Fraud alerts outnumber investigators, and loan decisions wait on paperwork
Governed agents running inside your boundary investigate alerts, resolve routine bottlenecks, and assemble complete dossiers for your teams — with evidence attached to every step.
Why this problem stays unsolved
Conventional tools and manual workflows fail under the compounding weight of volume, silos, and compliance demands.
Transaction Volume Outpaces Capacity
Millions of digital payments and wire transactions create tens of thousands of alert flags daily, far exceeding the throughput of human investigation teams.
Disconnected Legacy Core Banking
Mainframes, loan origination software, and modern fraud engines operate in silos, requiring manual data copying and repetitive verification.
Rigorous Regulatory Proof Requirements
Regulations like DORA, SOX, and PCI-DSS mandate demonstrable audit trails, prohibiting unexplainable black-box automation.
The agentic approach in 4 steps
What the agents do: autonomous investigation and assembly, directly against your live systems.
Ingest & Correlate
Agents monitor live payment rails and loan queues in place without secondary data replication.
Autonomous Investigation
Specialist agents cross-reference accounts, device telemetry, and identity history in seconds.
Complete Case Assembly
The agent compiles a structured evidentiary case file with every finding cited and verifiable.
Underwriter & Analyst Review
Humans receive a comprehensive, audit-ready package for final sign-off.
What changes in production
Tangible shifts in throughput, operational cost, and audit readiness.
Every alert investigated, not sampled
Full-coverage investigation of suspicious activity rather than statistical sampling.
Faster pre-approval
Automated document collection and verification cuts lending decision lead times from days to minutes.
Less rework
Underwriters receive pre-verified, complete dossiers, eliminating repetitive back-and-forth requests.
Products that apply to Banking & Financial Services
Each product runs on the shared CAELION Harness, inheriting identical controls, ledgers, and integrations.
Trace8 AIR
The agentic operating system for security operations
Cube23
The identity execution platform
RiskVantis
Governance, risk and compliance, built for continuous assurance
Frameworks we align to
Architecture and operational procedures aligned to global industry standards. (Note: Aligned to, not certified.)
Payment Card Industry Data Security Standard — cardholder data protection & transaction boundary isolation.
System and Organization Controls — security, availability, processing integrity, and data confidentiality.
Sarbanes-Oxley Act — internal controls, tamper-evident financial audit trails, and executive accountability.
Digital Operational Resilience Act — EU financial entity ICT risk management, incident reporting & digital resilience.
See it working on your data
Bring us a real workload — a transaction stream, an alert queue, or an account estate. We'll show you governed agents running against it: read-only, inside your boundary, evidence attached.