Aave
Morpho
Navi
SparkLend
CoW Protocol
Seamless
Venus
Level
Falcon Finance
Onchain Labs
Incentiv
ORBT
GoldfishAn execution layer, not a dashboard vendor.
Most analytics work ends at the chart. Ours begins there. We treat data the same way you treat your protocol, as a product that must perform, not a deck.
Products, not decks
We ship SaaS like OnchainSuite and Setnel. Recurring problems get recurring solutions, owned, versioned, supported.
Operate, don't advise
We run the pipelines, the warehouse, the surfaces. You see results, not invoices for setup.
Models with semantics
A user is a user. A position is a position. We hand you protocol-aware models, not raw rows.
Strategic latency
When a vote, an exploit, or a competitor move lands, you have a read on impact in hours, not weeks.
One pipeline. Five surfaces. Yours.
The same instrumentation we built for funds and foundations powers your ops. Hover any layer to see what we operate.
Match the intel level to the stage.
From a quarterly partner read to a fully embedded data org, we shape the engagement to your maturity, not a price card.
Growth Data Partnership
Weekly performance reads + maintained pipelines. ROI on every initiative. Bi-weekly office hours for whatever's burning.
- weekly performance reads
- initiative ROI tracking
- bi-weekly office hours
- dashboard maintenance
- slack channel access
Strategic Growth Intelligence
A dedicated analyst lives in your standups. Automated alerts, unlimited initiatives, competitive benchmarking. We become your data team.
- dedicated embedded analyst
- automated alerts + monitoring
- competitive benchmarking
- unlimited deep-dives
- protocol documentation
- on-call for launches
End-to-End Product Lab
We become your technical org. Smart contracts, data-integrated dApps, custom analytics infrastructure. Built, shipped, supported.
- smart contract development
- data-integrated dApps
- custom analytics infra
- team training
- systems handover
Receipts.
A case study and three live terminals we built and operate. Real protocols, real numbers, real handoffs.
MoonwellOEV · Base + OPLiquidation revenue, captured and routed in two weeks.Revenue$14K+Tracking how revenue from liquidations is captured and distributed following a governance upgrade. In two weeks: $14K+ in revenue, $300K+ to liquidators.
RWA TerminalRWA · Aave HorizonTokenized real-world assets, instrumented onchain.FocusTokenized RWAA live terminal for tokenized real-world assets across Aave Horizon and curated RWA markets, collateral, flows, and composability in one surface.
Lending TerminalLending · EthereumCross-protocol Ethereum lending, one surface.ChainEthereumCross-protocol lending intelligence on Ethereum, rates, utilization, liquidations, and position health across the major markets, instrumented end to end.
Lending TerminalLending · SuiSui-native lending across every market.ChainSuiSui lending intelligence across NAVI, Suilend, Scallop and more, one cross-protocol surface for markets, utilization, and position health.
Built by people who'd rather operate than advise.
Datum Labs is a small, senior team of analysts and engineers. We built our reputation on Dune before we built a company around it.
Senior data engineers and protocol analysts with backgrounds at Dune, leading L2s, and DeFi research desks. Every engagement is led by an operator who has shipped this exact problem before, for a real protocol, with real money on the line.
We are deliberately small. There is no junior bench, no AE layer, no "implementation team." The person you meet on the first call is the person who lives in your data.