Financial Services Solutions

Secure AI innovation across banking, insurance, payments, investments, and other highly regulated financial environments worldwide.

Protect Financial AI From Discovery Through Agentic Runtime

Financial institutions are rapidly adopting generative AI, copilots, autonomous agents, and MCP-connected tools across customer service, fraud analysis, lending, trading, underwriting, and software development, faster than security teams can track. This expansion creates risks involving sensitive data, shadow AI, prompt injection, unauthorized agent actions, model vulnerabilities, operational resilience, and regulatory obligations that guidance has yet to define.

PintGuard AI provides a unified platform to discover, test, govern, and protect AI applications, workforce usage, agents, models, and MCP ecosystems, including vendor-connected tools flagged for weak authentication and audit gaps. Financial organizations gain centralized inventory, continuous risk assessment, data protection, runtime guardrails, agent identity and access controls, behavioral monitoring, automated containment, and governance aligned with enterprise policies and regulatory frameworks.PointGuard AI helps financial enterprises innovate confidently, reduce risk, and simplify oversight as agent impersonation and fraud target payments and accounts, backed by experience supporting banks, insurers, and financial institutions.

Financial Services Use Cases

Securing Customer Account Data in AI

Account numbers, SSNs, and balances flow through chatbots, copilots, and agent tool calls that traditional DLP can't inspect, so leaks go undetected until a customer, examiner, or breach notice surfaces them.

PointGuard AI-native DLP inspects every prompt, response, and tool call in real time, mapped to GLBA and PCI-DSS.

Stopping Fabricated Rates & Investment Advice

Models fabricate interest rates, market predictions, or investment advice that sounds authoritative but is wrong, exposing the bank to bad decisions, client losses, and non-compliant guidance reaching customers.

With PointGuard, guardrails screen every output against policy before it reaches a customer, blocking or escalating violations

Containing Runaway Lending & Trading Agents

An agent handling loans, collections, or trades can loop, drift off task, or take an irreversible action in seconds, and most banks have no tested way to halt it before damage spreads.

PointGuard AI provides agent circuit breakers, sandboxing, and kill switches to contain a rogue agent's blast radius instantly and reversibly.

Blocking Prompt Injection in Bank Documents

Malicious instructions hidden inside an uploaded bank statement, loan document, or customer email can hijack an AI assistant, overriding its intent and triggering actions or disclosures no one approved.

Every prompt, document, and tool response can be rapidly scanned by PointGuard for injection before it reaches the model.

Human Oversight of Lending & Collections

Agents now approve, price, and escalate loan and collections decisions once made only by trained staff, and once a decision executes at machine speed, reversing it after the fact is often impossible.

PointGuard's pre-execution validation checks every agent decision against policy in sub-milliseconds, routing edge cases for human approval.

Auditable Agent Trails for Bank Examiners

When an agent's decision gets questioned, examiners need to see exactly what happened and why, but reasoning chains and tool calls vanish the moment the session ends without dedicated capture.

PointGuard provides tamper-evident, OpenTelemetry-based logs that capture every agent action for forensic reconstruction and examiner review.

Securing Vendor & Third-Party Bank Agents

Business units, vendors, and freelance adjusters connect agents and MCP servers to core systems faster than security can review them, so nobody can say which tools can reach customer or account data.

PointGuard's continuous discovery inventories every agent and MCP connection, while a gateway inspects and authorizes every tool call.

Preventing Fair-Lending Violations in Credit AI

Automated credit, pricing, and servicing decisions can quietly encode discriminatory patterns from training data or drift out of policy, exposing the bank to fair-lending violations no one flagged before launch.

Our policy enforcement and compliance mapping to NIST, ISO 42001, and fair-lending rules gives examiners defensible evidence.

Stopping Fake Agents & Payment Fraud

Fraudsters now spoof legitimate banking agents and payment bots to redirect transactions or take over accounts, and existing fraud controls were built for human behavior, not machine-speed impersonation.

With cryptographic agent identity and adversarial testing, PointGuard catches impersonation attempts before they succeed.

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Explore our Use Case Library to see dozens of details examples of customer challenges, solutions, and deployment recommendations.

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