Applied AI
Applied AI for production workflows — not demos that die in pilot.
We help engineering teams design, build, and operate AI systems that solve real problems in real operations — pragmatic AI, built reliable, shipped to production.
The AI readiness model
Most AI initiatives fail before the model matters. We start where value is real and the path is safe.
01
Strength & Fit
Where AI creates real leverage.
02
Data Readiness
Quality, access, and governance.
03
Evaluation
Measure quality, risk, and cost.
04
Operate
Monitor, learn, and improve.
Where AI earns its keep
Intelligent Search
Find answers fast across your own data and documents.
Document Intelligence
Extract, classify, and summarize document-heavy work.
Workflow Automation
Automate decisions and next actions with guardrails.
AI Assistants
Augment teams with the right context and tools.
Implementation principles
- Start with workflows and value, not model novelty
- Human-in-the-loop where judgment matters
- Design for privacy, security, and auditability
- Monitor quality and cost in production
- Build vs. buy discipline
Pilot to production
Pilot
Validate
Integrate
Operate
40%
faster ticket resolution
3x
document throughput