A full-lifecycle AI services firm
Trinogl thinks,builds,runs
From AI strategy to production-grade GenAI systems — we operate across the full transformation cycle so nothing gets lost between the roadmap and the model.
The lifecycle
One firm across strategy, build, and operation.
Most AI engagements break at the seam between roadmap and runtime. We own the full cycle, so the system you launch is the system we keep honest.
Think.
Strategy that survives contact with production.
- —AI Strategy & Readiness
- —Responsible AI & Governance
- —Fractional Chief AI Officer (vCAIO)
Services
What we do, end to end.
Every engagement maps to one of three stages of the AI lifecycle. Pick a single capability or a full sequence — the team is the same.
Think.
Strategy that survives contact with production.
AI Strategy & Readiness
Translate ambition into a sequenced plan. Where AI moves the number, where it doesn't, and what to fix before model one.
Responsible AI & Governance
Policy, risk, and regulatory mapping — EU AI Act, NIST, ISO 42001 — wired into the way teams actually ship.
Fractional Chief AI Officer (vCAIO)
Embedded leadership for the first 90–180 days. Roadmap, hiring, vendor calls, board narrative.
Build.
Production-grade systems, shipped in quarters not years.
Application Development
Full-stack product surfaces around the AI core — web, internal tools, APIs — built to enterprise standards.
Automation
Workflow automation that compounds. We measure hours returned, not tickets closed.
AI / ML / GenAI
Custom models, fine-tunes, and retrieval systems. The right model for the job, including the boring one.
Conversational AI & RAG
Grounded assistants over your knowledge — with citations, evals, and a clear path off the demo cliff.
AI Agents & Agentic Workflows
Multi-agent systems with tool use, memory, and human checkpoints where they matter.
Run.
We keep the system honest after launch.
Evaluation, LLMOps & Pilot-to-Production
Eval harnesses, CI/CD for prompts and models, drift monitoring, cost optimization, guardrails and red-teaming — the operational layer that turns pilots into production.
0%
Manual review backlog removed
0d
MVP guarantee
0%
Owned through Run
Featured work
Multi-agent claims triage, in production
A multi-agent workflow that classifies, routes, and pre-adjudicates claims — cutting manual review backlog by 60% while keeping a human in the loop on every contested decision.
Outcomes
- 60% reduction in manual review backlog
- High classification accuracy validated against adjuster ground truth
- Seven-figure annual operational savings
- Continuous eval harness flags drift before it reaches customers
Talk to us