About

We solve enterprise-scale business challenges with purpose-built AI agents, delivering measurable impact.

What Sets Us Apart

End-to-end Ownership

We own the full lifecycle from problem scoping with customers, to architecting the agentic solution, to designing evals, hill climbing, and deploying to the customer’s production environment.

Greenfield Codebase

Every engagement is purpose-built for the customer’s workflows using the latest models and tooling, without legacy baggage.

Customer Facing

We work directly with Fortune 500 company executives and their engineering teams to understand workflows, define the problem, and design the highest ROI solution. We turn ambiguity and nuance into an impactful, lasting solution by maintaining tight feedback loops and rapid iteration.

Eval-driven, Measurable Impact

We are laser focused on customer outcomes. Each engagement has clear metrics and thresholds defined collaboratively with the customer. We hill climb on real data and deliver impact in weeks, not years.

Product Influence

We test Microsoft’s AI platforms against real production workloads through our customer engagements and feed learnings directly back to product teams. We help provide the full feedback story these teams need to ship a solution.

Exceptional Teammates

We are a curious, high-caliber, low-ego team engaged in and energized by our work. We’ve ranked in the Top 12 of Stanford’s Terminal Bench, previously built at Google, Palantir, and NVIDIA, and graduated from top universities.

How We Work

01Discovery1 week
02Prototype2 weeks
03Solution3–6 months

Immerse in the customer’s workflow, map the problem space, and identify where AI agents create measurable impact.

Build a working prototype on real data to demonstrate speed, quality, and ROI potential to the customer.

Build a production-grade AI agent deployed in the customer’s tenant. Design custom evals, hill climbing on accuracy, and iterating against real workflows to deliver measurable ROI week over week.

Our Impact

We ship custom, production-ready AI agent systems across various industries. Here’s our proven impact.

Government

AI agent analyzes financial records and evidence to accelerate Power-of-Attorney abuse investigations.

96%Agent accuracy
£5M / yrProjected cost avoidance

Healthcare

AI agent builds structured Root Cause Analyses by reasoning over patient data and clinical conversations.

98.6%Reduction in case construction time
30%Lift in data captured

Consumer Goods

AI agent validates retailer trade claims and identifies override patterns causing revenue leakage.

€34M / yrReduced leakage in US
€100M / yrAdditional working capital
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Microsoft Delta?

Fill out this short form to express interest. We’ll review your submission and reach out if there’s a fit. You may be asked to complete the FDE Bench — our technical assessment.

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