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// the data exchange for AI and trading

Every dataset has a buyer.

Sell the data your company already generates. Buy the data your models need. We check it, clean it, price it and write the contract.

EXCHANGE TAPElive
10:42:07SOLDEU support chats, DE/FR/EN€9,500
10:41:55REQUESTNight dashcam, rain, EU roads€40k pool
10:41:30LIVEContainer terminal cams, Hamburg+3 subs
10:41:12SOLDBTC-USD L2 snapshots, 6 venues4.8k USDC/mo
10:40:48SHARESwiss German calls, 42 h accepted€1,260
10:40:03VALUEDDiscarded cryo-EM micrographs€20k to €35k
10:39:41SOLDK8s prod logs, labeled incidents€6,000
Any format →imagevideoaudiochatemaildocumentslogsgeotabulartime seriesmarket dataon-chainlab instrumentssyntheticstreams
01 / Trade

Four ways to move data.

02 / What trades here

From order books to ocean floors.

Training data is one market. Funds, labs and mapping teams buy data that has never been for sale, and some of it is generated or collected for them.

Browse all categories →
Markets and crypto
  • BTC and ETH order books
  • Funding and liquidations
  • Card spend panels
  • Earnings call audio
→ Quant funds, crypto desks
AI training
  • Multilingual support chats
  • Egocentric and mocap video
  • Call audio with transcripts
  • Labeled documents
→ LLM, vision, speech and robotics teams
Bio and lab
  • CRISPR screens incl. failed runs
  • Live-cell microscopy
  • Discarded cryo-EM micrographs
  • Incubator telemetry
→ Biology foundation models, pharma
Extreme locations
  • Antarctic station sensors
  • Deep sea ROV video
  • Volcano seismic
  • Humanitarian demining imagery
→ Climate, robotics and mapping teams
Synthetic
  • Synthetic KYC documents
  • Driving edge cases
  • Clinician-checked medical dialogues
  • Generator and validation documented
→ Teams short on rare or sensitive cases
Collections
  • TikTok trends, past month
  • App store reviews
  • Job postings
  • Crypto signal channels
→ Brands, funds, trend models
03 / Services

Raw in. Model-ready out.

Send us a messy export, a bucket, an inbox. We run it through the pipeline and hand back a clean, documented, legally safe dataset.

ingestcheckanonymizededupelabelformatdeliver
Service pricing →
ValuationfreeA price range from demand, uniqueness, freshness and quality.
Quality auditreportCompleteness, noise, class balance, schema drift. Shown to buyers as a score.
AnonymizationpiiNames, PINs, IBANs, emails, faces, plates and voices removed or replaced.
Deduplicationexact + nearHash and embedding based. Cross-checked against the rest of the exchange.
Labeling and classificationhuman + modelBounding boxes, transcripts, intents, sentiment, custom taxonomies.
Formattingany → anyParquet, JSONL, WebDataset, COCO, HF datasets, CSV. Your schema or ours.
ExtractiondiscoveryWe find usable data in your systems that you did not know you had.
Contracts and NDAslegalUsage-scoped licenses, generated per deal and e-signed.
04 / Collect

No data yet? We ship the hardware.

Lab, factory floor or living room: we send calibrated collection kits, set up consent, and the capture app uploads straight into your listing or an open request.

Order a kit →
05 / Private exchange

Not everything belongs on a public shelf.

List discreetly. Only we see what you hold. We match it to verified buyers, put an NDA in place, and only then reveal it. Nothing appears on the marketplace.

List privately →
aHidden listing. Metadata stays with us, not in search.
bBlind matching. Buyers see a spec, never your name.
cNDA first. Signed before any sample changes hands.
dEscrow. Funds release when the buyer accepts delivery.
06 / Developers

Pull data like a model checkpoint.

Python and TypeScript libraries, a REST API, a CLI and an MCP server. Capture, upload, stream and download from the same account.

pythontypescriptrestclimcpwebsocket
Read the docs →
train.py
$ pip install knowlaiedge

import knowlaiedge as kn

ds = kn.load("eu-support-chats-3lang", split="train")
ds.preview(5)          # free, before you buy
ds.quality             # score, dupes, pii report

for frame in kn.live("port-hh-crane-07"):
    model.update(frame)
07 / Who sells here

You are probably sitting on data someone wants.

Commonly overlooked sources
support deskCustomer chat and email exportsWanted by: LLM labs, intent models
warehouseSecurity camera footageWanted by: Vision and robotics teams
fleetVehicle GPS and telematicsWanted by: Mapping, logistics, quant funds
infraServer and application logsWanted by: AIOps and security models
call centerCall recordings and transcriptsWanted by: Speech and voice agents
financeInvoices, receipts, order dataWanted by: Document AI, alt-data funds
labDiscarded experiment runs and raw sensor logsWanted by: Scientific foundation models
clinic, anonymizedImaging archives and device readoutsWanted by: Medical AI, with full consent trail
factoryMachine vibration, audio and failure eventsWanted by: Predictive maintenance models
trading deskOrder books, fills and OTC flowWanted by: Quant and crypto funds
bio labFailed assays, microscopy and sequencing runsWanted by: Biology foundation models
field stationPolar, deep sea and high altitude sensor logsWanted by: Climate and robotics models
08 / Who buys here

Built for teams that train and trade on data.

Contracts
Licenses, NDAs and DPAs generated per deal, signed in the browser.
Escrow
Buyer funds held until delivery passes the agreed checks.
Compliance
GDPR and revDSG checks, consent records and an audit trail on every file.
Payments
Pay and get paid in EUR, CHF, USD, USDC, USDT, BTC or ETH. Same escrow either way.
How we keep deals safe →
CARDSEPAWIREUSDCUSDTBTCETH
09 / Questions

Straight answers.

What is knowlAIedge?

knowlAIedge is a data exchange. Companies, research labs and individuals sell data they already produce. AI labs and trading firms buy it for model training and research. We value, clean, anonymize, label and contract every dataset in between.

How do I sell data I already have?

Connect a source or upload files. We scan it, flag personal data, check the legal basis and give you a free price range. If you go ahead, we prepare the data and list it publicly, privately or only into matching requests. You approve every buyer.

How do buyers know the data is good?

Every listing has a free preview, a quality report with completeness, duplicate rate, PII residual and label agreement, and a documented schema. Payment sits in escrow until you accept delivery.

Is selling data legal under GDPR?

Often, yes, once personal data is removed or a valid legal basis and consent exist. Our legal check reviews consent records, contracts and the legal basis, and we run a DPIA where needed. Data that cannot be cleared is not listed.

Can I sell live or recurring data?

Yes. Listings can be one-time, recurring by day, week or month, or live streams delivered through our edge relays with latency and uptime guarantees.

When can I start?

We are onboarding in batches. Request early access and we will set up your account with you.

What is your data worth?

Connect a source. Get a scan, a quality report and a price range in minutes. No commitment.