Connect your AI to DeFi.
From research to execution across DeFi and tokenised capital markets.
Research opportunities, assess risk and execute transactions - from on-chain lending to tokenised treasuries and private credit. Brava gives the AI you already use the data and execution infrastructure to act on your investment ideas.
Your mandate sets the limits. Your team reviews and signs through your wallet or custodian.
"Is our position in Vault A still sound, and where could we move it?" - liquidity deteriorating; redemption route verified; a candidate lending market backed and allowlisted.
Reduce Vault A and supply the proceeds to the allowlisted lending market, within the account's concentration limit.
Withdrawal and supply prepared as a sequence and checked against the mandate. Nothing has moved.
The manager approves; signing happens through the account's custody permissions.
Withdrawal settles, supply executes, checks re-run at each step. Confirmed on chain and matched to the approved intent.
The agent proposes. The mandate defines what is possible. You decide what moves.
AI clients Connect over MCP
- Other MCP clients
Protocols Coverage varies by venue
- and more
Networks Indexed block by block
Verify it On-chain evidence
- Brava Security Screener - immutable, IPFS-hosted, sourced from Brava's on-chain security subgraph
- Stage 1Research, with the AI you already use
Better data, more risk intelligence, and answers to the questions you're asking today.
- Stage 2Execute, through your existing custody
The same conversation prepares transactions; your team approves and signs through your custody provider.
- Stage 3Build your AI investment workflow
A sophisticated AI research-and-execution harness for your book, with Brava as the data and execution engine underneath.
Stage 1 - Research
Give your AI the depth your investment decisions demand.
Trace the collateral, understand the yield, assess the exit. Connect your AI to structured evidence it can interrogate - not to a dashboard's summary of it. This is agentic DeFi as an institution would run it: AI doing the research, people setting the mandate and signing.
- What actually backs this position, and which on-chain observations support that?
- How is the yield generated - and how much of it is incentives or emissions?
- Which redemption routes are available, and what limits their capacity under stress?
- How does this position change exposure across our connected accounts?
Whole-book exposure questions need your accounts connected to Brava.
The collateral graph
Brava indexes the chain block by block and holds the relationships between tokens, contracts, pools and collateral. Ask what backs a position and the answer traces to the underlying asset.
Sources, combined and dated
On-chain observations are joined with third-party datasets. Each fact carries its source and date. On-chain evidence and external claims about off-chain assets are marked differently, and missing evidence is stated as missing.
Exit before entry
Redemption route, secondary depth, cooldowns and behaviour under withdrawal pressure are recorded for every position, and assessed separately from backing.
Backing, control, exit
Assessed separately, combining Brava's own on-chain evidence with partner risk datasets. Evidence quality and track record can limit an assessment, and missing information stays visible rather than being averaged away.
- Yield sourceOn-chainThe protocol's own USDC book; no emissions.
- BackingStrongReserves observed on-chain at the review date.
- ControlStrongMint controls sound.
- ExitNot verifiedNo redemption route beyond the protocol itself; secondary depth thin relative to supply.
- Underlying bookUnavailableStrategy not disclosed.
- Yield vs benchmarksWell aboveAgainst a dated Treasury benchmark and low-risk lending comparators; illustrative.
Do not allocate - exit route unverified.
Reconsider on evidence: a verified redemption route or secondary market with depth under stress, and a published audit of the vault and strategy. Illustrative; not investment advice.
Stage 2 - Execute
Turn your research into an executable plan.
Compare allocations, assess portfolio implications and prepare the transactions needed to implement your strategy. A plan is not an action: nothing moves until your team approves and signs.
Here, an existing position - Vault A - shows deteriorating liquidity while its redemption route stays verified and available. The plan reduces it and supplies the proceeds to an allowlisted lending market that the research supports. Preparation happens as a sequence, with the mandate's checks re-run at each step.
- Reduce the position in Vault A via its verified redemption route.
