AI Risk for Fintech
Ship fast with AI without leaking code, keys, or customer data
Your engineers and operators move at startup speed with AI coding assistants and chat tools. KonaSense keeps source code, secrets, and customer financial data from leaving with them.
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Where AI Creates Risk in Fintech
Fintech teams adopt AI aggressively across engineering and operations. The same tools that accelerate delivery can expose the source code, credentials, and customer data that define your business.
Source code and secrets in AI prompts
Developers paste proprietary code, API keys, and database credentials into AI assistants. These can be retained and exposed far outside your environment.
Customer financial data exposure
Support and operations staff paste account numbers, balances, and transaction data into AI tools to resolve tickets faster.
Agentic AI acting without guardrails
AI coding agents read repos, call tools, and execute actions. Without controls they can exfiltrate data or run unsafe commands.
Compliance pressure from day one
Investors, partners, and regulators expect SOC 2 and clear AI governance. Most fast moving fintechs cannot yet prove how AI handles data.
How KonaSense Closes the Gap
KonaSense protects code, secrets, and customer data across both human and agent AI use, so you keep moving fast and stay audit ready.
Observability
Continuous, real-time visibility into every AI interaction across the organization, whether it comes from a person or an agent.
- Map every AI tool, extension, and model in use
- Adoption analytics by team, role, and location
- Behavioral drift and anomaly detection
- Investigation-grade session replay
- Token and spend tracking across models
Security
Real-time protection against data exposure, prompt injection, and unsafe AI behavior, enforced at the point of use.
- Detect and redact PII, secrets, and source code
- Block prompt injection from files and RAG sources
- Enforce shadow AI policies with block or redirect
- Automated incident triage and containment
- Credential and API key detection in prompts
Governance
Policy control, compliance evidence, and human-in-the-loop oversight across every AI workflow.
- Role and department-aligned policy controls
- Human-in-the-loop approval workflows
- Data classification across all AI interactions
- Audit-ready bundles for SOC 2 and ISO 27001
- Board-ready AI risk reporting
Skills, Not Just DLP
DLP matches patterns in data and asks one question: is something sensitive here. KonaSense Skills understand the intent, role, and consequence behind each AI interaction, so they can block, coach, or require human approval based on what is actually happening. Skills are configurable to the specific challenges of your business.
Production Action Guard
Human approvalAI coding agents executing privileged or destructive actions
“Agent step: run this database migration against the production cluster now.”
KonaSense intercepts the agent tool call before execution, recognizes a destructive production action, and requires a human approval with cryptographic audit evidence.
DLP inspects data in prompts. It has no concept of an agent about to execute an unsafe command and cannot insert an approval gate.
Code and Secrets Guard
BlockSource code, keys, and credentials leaking into AI assistants
“Refactor this service and here is the config: DATABASE_URL, STRIPE_SECRET_KEY, and the full repo.”
KonaSense detects live secrets and proprietary code, blocks the exposure at the point of use, and offers a redacted path so the developer keeps moving.
DLP can match a key pattern, but it will not understand the workflow or offer a safe redacted alternative that keeps engineers productive.
One Control Plane. Every AI Surface.
KonaSense sensors intercept AI interactions wherever they happen, with no code changes required and deployment in under a day.
Browser Extension
Chrome and Edge sensor covering ChatGPT, Gemini, Copilot, Claude, and more than 50 AI tools. It intercepts prompts, uploads, and responses in real time with block, redact, and coach actions at the point of use.
Kona for Agents
Real-time governance for developer AI agents across VS Code, Claude Code, GitHub Copilot, Cursor, and Gemini CLI. It intercepts tool calls and agent actions before execution with cryptographic audit evidence.
KonaProxy for Desktop
Local proxy that routes native AI traffic from ChatGPT Desktop and similar tools through the Control Plane. You get full policy enforcement with no cloud dependency for traffic routing.
Move fast and stay protected
Get the AI Risk Brief for Fintech and see how teams secure AI use across engineering and operations.