External Data Intelligence
for Crypto-Native Finance
Denna Labs is an embedded external team for DeFi protocols — building the data infrastructure, financial operations, and AI systems needed to operate with institutional clarity.
Protocol operations are complex by default.
Most protocols are operating on fragmented data, manual treasury workflows, and governance processes that don't scale. Finance teams are running on spreadsheets. Governance relies on one contributor who holds all the context. Reporting happens late or not at all.
These aren't edge cases — they're the default state of a protocol that's grown faster than its infrastructure. Denna exists to close that gap.
Fragmented onchain data
Structured pipelines and dashboards
Manual treasury workflows
Automated planning and settlement
Governance without context
Structured intelligence and docs
No AI knowledge layer
Protocol-native knowledge systems
Four disciplines.One team.
Full service detailEnd-to-end data infrastructure
Pipelines, dashboards, and reporting systems — designed for protocol-scale operations.
Multi-chain treasury & execution
Forecasting, Safe{Wallet} automation, multi-token settlement, and signer coordination.
Structured governance operations
Parameter documentation, proposal research, delegate analytics, and risk monitoring.
AI knowledge infrastructure
LLM knowledge bases, MCP servers, and documentation systems that scale with your team.
Built for teams withreal complexity.
DeFi Protocols
On-chain analytics, reporting, and operations for live protocols with treasury and governance complexity.
Foundations & DAOs
Governance operations, structured documentation, and contributor intelligence for decentralised organisations.
Asset Managers
Financial reporting, RWA transparency, and reconciliation for institutional-grade onchain portfolios.
RWA Platforms
Data infrastructure and knowledge systems for protocols bridging real-world and onchain assets.
The DennaOperating Layer.
See all products
Kepler. Treasury planning and execution.
Coming soon
Real work.Real protocols.
All engagements
ActiveThe engagement
End-to-end financial data infrastructure for one of DeFi's largest protocols.
Sky manages billions in onchain assets. Denna powers its financial data infrastructure — from protocol knowledge systems and real-time transparency to treasury execution tooling and governance documentation.
What we shipped
Keel — a multi-network liquidity protocol. Denna delivers structured financial reporting and onchain data pipelines, turning raw protocol activity into clear operational and governance insights.
Work with usthe way that fits.
Full detailFixed Scope
A defined deliverable, scoped upfront, with a clear timeline. Best for discrete projects — a data pipeline, a reporting system, a product integration.
Team as a Service
An embedded external team working alongside your protocol on an ongoing basis. We show up in calls, maintain the systems we build, and operate as contributors.
White-Label Deployment
Deploy Ori, Strata, Kepler, or Denna-Specs into your infrastructure. We handle setup, customisation, and ongoing support.
Senior contributors. Already working together.
Meet the teamNot assembled for a pitch. Working together in production, on live protocols, with real stakes.
Data
Onchain event indexing, financial pipelines, and reporting infrastructure.
AI
Protocol knowledge engines, MCP servers, and LLM-backed documentation layers.
Development
Full-stack engineering, product design, and cross-platform systems.
Product
Product strategy, UX architecture, and cross-functional execution.
Operating model
External contributor team
We embed directly into protocol teams — showing up in calls, owning delivery, and operating as contributors rather than vendors. Named team members, clear accountability, no handoff gaps.
Not just a vendor.A contributor team.
Already in production
We don't prototype — we build systems that run live on major protocols today.
Cross-functional by default
One team covering data, AI, treasury, and product. No handoff delays, no gaps.
Crypto-native depth
We know DeFi from the inside — governance mechanics, onchain data quirks, and protocol operations.
External by design
Deeper than an agency, more flexible than a full-time hire. We work the way protocols need.
“Denna helps teams create the systems they need to understand, operate, and scale crypto-native financial products.”
Most external consultants deliver a report. We deliver running infrastructure. The difference is that we stay — operating the systems we build, improving them over time, and working alongside your team as a genuine contributor.
Protocol operations require depth across data engineering, financial systems, AI, and governance — disciplines that rarely exist under one roof. At Denna, they do.
Build your protocol's intelligence layer with Denna.
We respond within 24 hours. Fixed-scope proposals back within a week. We work with a small number of protocols at a time — if you're serious, we want to hear from you.