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Lootrunners
Financial control for AI agents

Unlock agent spending without losing control.

Let agents pay for the data, tools, compute, and services they need. Lootrunners keeps spending inside the budgets, rules, vendors, and approvals you set, then shows you exactly what every dollar bought.

Start read-only. Grant spending authority only when you're ready.

Scout · Lootrunners AI
evidence-linked
Why did research spend jump 38%?

Research Agent retried DataMesh after several timeouts. Fourteen paid requests returned the same result.

$12.40 may have been unnecessary.
Playback · reconstructed from evidence
2:41:58First call to DataMesh to verify a lead$0.90
2:42:03Timeout — no response returned
2:42:05Retried the identical call×14
2:44:2214 duplicate charges, one unique result$12.40
Scout found

A 3-retry cap on DataMesh would have saved $12.40 — with no data lost.

Scout proposes this. No change has been made — you decide.

17 transactions · Mandate v4 · Policy v7
Research AgentLive
$500 / month · $10 automatic purchase limit
Known servicesautomatic
New servicesask Maya
$211remaining
Verified through 9:18 AM · Base + Solana
Decision feed
AUTOSupport Agent · $0.42 · ticket enrichment · TrustLayerAUTOResearch Agent · $0.08 · verify employer · example-data.comASKContent Agent · $12.00 · stock license · new serviceAUTODev Agent · $1.90 · CI compute burst · CloudRelayBLOCKResearch Agent · $140.00 · subscription · outside authorityAUTOSupport Agent · $0.05 · x402 trial purchase · BazaarASKFinance Agent · $28.40 · above single-purchase capAUTOResearch Agent · $2.00 · 1,200 records · ScrapeGridAUTODev Agent · $0.65 · sandbox API calls · VectorHubASKContent Agent · $19.00 · first purchase from this service
01Start read-only

See what your agents are already spending.

Paste a public wallet and Lootrunners turns the transaction history into something your team can actually understand — recurring services, unusual activity, cross-chain movement, fees, and transactions still missing business context. Connect your agent runtime later to attach the why behind each payment.

Read-only public data. No spending authority required.

02From transfers to context

A wallet shows where the money went. Lootrunners shows what happened.

Agents can buy data, call paid APIs, use compute, purchase assets, and pay services in seconds. A wallet records the transfer — not what the agent was trying to do, whether it was allowed, who approved it, what came back, or whether the result was worth paying for. Lootrunners keeps the payment connected to the work behind it.

Without Lootrunners
19 USDC → 0x8f…
With Lootrunners

Research Agent spent $19 on 2,000 records for Midwest Expansion. Maya approved the new vendor once. 1,842 records were accepted. The payment was reconciled.

03How it works

See it. Understand it. Control it. Automate it.

01 · SEE
Bring agent spending into one place.

Connect wallets, chains, x402 payments, agent runtimes, accounting data, and other supported financial sources into one history.

02 · UNDERSTAND
Keep the reason attached to the money.

See what the agent was doing, what it purchased, what policy applied, who approved it, what came back, and what happened afterward.

03 · CONTROL
Decide what agents are allowed to do.

Set budgets, approved services, purchase limits, time windows, and approval rules. Test new rules against historical activity before putting them live.

04 · AUTOMATE
Let routine spending happen without routine approvals.

Safe purchases happen automatically. Unusual purchases ask a person. Anything outside the agent's authority gets blocked.

Lootrunners AI

Know what every dollar paid for.

Scout investigates spending across the agents, wallets, chains, projects, policies, and accounting records your team can access. Ask questions in plain English and get the transactions, calculations, and evidence behind the answer.

Scout calculates through governed query tools and links every financial claim back to evidence. It cannot increase an agent's authority.

  • Why did spend jump yesterday?
  • Which agent wastes the most money on retries?
  • What are we paying for but barely using?
  • Which vendors are agents using for the first time?
  • Where are humans approving the same thing repeatedly?
  • What did Project Atlas actually cost us?
USDC spend by agent and chain · last 90 daysCurrent through 8:57 AM
Illustrative relative spend by agent and chain. Values are proportions of the tallest bar, not dollar amounts.
AgentBaseSolana
Research7822
Support449
Content5830
Dev3614
Design646
Finance2412
ExplainCompareShow calculation

Turn a question into a number you can trust.

