About AI Labs
AI Labs is i2e Consulting's applied AI research and development arm, a small, high-velocity team that turns AI in digital transformation a reality. They turn the latest advances in generative AI, agentic systems, and machine learning into production-grade AI solution for for pharma R&D, clinical trial data management, and enterprise productivity. We don't wait for technology to stabilize. We deploy it, stress-test it, and ship it, while the rest of the industry is still writing strategy decks about it.
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Our engineering standard mandates model-agnosticism.
Solutions move from problem statement to working MVP in 2–5 sprints.
Every LLM integration is abstracted behind config, so a model upgrade is a YAML change, not a refactor.
Full autonomy to experiment with any tool, framework, or architecture pattern, with
Freedom to explore; discipline to deliver.
Operating with a core team of 5–6 engineers.
Quicker delivery that typically requires teams three to four times our size.
Enables pharma portfolio leaders to model FTE demand across therapeutic areas and geographies, run rapid "what-if" scenario comparisons for milestone shifts and study changes, and update forecasting algorithms without complex PPM tool change cycles.
Replaces the manual Excel-based process of exporting PPM tool scenarios, building ad-hoc comparison formulas, and performing root cause analysis across multiple files
