Retrieval infrastructure for enterprise AI

A single API into the institutional web. Authenticated sources, normalised result metadata, built for agents.

EUR-LEX PUBMED SEC EDGAR ISO CLINICALTRIALS NIST DEEP⌟ API endpoint {} results
In production ↗

Plausible is not good enough.

Regulations change across jurisdictions. Standards bodies update without warning. An AI agent working from stale or incomplete sources is not just unhelpful — it is a liability.

Generic search surfaces what's popular, not what's authoritative. There is no concept of source federation, filter normalisation, or authenticated institutional access.

For high-stakes decisions — regulatory, scientific, legal, technical — your agents need more than plausible.

Retrieval comparison
Surface
popular unverified potentially stale public web only
vs
DEEP⌟
authoritative authenticated current traceable agent-ready

A single API into the institutional web.

Authenticated, specialist source access that no crawler reaches and no keyword search returns — plus the tooling to build and maintain your own proprietary connector libraries.

Organisations using DEEP⌟ accumulate a retrieval capability that compounds over time. That is a strategic asset, not a commodity service.

Authenticated Sources

Access to institutional, regulatory, and specialist sources that no crawler reaches and no keyword SERP returns.

Connector Infrastructure

A maintained connector library, extensible with your own proprietary sources. Build once. Maintain centrally.

Agent-Ready Results

Normalised result metadata — source, title, abstract, filters — structured for agent iteration. Not scraped page content.

Every agent you build without shared retrieval infrastructure increases the cost of the next one.

Connector code gets written, breaks, gets rewritten, and never gets shared. At low agent counts this is an inconvenience. At scale it becomes a structural bottleneck.

The maintenance tax is real.

State 1
First agent
Connectors built from scratch
State 2
Third agent
Connector debt compounds
With DEEP⌟
Any agent
Shared infrastructure

Organisations using DEEP⌟ accumulate a retrieval capability that compounds over time — a strategic data asset, not a commodity service.

The proof has been running for twenty years.

science.gov
┌─────────────────────────────────────┐ │ > "mRNA vaccine efficacy trials" │ │ │ │ ▸ NIH PubMed 847 results │ │ ▸ ClinicalTrials 94 results │ │ ▸ DoE OSTI 203 results │ │ ▸ NASA Technical 12 results │ │ 12 agencies ↗ │ └─────────────────────────────────────┘
Science.gov
A gateway to millions of authoritative results from 12 US federal science agencies — NIH, NASA, NSF, DoE, USDA, and more — from a single query. Built for researchers who cannot afford to miss an authoritative source.
Visit Science.gov →
askia.uneca.org
┌─────────────────────────────────────┐ │ > "trade policy Ethiopia" EN→FR │ │ │ │ ▸ UNECA Reports 34 results │ │ ▸ AU Commission 18 results │ │ ▸ AfDB Open Data 9 results │ │ ▸ World Bank API 67 results │ │ 31 sources ↗ │ └─────────────────────────────────────┘
UNECA Askia
31 institutional African knowledge sources — UNECA, AU Commission, AfDB, World Bank — searched in real-time with automatic multilingual retrieval across English, French, Portuguese, and Spanish. Built for economists, researchers, and policy-makers across the continent.
Visit Askia →

Extending this infrastructure for the next generation of enterprise AI.

An open connector standard — each connector encodes what a source is, how to query it, and what filters it supports. A normalised result format built for agent iteration. A platform layer for managing permissions, private connector libraries, and governed source access.

This is infrastructure, not an application. It sits beneath whatever your agents are built on.

We are working with a small group of design partners now. If you are building AI workflows and the retrieval problem sounds familiar, we would welcome a conversation.

Your agents
application layer — yours
your layer
DEEP⌟
search · normalise · federate
live
Source connectors
eur-lex · pubmed · sec · iso · ...
open std