Most AI Projects Fail After the Demo. We Build What Runs.
intro
The gap between an AI prototype and a system your team uses daily is where most projects die. We've built AI that field teams rely on every morning, document systems that replaced manual review for media companies, and tools that thousands of users depend on. We know what breaks in production because we've fixed it.
offerings
Three problems we solve for teams that are done experimenting and ready to deploy.
turn your documents into answers
Your team has answers buried in docs, contracts, SOPs, and proposals. We build AI that finds them instantly — with source citations, version comparison, and structured extraction. No more digging.
automate the work nobody wants to do
Ticket triage, meeting summaries, data entry, report generation — the repetitive work that eats your team's time. We build AI workflows that handle it, integrated with the tools you already use.
make AI work with your data, not against it
Off-the-shelf AI doesn't know your industry, your terminology, or your standards. We fine-tune models to your domain, build test suites to ensure quality, and set up monitoring so you know when something's off.
proof
What "production-ready" looks like in practice.
field operations AI
AI agents used daily by field teams to answer project questions in seconds — on active job sites, not in a demo environment.
document processing
A document processing system that replaced weeks of manual review for a media company, turning unstructured files into structured, searchable data.
SaaS platforms
Tools serving thousands of active users across multiple SaaS platforms — built to run, not just to launch.
how we work
A straightforward process designed to get you from idea to production as fast as possible.
discovery call
We learn about your AI needs, current workflows, and business goals. You get an honest assessment of what's possible and a clear proposal within 48 hours.
rapid prototype
We build a working proof of concept in 1-2 weeks using your real data. You see exactly how the solution works before committing to a full build.
production deploy
We ship the production-ready solution with monitoring, testing, and documentation. You get ongoing support to ensure everything runs smoothly.
about
Founded by Andrew Sauer— neuroscience researcher turned engineer, Stanford GSB, former Warner Bros. We've built AI agents used daily by field teams on active job sites, shipped document intelligence systems for media companies, and launched platforms serving thousands of daily users. We bring research rigor and business sense to every build.
We take on a small number of clients at a time. If you have a specific problem, reach out for a direct assessment.