Research services for every stage of AI exploration
From first hypothesis to validated prototype — five core lab services designed for innovation teams who need evidence before they commit budget.
AI Prototyping
We build functional AI demos in days, not months. Our prototyping lab uses modern LLM, vision and agent frameworks to create working systems your stakeholders can interact with — not mockups.
- Interactive demos with real model inference
- Architecture documentation and technical briefs
- Integration sketches for your existing stack
- Go/no-go recommendation with evidence
POC Development
Structured proof-of-concept engagements with defined acceptance criteria, milestone reviews and executive-ready demonstrations. Every POC ends with a documented verdict your team can defend.
- Scoped success criteria agreed upfront
- Weekly lab reviews with your product owner
- Stakeholder demo with Q&A session
- Acceptance report with next-step roadmap
Model Validation
Compare models against your data with reproducible evaluation protocols. We benchmark accuracy, latency, cost and bias — giving you an objective basis for model selection decisions.
- Multi-model comparison on your datasets
- Reproducible evaluation harness and scripts
- Bias and fairness assessment reports
- Latency and cost profiling per use case
UX Research
Moderated testing sessions for AI-assisted workflows. We observe how real users interact with your AI prototype and deliver actionable findings your product team can implement immediately.
- Recruitment and moderated session design
- Task-based testing with AI workflows
- Friction mapping and usability scoring
- Prioritized design recommendations
Innovation Workshops
Facilitated sessions for R&D and strategy teams to identify AI opportunities, prioritize experiments and build a research backlog. Walk out with scoped hypotheses ready for the lab.
- Opportunity mapping and hypothesis framing
- Prioritized experiment backlog
- Feasibility scoring against your constraints
- 90-day innovation roadmap
Every service starts with a hypothesis
Tell us what you want to test. We scope the experiment and respond within one business day.
Start an experiment