Applied
What we do
Limn Applied turns strategy into action, helping organizations design, implement, and scale practical AI solutions that fit their existing people, processes, and systems. From agentic workflows to workforce enablement, we close the gap between AI ambition and measurable results.
How we do it
Agentic AI Design & Deployment
Architecting multi-agent workflows for autonomous task execution — the fastest-growing implementation priority across verticals, moving well beyond basic chatbots and copilots.
AI Literacy & Workforce Enablement Programs
Role-based training curricula that build fluency from the C-suite down to frontline workers; change management scaffolding that drives adoption rather than avoidance.
RAG & Knowledge Architecture
Retrieval-Augmented Generation pipelines that connect enterprise knowledge bases, ERP/EMR/OT data, and unstructured documents to LLMs without full model retraining.
Proof-of-Concept Acceleration
Structured 6–10 week sprint frameworks that take a use case from hypothesis to measurable business result, reducing the "pilot purgatory" pattern that stalls enterprise AI investment.
AI Integration & Tech Stack Rationalization
Connecting AI tooling into existing enterprise platforms (Salesforce, Epic, SAP, OSIsoft/AVEVA in utilities) and retiring redundant point solutions as AI-native alternatives emerge.