AI Automation
Automate the repetitive, document-heavy work that eats the day — intake, support triage, reporting, data entry, follow-ups.
Turn a 30-minute manual task into 30 seconds.
AI systems for real workflows
AI systems that do the work.
Automations, custom agents, and research-grade ML that take real work off your team's plate — built by the team behind Sciloop (YC F25).
- Document intake & extraction
- Support triage & follow-up
- Internal knowledge assistants
- Evaluation & quality checks
MIT
Y Combinator (F25)
IPhO Medalists
MIT CSAIL
What we build
Three ways we take work off your team's plate.
Custom AI Agents
Internal copilots and customer-facing agents that actually know your business — RAG over your own documents, tools, and data.
Answers from your data, not the open internet.
Applied ML & Research
The hard stuff most shops can't ship: custom models, fine-tuning, evaluations, retrieval, and performance work.
When off-the-shelf AI isn't enough.
How it works
A build engagement, then optional support.
-
Map
We find the workflow where AI pays off fastest.
-
Build
We design and ship the system on your stack.
-
Integrate
It plugs into the tools and data your team already uses.
-
Maintain
We keep it running and improving — optional retainer.
Why us
Built by IPhO medalists and MIT CSAIL researchers — the team behind Sciloop (YC F25), which builds reasoning data for frontier AI labs. We do the hard parts a no-code wrapper can't.
Good fit if
You already know where the work is slow.
- Your team repeats the same operational task every day.
- You have documents or data people can't search reliably.
- You tried a generic AI tool and it broke on the details.
Start with the workflow
Tell us what's slowing your team down.
One call. We'll tell you what's worth building — and what isn't.