SERVICES

Expert help for the hardest problems.

Our applied AI team helps pharma and medtech teams build custom AI, or harden their own, for production.

SERVICES

Expert help for the hardest problems.

Our applied AI team helps pharma and medtech teams build custom AI, or harden their own, for production.

SERVICES

Expert help for the hardest problems.

Our applied AI team helps pharma and medtech teams build custom AI, or harden their own, for production.

Getting to a pilot is the easy part.

Getting to a pilot is the easy part.

THE FIRST 80%

The last 20%

The last 20%

Teams building workflows with in-house AI get 80% of the way quickly.

Where projects stall.

Where projects stall.

Those problems don’t fit neatly into a tool purchase. They take people who have solved them before.

Those problems don’t fit neatly into a tool purchase. They take people who have solved them before.

Accuracy

Proving outputs are accurate.

Automated evals that keep improving outputs over time.

We use techniques like cross-model critic panels that iterate until quality targets are achieved.

Accuracy

Proving outputs are accurate.

Automated evals that keep improving outputs over time.

We use techniques like cross-model critic panels that iterate until quality targets are achieved.

Oversight

Keeping experts in control of what the AI produces.

Human-in-the-loop review with citations to source.

We implement reinforcement learning so each edit improves the next result.

Oversight

Keeping experts in control of what the AI produces.

Human-in-the-loop review with citations to source.

We implement reinforcement learning so each edit improves the next result.

Velocity

Getting something live without months of security review.

Custom features that extend the AI platform you already use.

They run inside your environment, so you prove value fast without InfoSec hurdles.

Velocity

Getting something live without months of security review.

Custom features that extend the AI platform you already use.

They run inside your environment, so you prove value fast without InfoSec hurdles.

How we work

How we work

STEP ONE

Scope

We start with the problem your team is stuck on and agree on what success looks like.

STEP TWO

Build alongside your team

Our engineers work in your environment, on your platform, with your people.

STEP THREE

Hand off or keep going

Your team owns the result, and we can stay on for the next problem.

WHAT WE BRING

Experience from building AI for regulated work.

Experience from building AI for regulated work.

Production experience

We’ve built and run AI systems for some of the most demanding work in life sciences, from clinical study reports to regulatory submissions. We know what breaks when a pilot meets real volume, real reviewers and real audits.

Evaluation expertise

Evaluation is where we started. We measure how models perform on clinical and regulatory tasks, so we know what to test, how to test it, and what good looks like in a regulated setting.

Research

We publish our work on evaluation, document understanding and model performance, and bring what we learn into every engagement.

Everest team

WHO WE ARE

Our team spans the full stack, from AI research to production infrastructure, and from evaluation science to clinical and regulatory expertise.

Our team spans the full stack, from AI research to production infrastructure, and from evaluation science to clinical and regulatory expertise.

We’ve built AI systems that hold up in regulated work, and we bring that same team to yours.

Let’s talk about your project.

Accuracy, oversight, getting to production, or something else. We’ll follow up to scope how we’d approach it.

Scope a project

Let’s talk about your project.

Accuracy, oversight, getting to production, or something else. We’ll follow up to scope how we’d approach it.

Scope a project