Risk management for
autonomous agents

Check Risk, Block Bad Calls

Before any agent hits a paid API, Kredit evaluates the risk. Allow or deny in under 40ms.

kredit.check({
  agent_id: "agt_8f3k2m",
  action: "serp_api.search",
  estimated_cost: 0.01
})
// → { allow: true, risk: "low" }

Track Every Dollar

See exactly what each agent spends, on which APIs, per task. No more mystery invoices.

{
  agent: "research-bot-01",
  total_spend: 142.80,
  api_breakdown: {
    serp_api: 89.20,
    openai: 53.60
  }
}

Score & Allocate Dynamically

Credit scores build from agent behavior. High-scoring agents earn bigger budgets automatically.

kredit.policy.set({
  fleet_budget: 5000,
  allocation: "score_weighted",
  min_score: 400,
  rebalance: "6h"
})

Risk Detection & Blocking

Every API call is evaluated before execution. Anomalous spend patterns, rate limit pressure, and low-trust agents get flagged or blocked in real time.

Spend Observability

Full visibility into what each agent spends, on which APIs, per task and time period. Know exactly where your money goes across the entire fleet.

Credit Scoring

Agents earn a credit score based on task success, cost efficiency, and guardrail compliance. Scores update continuously and drive budget decisions.

Dynamic Budget Allocation

Fleet budget flows to where it's most effective. High-scoring agents earn larger wallets. Underperformers get throttled.