Monitor and improve on-chain liquidity across pools, RFQ venues, market makers, and incentive programs — peg health, depth, execution quality, and MM SLAs. Get alerted when a market drifts, then see what changed.
What users can actually execute, who is providing the liquidity, and whether your incentives and MM commitments are delivering.
Peg, depth, spreads and slippage against external benchmarks — and whether withdrawal paths, bridges, or limited arb access are stopping the market from correcting.
Who is actually providing liquidity and where flow lands: professional market makers vs organic LPs vs arbitrage, across pools and RFQ venues.
Whether incentive spend and MM commitments improve depth, peg stability and execution — not just TVL. Venue, size, spread, uptime and spend in one review.
What changed, why it changed, and what needs attention — before users feel it.

Connect incentive spend and MM commitments to user outcomes: stable prices, usable depth, and reliable execution.