Secure AI for Developers | Code and Agents | WitnessAI
Accelerate Development, Securely
Protect source code and IP across your human and digital workforce.
AI coding assistants and agentic development tools are revolutionizing development. Human developers and coding agents now work side by side. Embrace greater productivity and faster delivery while minimizing risk with WitnessAI.
Observe
Eliminate Shadow AI
Catalog every AI developer tool and coding agent in your developer environment.
Discover apps like GitHub Copilot, Cursor, and hundreds of other AI dev tools across your network. See which coding agents are running, what external tools they connect to, and which developers are using them. Get a complete inventory of AI activity across your engineering teams.
Protect
Keep Your Code Secure
Add a smart layer of protection for developers and coding agents.
Stop proprietary code from leaving the network. Prevent prompt injections, jailbreaks, and harmful content responses from customer facing AI applications, models, and agents with continuous risk detection and analysis. Prevent coding agents from exposing proprietary code when calling external tools.
Control
Centralize Security and Privacy Controls
Secure development across your entire engineering workforce, human and digital alike.
Enforce policies that apply consistently across both developers and coding agents. Intelligently route requests to different models, and generate granular audit trails to stay compliant across every region and business line. Govern agents with an approved list of tool actions and MCP servers, and enforce business-approved agent behavior. WitnessAI enables direct code queries to secure internal models instead of third-party tools, with no developer workflow changes.
Attack
Test AI Models Before Production Deployment
Proactively identify vulnerabilities with automated red teaming.
Stress-test your models against sophisticated attacks including prompt injection, jailbreaks, and multimodal exploits before deployment.
Increase Velocity with Secure AI
Govern your hybrid workforce of developers and coding agents.
Take advantage of today's best AI IDEs, copilots, and coding agents with enterprise controls and guardrails that don't block innovation. Security-conscious dev teams use WitnessAI to safely realize the ROI of artificial intelligence.
10x
Increase in developer productivity vs no AI coding tools.
100%
IP protection with real-time risk detection and threat mitigation.
24/7
Compliance with centralized, automated security policies.
Build With AI Confidently
Add AI capabilities and integrate top LLMs like OpenAI and Anthropic into your products without worrying about exposing sensitive data. WitnessAI masks PII, credentials, and other developer secrets and keys in real time as you test, launch, and iterate.
Accelerate Your Dev Cycles
Reduce bloat and complexity with a platform that operates at the network level—no new SDKs, additional clients, or added exposure. Analyze LLM responses (prompts and responses), see how your app or agent interacts in the real world, and detect risky behavior before it affects the customer experience.
Discover Expert Insights and Resources
Information to empower your AI security adoption journey.
AI Usage by Employees: Understand the Risks and Mitigations](/content/resources/ai-usage-by-employees/index.html)
The Missing Layer in AI Security: Why Red Teaming Can’t Wait](/content/blog/the-missing-layer-in-ai-security-why-red-teaming-cant-wait/index.html)
Beyond the Prompt: Architecting Trust for Autonomous AI Agents](/content/resources/beyond-the-prompt-architecting-trust-for-autonomous-ai-agents/index.html)
Ready to Secure Your AI Ecosystem?
See how WitnessAI empowers secure, responsible AI adoption—book a personalized demo with our security experts.