Enterprise-grade LLM evaluations to develop world-class generative AI tools

We build custom evaluation environments for real‑world workflows, helping enterprises test, fine-tune, and scale agentic AI systems with accuracy and control.

With micro1, enterprises evaluate and fine-tune frontier LLMs to power reliable, compliant internal AI agents—ready for real-world use.

The challenge

Demonstrating ROI

Enterprises lack a reliable method to demonstrate ROI for specific agents, whether for internal use cases or client facing products.

Performance risks your brand

Models hallucinate, behave unpredictably, or expose security gaps, putting reputation, customer trust, and revenue on the line.

Trust and compliance remain a black box

Usage of AI systems are often opaque with unclear compliance risks, making it difficult to trust them and safely scale their use.

micro1's solution

Pinpoint ROI

We set up real‑world evaluation environments around your workflows, building detailed rubrics and scoring every output to show exactly which agents drive ROI and where investment delivers the most impact.

Catch failures before they hit your brand

Agents are stress‑tested inside these environments against live scenarios. Weak outputs, hallucinations, and risky behaviors are surfaced and fixed long before they reach customers.

Establish trust and ensure compliance

Through ongoing evaluations and transparent scoring, compliance risks are surfaced early and reliability is continuously validated, giving you the confidence and control to deploy agentic AI safely.

Bulletproof, multi-layered QA

Every dataset goes through multiple layers of review, from expert validation to manager oversight and automated checks. Quality is reinforced at every stage to ensure outputs are complete, accurate, and aligned with client standards.