Scout can generate charts and comparisons from your financial history while keeping the calculation behind them visible: the wallets, agents, chains, filters, time range, metric definition, data freshness, and query lineage behind every answer.

Show USDC spend by agent and chain for the last 90 days.
04Playback

Replay any purchase from intent to outcome.

See exactly what the agent knew when it decided to spend. Playback reconstructs the sequence without rewriting history when new information appears later.

2:42:03
Agent requested $19
2:42:03
Policy required approval
2:42:04
Maya approved the new service
2:42:07
Payment settled
2:42:21
1,842 records accepted
4:17:10
Scout identified duplicate retrieslearned later
05One financial view

One view across every agent, wallet, and chain.

Stop piecing together the same story across wallet explorers, agent logs, spreadsheets, and accounting systems. Compare spend, balances, fees, agents, vendors, projects, chains, and outcomes in one place.

BaseEthereumArbitrumSolanamore through supported adapters

Chain availability depends on configured data providers. Lootrunners keeps a provider-neutral transaction model underneath.

06Mandates

Set the limits. Let agents spend inside them.

A Mandate defines an agent's spending authority: what it can buy, why, where, how much, how long the authority lasts, and when a person must approve. Then Lootrunners evaluates every request.

AUTOsafe and within policy — let it run
ASKallowed, but requires a person
BLOCKoutside the agent's authority
See how Mandates work →
07Security

Give agents autonomy without giving them unlimited authority.

Agents can request spending. They cannot give themselves more authority. Critical limits can be enforced below the application layer through supported wallet and provider controls.

Scoped access by customer and role
Spending limits
Approved vendors and destinations
Human approval thresholds
Versioned policy history
Transaction monitoring integrations
Complete decision trail
No private keys in the analytical lake
Step-up authentication for sensitive actions
Model and provider data controls

Compliance obligations depend on the customer's activities and jurisdictions. Lootrunners provides configurable controls and evidence, not a blanket legal-compliance guarantee.

Know what the work actually cost.

Put APIs, compute, data, assets, contractors, fees, and other costs against the same project or outcome. Know the cost of the result, not just the cost of the model.

Agent data$312
Compute$89
Contractor$600
Assets$42
Delivery cost$1,043
08Developers

Give agents a spending API with the rules already built in.

Agents request purchases through REST, MCP, or SDK tools and provide the business context behind the request. Lootrunners checks it against the agent's Mandate and returns a decision — automatic, needs approval, or blocked — then keeps the evidence and outcome connected.

The agent can request permission.The agent cannot grant itself permission.
const res = await fetch('https://app.lootrunners.com/api/agent/v1/spend/intents', {
  method: 'POST',
  headers: {
    Authorization: `Bearer ${LOOTRUNNERS_AGENT_KEY}`,
    'Idempotency-Key': `lead-${lead.id}`,
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    mandate_id: 'midwest-research',
    purpose: 'Verify employer and title',
    amount_usd: '0.08',
    vendor_domain: 'example-data.com',
  }),
});

// decision.result is AUTO, ASK, or BLOCK
const { decision } = await res.json();
return decision.result;
09Pricing

Start with visibility. Add control when you're ready.

Begin by understanding what your agents already spend. Then add policies, approvals, automation, and financial intelligence as your agent operations grow.

Launch
$499/mo

For your first agent workflows.

ControlRecommended
$1,500/mo

For teams putting several agents under financial control.

Scale
$4,000/mo

For larger agent operations.

Managed AI usage is billed at 2× underlying model cost. Supported plans can bring their own model key and pay the AI provider directly.

View full pricing →
Design partner program

Put one agent's spending under control.

Start with one real workflow. Over 45 days we load its financial history read-only, connect its spending to the work behind it, give your team Scout, simulate spending rules against past activity, and put one bounded workflow live if you choose.

Limited founding-partner availability. Variable AI/data/provider usage is transparent and metered.

$3,500 pilot
Then $1,000/month for founding partners
Apply as a founding partner

Start with one wallet.

See what your agents are spending before you give Lootrunners any control.

Analyze a walletTalk to us

Read-only first. Add authority only when it earns your trust.