- Once settled, supply the proceeds to the allowlisted lending market.
Execute through the custody stack you already use.
Keep your existing custody provider and approval process. Brava connects supported custody configurations to its smart contract execution infrastructure; your team reviews and approves proposed transactions through the permissions configured for the account. For institutions that require it, Brava is compatible with leading regulated custodians, so the same workflow runs under a regulated custody arrangement.
Research, mandate checks, transaction preparation and execution. Holds no key to client assets.
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Set mandates and sign day-to-day within the permissions the custodian grants. Never take custody.
Most agentic tools hold the keys for you - in a broker account or in a provider's own enclave - and let the AI act within a cap.
Brava does neither. Your custodian holds the keys. A person on your team approves every transaction. The AI can only prepare. Brava holds no key to your assets and cannot move them.
Signing authority stays with you. That governs who can move assets; it does not remove the market exposure of the protocols a position enters - that is what the research and the mandate are for. Supported networks, account configurations and signing methods are confirmed during set-up.
Your investment mandate. Enforced in code.
Define permitted venues, assets and transaction limits. Inspect the permissions, and trace each proposal through approval and execution.
Account-wide security
The smart account executes only against allowlisted venues, assets and functions. Transactions to arbitrary addresses or unlisted contracts cannot execute through it, whatever proposed them.
Your mandate's limits
Exposure and concentration limits, position rules and live checks - price, protocol status, threat intelligence - are applied by a policy co-signer controlled by the account's owner custodian, before a transaction is approved. If a check fails or a feed is stale, the transaction is held.
The account owner sets and changes both layers, by signature. Contract rules are enforced at execution; policy checks run at preparation and again before approval; your team's approval sits between them; monitoring continues afterwards. Revoking an AI's access removes its ability to prepare and does not touch positions.
ai prepare: supply to a vault not in the mandate
refused venue not allowlisted for this account. Nothing prepared.
ai prepare: supply to the allowlisted lending market
prepared checks passed - awaiting approval through the account's custody permissions
Every executed transaction is recorded as confirmed on chain and matched to the intent that was approved, alongside the AI, the mandate version, the approver and the time. Verify the deployed permissions yourself in the Security Screener. Smart contracts audited by Sigma Prime.
One connection to DeFi and tokenised markets.
Access lending, trading and tokenised investment opportunities through a shared research and execution interface. Research coverage is broader than execution support, and both vary by venue and network; we confirm the current scope for your accounts at set-up.
Permissioned venues - tokenised treasuries, credit and equities - require venue-specific onboarding. Brava coordinates the integration and whitelisting; you complete the venue's KYC. Integrate Brava once; your AI reaches every supported market through it. That is what we mean by agentic tokenised capital markets: AI agents researching and executing across tokenised assets, inside mandates that institutions control and sign for.
Stage 3 - Build
Build your AI investment workflow.
Integrate the Brava engine into the systems you already run - your agents, your portfolio tools, your approval workflow - and build the research and execution capability your book needs on top of it.
The models get better every quarter, and capital researched and allocated with the best of them will outrun capital allocated by hand. Teams that start by asking their AI about a vault end up building a research-and-execution harness for the whole book: agents that watch positions, re-run the diligence when conditions change, prepare proposals and route them for approval. Brava is the data and execution engine that harness runs on.
Which model you use, how you orchestrate it, the investment logic and the approval workflow your committee wants. Start in Brava's own interface with its embedded assistant, or in your AI over MCP; build custom orchestration only when your requirements call for it.
The collateral graph and risk intelligence, portfolio context, mandates and their enforcement, protocol adapters, custody and signing integration, and the execution record - over MCP and API. Connection details are provided at set-up.
Examples of what teams build on it:
A research and IC workflow
Your AI produces the review your investment committee decides on - yield source, the three assessments, exit, benchmark, a decision and the evidence that would change it.
