We find where frontier AI belongs in your business, ship it to production, and tie the result to the P&L.
The gap is rarely the model. It is the distance between a boardroom ambition and a system people use on Monday morning. We close it by doing both jobs: setting the strategy and writing the code.
Outcomes delivered by our leadership across operating roles and client engagements.
Where generative AI, agents, and data products create value, and where they don't. A roadmap sequenced by dollar impact and risk.
Forward deployed engineers embedded with your team. Working prototypes and production tools in weeks, not quarters: RAG pipelines, evaluation harnesses, agentic and MCP workflows.
Success criteria set up front: revenue, margin, hours reclaimed, adoption. We stay through rollout so the system is used, not just shipped.
Every win becomes a reusable playbook and reference implementation, so the second deployment costs a fraction of the first.
We work under NDA and let outcomes speak. A sample of recent engagements:
Advised on bringing data and advertising together across streaming, ad-tech, and digital divisions into a single operating group.
Shaped the strategy, sequencing, and build-vs-buy decisions for a major new data and analytics investment.
Engineered an engine tying 150M+ U.S. building footprints to viewership at ~15,000 queries per second and sub-10ms lookups, opening a new line of ad spend.
Promise & Proof is a senior team of operators and engineers who have run data and AI inside global enterprises and built it hands-on in startups. Our leadership has taken data-driven revenue from zero to $300M+ a year, stood up enterprise AI governance, and shipped agentic systems that returned thousands of hours to the business.
We work forward deployed: our engineers sit inside your business, next to the people who own the problem, and build with whichever frontier model fits the job, from Anthropic, OpenAI, and Google to open-weight models from Meta, Mistral, and beyond. We stay small on purpose. The people who scope the work are the people who build it, as comfortable in a codebase as in a boardroom.