, validating a vendor claim or preparing a board presentation, CognitionLab gives you a controlled experiment — not an open-ended consulting engagement. Every project ends with documented evidence your team owns.
We work with enterprise innovation labs, scale-ups and research departments across Quebec and Canada. Prices in Canadian dollars (CAD).