01
The value of data, if distributed fairly, is an incentive for transparency.
Nobody has ever been paid to compile what people already know, so the decisions that depend on it, on risk, on impact, on the security conditions on the ground, get made without it. Pay for that knowledge instead and the incentive flips: whoever holds it now has a reason to make it legible, verifiable and current. That is the case for building this now.
The knowledge exists. The decisions that depend on it are made without it.
In frontier economies the knowledge the world depends on is already there, in heads, on paper, and in disconnected silos, in places its buyers will never visit. It never becomes data, because the people who hold it have never been paid to compile it, and the systems that could carry it were never built for them.
So every decision downstream runs on guesswork: risk is priced blind, provenance is unverifiable, impact claims cannot be checked, diligence is a paper trail. The parties who need the data, and increasingly the AI agents acting for them, have nothing to query.
Where nothing can be verified, honest and dishonest trade at the same price.
Too small to build for one at a time. Not too small to build for at once.
Infrastructure
Digital infrastructure that is really backward.
Information
Information that is scarce and hard to get.
Opportunity
Substantial room to improve how digitisation happens.
A market qualifies on those three conditions, never on where it sits: geography follows from them and never defines them. Each of these markets was, on its own, too small to justify a system built for it alone. None of them ever needed one each: the same rails, customised to a market rather than rebuilt for it, reach all of them.
Previously stigmatised geographies carry a penalty long after the reason for it has changed, because nobody went back to check. Once the record exists, closing that gap releases the outsized opportunity the stigma suppressed: these places were never priced on what is actually there.
02
Local civil society participation
03
Crowdsourced KYC
04
Frontier-market investment
05
Banking the unbanked
06
In-country research
07
Community interventions
08
Artisanal mining
09
Small-scale farming
10
Targeted market research
11
Off-grid and mini-grid energy
12
Conservation projects
13
Indigenous and community land & forest management
14
Refugee and displaced-population economies
15
Grassroots disaster preparedness
16
Smallholder fisheries & aquaculture
17
Pastoralist livestock economies
18
Community-based tourism
Regulation, AI and the energy transition all need the same asset: verified data from the origin.
The value chains the world depends on in these economies, critical minerals, carbon, food, finance, are what generate the demand. They need the origin priced, and priced on evidence.
This demand is not hypothetical: buyers already pay for the answer the hard way. They fly an expert to one site, and the answer is stale before the invoice clears. The buyers listed here are that same budget, waiting for a better product.
What DAAC prices for them is the data itself, not the ore it describes. The value chain is the reason the data is worth paying for; the asset on sale is the record.
And a new kind of buyer is arriving: an AI agent acting on the frontier has no instinct to fall back on, so without data that carries its provenance it hallucinates its way through. It needs verified ground truth more than any human buyer ever did, and it queries for that record continuously instead of filing for one once a quarter.
Verified ground truth is the difference between an agent that acts and one that guesses.
Who pays for it
01
Commodity traders & off-takers
Supply-security intelligence to price and commit to frontier supply.
02
Capital allocators
DFIs and sovereign funds deploying nine figures who need field-verified intelligence.
03
Insurers & reinsurers
Pricing risk in environments nobody currently measures.
04
AI labs & data platforms
Correcting the structural bias of models trained on data from everywhere but here.
05
Satellite & remote sensing
Ground-truth labels to validate what imagery can only infer.
06
Compliance
Sourcing diligence is turning into law across the value chain.
A record like this usually sits in a dozen systems that have never spoken to each other, while the buyer who needs it pays an expert to fly out and read it by hand. Closing that gap looks like this: resolve the same entity everywhere it appears, and consolidate what each system already knows into one answer.
DAAC · discoveryScattered
SCANNING FIELD
SCATTERED · UNINDEXED
NzibiraSouth Kivu, DRC
Open web · 0→0 sources · 0 data points
Scattered across the web, or never digitised. Now findable.
Value realised, not extracted.
The exchangethe market
Brokers the meeting between a buyer and a holder: a query finds an answer nobody else had, on the holder’s own terms, and the value of it flows straight back to the person who held it first. The data itself never changes hands, only the reading of it does.
- Discovery for a record that never had a public address
- Permissioning that always resolves to the holder’s own terms
- Nothing changes hands until the holder allows it
The railsthe infrastructure
Spine, Frame, Forge, Scribe and Crawl carry the weight underneath, so the exchange above can be trusted rather than improvised: discovery, conformance, exchange and the public record, built once and shared by everyone who builds on them.
- One protocol every partner system reads, instead of five
- Conformance that makes an origin record comparable anywhere it travels
- A public record for the parts of the world no map has reached yet
First: supply
Digitise & recycle
Turn knowledge that was never data into structured assets, and unlock what is trapped in existing systems. Underway, through the live ecosystem apps.
Then: infrastructure
Lay the rails
Spine, Frame, Forge, Scribe and Crawl: discovery, conformance, exchange, chain of custody, and the public record. The rails that make a sovereign data market trustworthy. In build.
Then: demand
Open the market
Reach the buyers who need data from sectors and geographies that were always opaque. The commercial push, once supply has critical mass.
Every cycle through supply, rails and demand adds to the same record, and enough of that compounding looks less like one exchange and more like infrastructure.
The reference database for the unindexed world, owned by the people who build it.
None of that compounding matters unless it points somewhere. Search organised the world’s published information. It never reached the places where the information is not published: the mine sites, communities and value-chain origins the world now has to price. DAAC’s ambition is the definitive record of those places, compiled by the people who live there and owned by them throughout.
Frontier economies are where traditional information infrastructure failed, and that is exactly why the new model starts there: nothing already standing in its place, and everything still to index. Where the old model sends an expert with a notebook, this one is already resident.
The supply side is not a data centre, and not a scraper. It is digital ecosystems rooted where the answers are: apps that digitise what people on the ground know. Hubs that consolidate the public record. Closed systems finally made legible. And sharing has an incentive at last: every holder can see where their data goes, set the terms, and get paid, so the supply grows instead of drying up.
What that becomes
The index of the unindexedA reference layer for the places the web never covered. The ecosystem already reaches villages no map has named.
Supply that stays sovereignThe people and organisations who hold the ground truth compile records they own, see where each one goes, and earn from it.
One record, many buyersThe same data point answers a trader, an insurer, an auditor and an agent, and earns for its owner each time.
The people who need this data are already paying for worse.
Buyers already pay for the answer the hard way, and the people who hold it have never been paid at all. What exists is the work already done in these places, an ecosystem capturing the supply today, and the shift that makes the rest buildable. If any of that is a problem you are living with, get in touch.