SERVICES / 04 — PRODUCTS
Agent-native products.
Software where AI agents don't just describe your brand. They run the work.
At a glance
- Built in
- Python and TypeScript pipelines behind MCP servers, with agent-first interfaces on top.
- Good fit
- Recurring knowledge work that already runs on a method: research that has to stay current, or content operations that repeat on a schedule. The method has to be encodable.
- Not for
- Generic app development, or a chatbot bolted onto an existing workflow. Take the agents out — if the product still exists, this is not that.
Intelligence Pipelines
Agents that read hundreds of sources on schedule, extract what changed, verify it against your methodology, and draft the update. Every judgment call flagged for human review.
Research & Monitoring
Living Data Assets
MCP Servers
Your knowledge and tools exposed as a standard interface, so agents (yours and your partners') can work with them safely.
Tool & Data Access
Rules & Guardrails
Agent-First Interfaces
Products where the agent is the interaction. A shop that curates instead of listing, an intake that qualifies instead of forwarding forms.
Curating Storefronts
Qualifying Intake
- 02:00:03 pipeline/ingest 47 sources checked … 12 updated
- 02:00:47 agent/extract parsing new statistics
- 02:03:12 agent/verify cross-checking against methodology rules
- 02:05:30 agent/synthesis updating time series · 3 assumptions → data
- 02:06:02 review 2 judgment calls flagged for human review
The test is simple. Take the agents out: does the product still exist? If it does, it was an app with an AI feature. Agent-native means the agents are the product.
Every one runs on a machine-readable source of truth: your identity layer, or your methodology, encoded. This is the frontier layer, built openly with a few brands. Our first case keeps a 20-year market time series current across ~195 countries, every judgment call flagged for review.
FAQ
Straight answers to what founders actually ask.
-
A machine-readable source of truth, yes. For brand work that's the identity layer; for research products, your methodology encoded. It's what agents run on. Strategy and web can already exist elsewhere.
-
A standard way for AI agents to use your tools and data. Think of it as the port your brand exposes to the agent ecosystem, with rules attached.
-
No. We don't build generic apps, and we don't bolt chatbots onto old workflows. We build products where agents run recurring knowledge work (research, curation, content operations) from day one.
-
We don't publish a range for this layer, because we haven't built enough of them to quote one honestly. This is the frontier layer, scoped with a few brands at a time. Studio projects overall start at €15,000, and the first call tells you whether your case fits.
-
It starts with a 30-minute call that ends in a straight answer either way. If your case fits, we scope it and put a number on it before anything begins.
Tell us about your project
Let's build something exceptional.
One call, 30 minutes, and you'll know whether we can actually help. If the answer is no, we usually know who's a better fit.
