Defend every AI dollar your fintech moves.
Banks, payments platforms, and trading firms are racing AI into production — and racing risk with it. Operant secures every LLM, MCP server, agent, and API call at runtime, so prompt injections, PII leaks, and rogue agents never reach a customer, a regulator, or your balance sheet.
Gartner AI Security Reports
Time to deploy
Compliance-ready
Your AI stack is your new attack surface — and your old security tools don't see it.
Customer-facing chatbots. Fraud-detection LLMs. Trading copilots. Underwriting agents. Every one of them is a live endpoint touching money, identity, and regulated data — and most legacy security tools were built before any of it existed.
of fintech LLMs tested showed exploitable injection paths (OWASP LLM Top 10, 2025)
average cost of a financial-services data breach (IBM, 2025)
growth in agentic AI attack vectors year-over-year
Discover. Detect. Defend.
Operant is the only runtime AI security platform purpose-built for the financial-services AI stack. We see what other gateways can't — and block what they can't.
Operant's live discovery engine inventories every LLM route, MCP server, AI agent, and API connection touching your AI stack. No agents, no surveys, no spreadsheets. Just an always-current map of what your fintech is actually running.
- Auto-discovery of LLMs, MCP servers, agents, and APIs
- Shadow-AI detection across business units
- Real-time inventory with NHI (non-human identity) tracking
Purpose-built detection for the threats financial services actually face — prompt injections, jailbreaks, PII exfiltration, MCP tool poisoning, rogue agent behavior, and OWASP LLM Top 10 patterns — all mapped to your existing SIEM and SOC workflows.
- OWASP LLM & AI Top 10 full-coverage detection
- PII, PAN, and SSN exposure flagged inline
- Datadog, Splunk, and SIEM-native alerting
Most gateways only detect. Operant actively blocks. Real-time threat blocking, inline PII redaction, MCP trust zones, and Agent Protector together form the runtime defense layer that legacy CASBs, WAFs, and AI gateways simply don't have.
- Real-time injection & jailbreak blocking
- Inline PII auto-redaction (K8s-native)
- Agent Protector — rogue agent & 0-click MCP defense
Every block, every redaction, every flagged endpoint is logged, exportable, and mapped to the controls regulators ask for. PCI, SOC 2, GLBA, NYDFS Part 500, EU AI Act — all evidenced from a single dashboard your compliance team can hand to an auditor on day one.
- Compliance evidence packs (PCI · SOC 2 · GLBA · NYDFS)
- Full audit trail with 90-day retention (Scale+)
- EU AI Act readiness mapping
at runtime, before reaching the model
single line, any K8s cluster
only vendor featured in all five
native defense, no extra attack surface
Built for the AI surfaces fintech actually ships.
From customer support to trading floors, Operant secures the production AI workflows that move money, manage risk, and touch customer identity.
* Zero customer PII in vendor LLM logs. GLBA evidence on demand.
* Audit-ready logs for FINRA, MiFID II, and best-execution reviews.
* PCI-DSS 4.0 evidence for AI-enabled cardholder data flows.
* ECOA / fair-lending evidence with full AI decision trail.
* Reg BI & 17a-4 retention compliance for AI-assisted advice.
* Reduce AI risk-committee prep from weeks to a single export.
Drops into your stack. Sees what nothing else sees.
Operant runs inside your Kubernetes environment as a runtime defense layer — between your AI workloads and the models, MCP servers, and APIs they talk to. No code changes. No SDK. No new attack surface.
Chatbots · Copilots · Agents · Internal Tools
Discover · Detect · Defend
LLMs · MCP Servers · APIs · 3rd-Party AI
Evidence the controls your auditors are about to ask for.
Fintech AI lives under the most demanding regulatory regimes in software. Operant logs every detection, every block, every policy — and maps them to the frameworks your GRC team already runs.