Knowledge experts, not domain experts.

Gumdrop is a small, hands-on consulting studio. We build and operate custom automated intelligence platforms — systems that turn a domain into structured, living intelligence our clients own.

We don't claim to know your industry. You do — and that's the point. Our expertise is the machine: how to capture what you know, model it, research it autonomously, structure and enrich it with provenance, and serve it so it's trustworthy, citable, and worth more every day it runs. You bring the domain; we bring the machine.

We build these systems ourselves, too. We run a fully autonomous intelligence platform that monitors hundreds of sources, researches, and publishes a sourced, citable knowledge base — with no human in the loop. The patterns that make it deep, trustworthy, and cheap to run are the same ones we bring to your platform.

How we work

• Bespoke, end to end. Design → Build → Operate. We can hand you the platform or run it for you.
• Hands-on. You work with the person building it.
• Built to be owned. You end up with an appreciating asset, not a recurring bill.

What makes it good

Autonomous research, an ontology your knowledge lives in, and a structured knowledge base underneath it all — with provenance on every record, so the output is trustworthy and citable, not slop.