custom
Monitoring, Evaluations,
& Adaptation

to improve your organization's AI.

We specialize in surfacing blind spots, measuring impact, and guiding AI toward better outcomes without manual annotation or heavy infrastructure changes.

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Evaluate quality, Monitor suitability, Guide adaptation

Get useful faster

Reins AI provides custom monitoring and evaluation to guide your AIs toward usefulness.

Our methodologies help everyone, from implementers to decision-
makers, understand the uncertainty and potential of their AI systems.  

We handle the insights you need after deployment, so your team can focus on building and shipping.

Simple pricing. Flexible contracts. Just the steps you need, right when you need them.

Not evaluating yet?

Nearly all AI deployments slow down at the hard part: production testing. The early wins don't always survive  stakeholder scrutiny when accuracy demands and error rates come into play.

Already in deep in development? Stalled in UAT? Struggling to explain or manage risk?

We've helped teams move past these roadblocks and
‍get to useful faster.

Get started

No resources?

We get it. You’re focused on development and deployment. Our monitoring runs alongside your teams without pulling bandwidth or requiring new hires.

No budget?

We offer simple pricing and frictionless contracting to get you moving. No long procurement cycles, no surprise fees, no licensing requirements.

No data?

We work with what you have: no minimums, no labeling, no problem. Our evaluations don’t rely on curated datasets or expert annotations. We handle the heavy lift so you can move forward.

No expertise?

Reins AI is built to democratize AI evaluation. We upskill your team with practical, state-of-the-art methods, so they’re ready to lead when it counts.

Don’t just take our word for it

"Transformed how we approach agent evaluation."

"Collaborating with Reins AI was a transformative experience for agent evaluation, greatly enhancing our approach to AI solutions. Marisa and team’s expertise & innovative Gen AI strategies were invaluable."

Principal Data Scientist
Infosys
"A vital partner in making sense of a changing market."

"It was a pleasure to collaborate closely with Marisa when we researched business cases for AI safety benchmarks. Her breadth of knowledge of AI models and their application, attention to detail, and enthusiasm helped us rapidly understand a changing market at a critical time for our organization"

Product Manager, MLCommons
"A rare blend of strategic clarity and technical depth."

"Reins AI brings a rare combination of strategic clarity and technical depth. Their team approaches AI evaluation with a sharp eye for both real-world impact and long-term scalability. It's the kind of collaboration that leaves you with not just answers, but a stronger way of thinking about AI."

Senior Developer,
Infosys
"I learned more about AI on this project than all my others combined."

"I have learned so much from this project—more than all my other projects combined—and you were a big part of this. Thank you so much for all your knowledge sharing and inputs in driving the approach in the right direction whenever we got stuck."

Senior Data Scientist
KPMG
"Unprecedented commitment and cross-disciplinary expertise."

"Working with Reins AI was transformative to our existing thinking on medical AI benchmarking. The team brought in diverse expertise spanning across strategy, science and regulatory. Their commitment and professionalism were unprecedented."

Chair of Medical Working Group MLCommons
"Impressive technical knowledge and practicality."

"We were impressed with their sound and practical technical knowledge and expertise."

Executive Chairman
Swarm Intelligence
Fortune 500s to Startups
5.0 on Clutch

it's your stack.

Reins AI integrates with the platforms and tools your team already uses.

No new licenses. No mandatory dashboards. No custom tooling to learn.

Your data. Your evaluations. Your models.
We just make them more useful.
Let's integrate
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