A monitored portfolio
Define the conditions that matter - an exit assessment moving, a concentration breach, a feed going stale - and have proposals prepared when they change, for your team to approve.
A client product
Offer your investment approach to many clients at once - for instance client SMAs at scale, each account inside its own mandate and custody.
Two of them in full - one for treasury teams, one for wealth managers.
Example 1 - treasury teams
From strategy document to a weekly, AI-run mandate review.
A treasury team uses its AI and Brava to build the strategy, take it through the investment committee, put it live, and then keep it under review every week - with the team's hours going into decisions rather than data gathering.
- Build the strategyThe team's AI, working from Brava's data, drafts the treasury strategy and its risk assessment - yield sources, collateral, exit routes, benchmarks, concentration - as a full document for the IC.Team's AI + Brava data
- Answer the ICThe committee asks its questions. The team answers them from Brava's evidence in the same session and revises the strategy where the answers demand it.Team + IC
- Put it liveThe approved strategy becomes the account's mandate and its first allocations - prepared by Brava, checked against the mandate, approved and signed by the team through their custody.Approved and signed by the team
- Review it weeklyThe team schedules its AI to run a weekly task against Brava: is the book inside the mandate, has a risk changed, has a better opportunity appeared, is any exit route deteriorating. It produces a short report.Scheduled AI task + Brava data
- Decide and activateThe IC reviews the report. Where it agrees, the proposed changes are already prepared - the team approves and signs, and the mandate or allocation is updated.IC decides; team signs
What changes for the team is where the hours go. Assembling the evidence for a strategy, chasing down what backs a position, re-checking the book before every IC - that work is done by the AI against Brava's data. The people spend their time on the questions and the decisions, and every change still ends with their approval and their signature.
- MandateInside limitsAll positions within allowlist and concentration limits.
- Risk changes1 flaggedVault A liquidity deteriorating; redemption route still verified.
- Opportunities1 proposedAllowlisted lending market now yields more for comparable risk.
- Proposed changesPreparedReduce Vault A; supply proceeds to the lending market. Checks passed; nothing has moved.
Awaiting IC review - approve and sign to activate.
Illustrative; not investment advice.
Example 2 - wealth managers
Build and manage client SMAs at scale.
A manager integrates the Brava engine into its own systems and uses it to develop strategies, prepare allocations across client accounts and manage each portfolio within its own mandate and custody arrangement.
Bring your investment approach to multiple client portfolios. Research and develop a strategy with AI, then prepare allocations for individual accounts against their configured mandates. The manager approves and signs the day-to-day transactions; the custodian - your client, or their regulated custodian - controls the manager's permissions and can change or revoke them. Each portfolio keeps its own mandate, approval record and positions, and each account is prepared and approved separately.
- Change proposed3 accountsReduce Vault A; add the allowlisted lending market.
- EvidencelinkedVault A liquidity deteriorating; redemption route verified.
One thesis, prepared per account against each account's own mandate.
Preparation and required checks completed; the designated manager has not yet approved.
The proposal would exceed this account's lending limit. Revise the allocation before proceeding.
Signed within the manager's permissions; confirmed on chain and recorded for this account.
About Brava.
Brava Finance is built by a team drawn from data infrastructure, institutional finance and smart contract engineering, with a founding team that has built and exited a venture-backed data company before. Brava is backed by experienced investors in financial infrastructure and digital assets, and its smart contracts are audited by Sigma Prime.
Start with research. Build towards connected investment operations.
Stage 1 today: connect your AI and research on better data. Stage 2 when you're ready: execute through the custody you already have. Stage 3 as you grow: build your AI investment workflow on Brava.
Book a demo and start your trial
Talk to us. We set up your Brava account and connect your AI with you - you'll be up and running in minutes, researching with Brava's market and risk data.
Book a demoDiscuss execution and custody
Share your intended workflow and current custody arrangement. We'll confirm the supported setup and the steps to enable execution.
Discuss execution