Pragma Labs is a DeFi engineering firm. We design, ship and operate the infrastructure behind on-chain liquidity, from risk modelling and rebalancing to the data engine that powers every position.
What we build
Two flagship products and the engineering that powers them. Each one is live, audited, and used in production by real users and protocols.
The liquidity management platform purpose-built for decentralized exchanges. Non-custodial smart accounts, one-click access to high-yield strategies, automated rebalancing and compounding, leverage up to 8x. Live on Base, Unichain and Optimism.
arcadia.finance →Non-custodial liquidity management for protocol treasuries. Protocol-owned liquidity, TGE bootstrapping, structured buybacks, delta-neutral and custom strategies that adjust to market conditions. Compatible with Safe and Fireblocks.
On-chain enforceable risk parameters, automated circuit breakers and a continuously updated model, built in collaboration with LlamaRisk.
Volatility-based and inventory rebalancing strategies, tuned per pool. Outperform standard managers on the same liquidity.
A backend that indexes, simulates and analyses every concentrated-liquidity pool across major DEXes. The source of truth behind every model we ship.
Two years live. Eleven security audits across five firms. Continuous fuzzing, fork testing and AI-assisted reviews. The same stack now ships to protocols that pay us to manage their liquidity.
View on DeFiLlama →How we work
We don't run growth campaigns or pay for liquidity. We build products that earn when our users earn, and we operate them ourselves.
Every strategy starts in the data. We back-test against years of pool-level history before a single line ships to mainnet.
Audited contracts, redundant on-chain defenses, continuous fuzzing. The same discipline used in critical financial infrastructure.
Indexing, monitoring, simulating, executing, 24/7. Our customers get a product, not a codebase to maintain.
If you want to dig deeper, we're happy to walk you through the stack.
info@pragmalabs.dev