DeFi Analytics
DeFi analytics platforms — protocol metrics, positions, risk dashboards, yields and liquidity analysis.
- WalletSigns transaction
- Smart contractVault.deposit()
- BlockchainIncluded in block
- IndexerEvent → Postgres
- APIGraphQL · webhooks
- ApplicationBalance updated
#…4812
12 conf.
#…4813
11 conf.
#…4814
10 conf.
#…4815
pending
Decoded events
- Deposit(0x8f2…a91, 500)confirmed
- Transfer(0x1c7…4de → 0x9b0…77f)confirmed
- RoleGranted(PAUSER, multisig)timelock
RPC failover · 3 providers · reorg-safe indexing
Division
Service area
DeFi Engineering
Team
Engagement
Project · Team · Managed
Overview
DeFi protocols, funds and risk teams need clear analytics: TVL and flows, user positions, yields, liquidation risk, liquidity depth and protocol revenue. We build DeFi analytics platforms with indexed on-chain data, price enrichment, risk metrics and dashboards — for protocol teams, investors and internal risk functions.
Common use cases
- Protocol dashboardPublic or internal protocol metrics.
- Portfolio analyticsPositions across DeFi protocols.
- Risk monitoringLiquidation and concentration risk.
- Research datasetsData for research and investment decisions.
Quick answers
DeFi Analytics at a glance
The essentials in brief. Every project is scoped individually — ask us for specifics.
- What is DeFi analytics?
- DeFi analytics platforms — protocol metrics, positions, risk dashboards, yields and liquidity analysis.
- Who is it for?
- Typically Web3 startups, fintechs adding digital assets, and institutions exploring tokenization, stablecoins or on-chain settlement.
- What does Shivacha provide?
- Protocol indexing
- Price enrichment
- Risk metrics
- Yield analytics
- Dashboards
- Alerts
- Which technologies are used?
- Solidity, Foundry, Chainlink, Blockchain Oracles, ERC-4626, Ethereum — chosen to fit your stack and constraints.
- How does the process work?
- Mechanism design → Risk modelling → Contract engineering → Off-chain systems → Launch.
- What affects the cost?
- Contract complexity and number of chains
- Custody and wallet model
- Independent audit scope
- Indexing, analytics and back-office tooling
- Compliance integrations (KYC, AML, Travel Rule)
- Upgradeability and governance requirements
- How long does it take?
- A focused contract system or dApp MVP typically takes 8–14 weeks plus independent audit time; institutional platforms usually take 4–9 months.
- How do I get started?
- Share a short brief in the form below, book a 30-minute call or message us on WhatsApp. A senior engineer replies within one business day; NDA on request.
Capabilities
What we deliver
Protocol indexing
Decoded events and state.
Price enrichment
USD values and historical prices.
Risk metrics
Health factors, concentration and stress tests.
Yield analytics
Realised and projected yields.
Dashboards
Interactive charts and tables.
Alerts
Threshold and anomaly notifications.
Architecture
Engineered right from day one
The layers we typically design for DeFi engineering, adapted to your stack and partners.
- Oracle robustnessManipulation-resistant price feeds with fallbacks and sanity checks.
- Economic attacksFlash-loan, sandwich and governance attack scenarios modelled.
- Composability riskDependencies on external protocols assessed and limited.
- Guarded launchDeposit caps and pause mechanisms during early operation.
Delivery
How an engagement runs
- 1
Mechanism design
Pricing, collateral, liquidation and incentive mechanics specified and simulated.
- 2
Risk modelling
Parameter selection with stress tests against historical and extreme scenarios.
- 3
Contract engineering
Audit-ready implementation with invariant and fork testing.
- 4
Off-chain systems
Keepers, liquidation bots, indexers and dashboards.
- 5
Launch
Guarded launch with caps, monitoring and staged parameter changes.
Security
Security built into delivery
Controls we apply by default on this kind of work — not a separate phase at the end.
Specification first
Roles, invariants and threat model documented before code.
Adversarial testing
Fuzz, invariant and fork tests plus static analysis on every change.
Key management
Admin keys in multisig or MPC with timelocks on sensitive actions.
Independent audit
Code prepared for — and we recommend — an external audit before mainnet value.
Products
Start from a platform
Shivacha DeFi Platform
Modular DeFi: swaps, lending, vaults and staking with risk controls built in.
Learn moreShivacha Staking
Native and liquid staking with transparent rewards and validator integration.
Learn moreShivacha Exchange
A configurable exchange platform: matching engine, wallets, liquidity and admin.
Learn moreRelated services
Often combined with
On-Chain Analytics
On-chain analytics platforms — protocol metrics, user behaviour, token flows and custom dashboards.
Learn moreDeFi Risk Engineering
Risk engineering for DeFi — parameter design, stress testing, oracle analysis, monitoring and incident playbooks.
Learn moreDeFi Development
DeFi application and protocol development — lending, trading, staking and yield — with risk engineering at the core.
Learn moreDedicated team
DeFi Team
Mechanism designers and engineers for DeFi protocols and integrations.
Work & insights
Related thinking
Tokenized fund units with on-chain eligibility
How we structure a fund tokenization platform where only eligible investors can hold or receive units.
Learn morePolicy-controlled institutional digital asset operations
A reference design for institutions that need every digital asset transaction initiated, approved and signed under explicit policy.
Learn moreHow to hire blockchain developers: skills to test and mistakes to avoid
Good blockchain developers combine security instinct, systems thinking and product sense. What to look for, how to test it, and the red flags that should end an interview.
Learn moreFAQ
Frequently asked questions
Can analytics cover multiple protocols?
Yes, with protocol adapters and a normalised position model.
How current is DeFi data?
Near real time for most metrics, depending on indexing design and chains.
Can you fork an existing protocol?
We can build on established open-source designs where licences allow, but forks inherit assumptions that may not fit your market. We review and adapt the mechanics rather than copying blindly.
Do you design token incentives for DeFi?
Yes, with an emphasis on sustainable, simulated incentive programs rather than short-term liquidity mining that leaves when rewards end.
Next step
Discuss Your Blockchain Project.
Tell us about your DeFi analytics requirements — goals, timeline and constraints. We will reply with questions, an approach and next steps.
- Senior engineer reads every enquiry
- Reply within one business day
- NDA on request
Your details are used only to reply to this enquiry.