Discovery for Search and AI
We map where AI and search create real leverage across your product and workflows, and rule out the noise.
We're your AI partners. We cut through the chaos of endless options and turn decision paralysis into shipped, production-grade work.


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We map where AI and search create real leverage across your product and workflows, and rule out the noise.
We build narrow, production-grade AI systems tuned to your domain, not generic demos.
We measure what works. Rigorous evals and benchmarks so you ship on evidence, not vibes.
We level up your team with hands-on workshops that turn AI from theory into daily practice.
We're in the work every day, shipping, testing, and writing about what actually moves.
Here's what we've learned, and who we've built it with.
Field notes on building production AI: evals, architecture, and the decisions behind them.
How teams went from idea to shipped AI with us: the problem, the build, and the outcome.
Tell us where you are and where you want to be. We'll bring the focus, the build, and the discipline to get you there.