THE PROBLEM
AI Agents are making high-stakes decisions —
but who can prove what happened?
⚖️
Regulatory Compliance
SEC, SOX, GDPR, and internal audit require immutable records of every decision and the data that informed it.
📉
Risk & Liability
When an agent makes a bad trade or compliance error, you need tamper-proof evidence of the exact state and reasoning at decision time.
🔍
Trust & Explainability
Black-box agents erode stakeholder confidence. Enterprises need verifiable, replayable decision trails.
PRODUCTION-READY EXAMPLE
Financial Compliance Agent
from langgraph.graph import StateGraph, END
from audifact.langgraph import AudifactTracer
app = build_financial_agent()
tracer = AudifactTracer(
api_key="af_YOUR_API_KEY",
agent_name="financial-compliance-agent"
)
traced_app = tracer.wrap(app)
result = traced_app.invoke({"query": "Should we increase AAPL exposure?"})Safe demo — nothing is written to the ledger
CrewAI Context Example (Senior Researcher)
Shows clean
input + agent metadata when include_context=True
TRANSPARENCY
Every step of the agent is captured
Audifact records structured decisions with hashes — never raw prompts by default.
📈
Market Data Node
decision_type: graph_node
input_hash: a3f9c2e1
asset: AAPL • price: 245.67 • trend: bullish
Recorded in explorer
📉
Risk Assessment
decision_type: graph_node
input_hash: 7b2e91f4
risk_level: medium • confidence: 0.87
Tamper-evident outcome
✅
Compliance Check
decision_type: graph_node
input_hash: e1d4b8a9
approved: true • restrictions: []
Linked to final decision
🧠
Analyst Decision
decision_type: analyst_recommendation
decision_value: HOLD
metadata: risk + compliance combined
Cryptographically signed
All events visible in the Explorer with full hash chain verification.
WHY ENTERPRISE CHOOSES AUDIFACT
Cryptographic guarantees that spreadsheets and logs can’t provide
✓
Tamper-evident ledger
Every event is hash-chained. Any change breaks verification.
✓
Regulatory readiness
Instant exportable proofs for auditors and regulators.
✓
Full traceability
Node-by-node, LLM call, tool call — all captured with hashes.
✓
Agent identity + signing
Each agent has a cryptographic identity. No anonymous decisions.