┤ Data intelligence ├

Data that can build anything.

Curated datasets, pipelines and clean rooms for AI training, research and market analysis.

┤ Built for ├

AI training teams
Research labs
Industry analysts

┤ The problem ├

On its own, a data point is nothing.

Most information arrives scattered, duplicated and without context. Before it can train a model or answer a question, someone has to find it, clean it and connect it.

Scattered across sources and formats
Duplicated, noisy and unlabeled
Sold to everyone, so it's an edge for no one

01 Data curation

Clean, connected, documented.

We remove duplicates and noise, normalize formats, label what matters and document every batch, so your team starts from data it can trust.

quality_report · batch_0417Sample

Deduplication✓
Format normalization✓
Personal data removal✓
Labeling✓
Schema validation✓
Batch documentation✓

02 Exclusive datasets

One dataset. One buyer.

Every dataset we build is licensed to a single buyer. What trains your model doesn't train your competitor's.

Buyers per dataset: 1
Delivery: Parquet
JSONL · CSV
Refresh: On your
schedule

dataset_explorer · constructionSample data

record_id	category	region	stage	updated
cx-01942	Commercial build-out	TX	Permitted	2026-10-14
cx-01943	Multifamily	AZ	Planning	2026-10-14
cx-01944	Industrial	NM	Bidding	2026-10-13
cx-01945	Healthcare	CA	Permitted	2026-10-13
cx-01946	Retail	NV	Under review	2026-10-12

03 Algorithms & pipelines

Data that keeps itself fresh.

We build the algorithms and pipelines that collect, transform, classify and refresh your data on schedule.

ACollectScheduled collection from approved sources.
BTransformCleaning, matching and labeling, by rules and models.
CRefreshUpdates on your schedule, with a log of every run.

04 Data clean rooms

Collaborate without sharing.

Clean rooms on AWS let two or more parties analyze data together while each side's raw data stays private. Only the agreed results come out.

clean_room · awsDiagram

Party Araw data stays private

Clean roomAWS · agreed rules

Party Braw data stays private

Agreed output onlyaggregates · matches · scores

┤ Free · Industry Opportunity Snapshot ├

Try the data before you buy it.

Like a model demo, the Snapshot lets you test what we can build for your industry, at no cost.

snapshot · constructionSample data

{"record_id":"cx-01942","category":"Commercial build-out",
 "region":"TX","stage":"Permitted","updated":"2026-10-14",
 "source_batch":"b0417","pii":false}
{"record_id":"cx-01943","category":"Multifamily",
 "region":"AZ","stage":"Planning","updated":"2026-10-14",
 "source_batch":"b0417","pii":false}

09:00:02 run started · source group A
09:03:41 ✓ new records collected
09:04:10 ✓ duplicates removed
09:04:22 ✓ personal data removed
09:04:30 ✓ schema validated
09:04:31 ✓ batch documented · ready

┤ How it works ├

From first call to fresh data.

01Call20 minutes on your use case and industry.
02Free SnapshotA sample, a demo or a refresh run you can test.
03ScopeA written proposal and an exclusive license.
04DeliverData, documentation and scheduled refreshes.

┤ FAQ ├

Questions, answered.

Is the Snapshot really free?

Yes. It works like a model demo: you test the data before you decide to buy.

Are the datasets exclusive?

Yes. Each dataset is licensed to a single buyer.

Where does the data come from?

From sources we're allowed to use, documented batch by batch. We share the details of each dataset under NDA.

Can you build a custom dataset?

Yes. Tell us the industry, the fields and the use case, and we'll scope it after the Snapshot.

What formats do you deliver?

Parquet, JSONL or CSV, or the format your pipeline already uses.

How do you handle our data?

We sign an NDA before we see any of your data, and our clients' data never appears on this site. That's the point.

┤ Start here ├

Let's build your dataset.

Tell us your industry and use case.

Data that can build anything.anything.