What's broken today

P.01

Reactive guidance blocks progress.

AI agents generate code directly from specs. Without security embedded at the spec stage, feedback arrives after the fact, forcing development teams to revisit specs and rework implementation.

P.02

Generic guidance isn't agent-actionable.

AI agents generate code without security knowledge, and generic frameworks aren't enough to bridge the gap. They lack the product and architectural context the spec carries, leaving agents unable to translate guidance into the right controls.

P.03

Code fixes don't flow back to specs.

Scanners validate code implementation, but the business context lives in the spec. When fixes get made in code without flowing back, the spec, the new source of truth, drifts further from reality.

How it works

H.01

Automatically capture new specs.

Automatically capture every new spec across repos, document systems, and ticketing tools, bringing immediate security visibility to planning.

H.02

Pinpoint relevant context for each spec.

Pinpoint the security context relevant to each spec, drawing from your architecture, security frameworks, and internal standards.

H.03

Embed security into the spec.

Embed the required security guidance into each spec, integrating seamlessly into developer workflows without disrupting how teams and agents plan, design, and code.

H.04

Continuously verify implementation and detect drift.

Continuously verify implementation against the spec, detecting drift the moment it appears and ensuring issues are addressed at the source.

Integrates in minutes

Connect seamlessly to the tools you already use to extract context, route insights to builders, and make design-led product security a natural part of your development flow.

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Key benefits

R.01

Reduce risk at the source

Security gets encoded at the spec, not bolted onto the code.

5x

Reduction

Catch risk at design, before it becomes shippable code.

R.02

Consistent security across teams

Every spec and implementation meets the standard, no variation resulting from manual reviews and expertise.

10x

Consistency

Same baseline applied to every spec, regardless of author.

R.03

Visibility into AI-generated implementations

Every implementation is traceable: how coding agents apply controls and where risks remain.

100%

Visibility

Track every AI-generated implementation, control, and risk in one place.

Trusted by world-recognized brands

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Explore use cases

Continuous threat modeling

Continuous threat modeling
that adapts with your products and catches threats with live threat models for builders and agents.

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Continuous threat modeling
Enforce secure vibe coding

Enforce secure vibe coding
and ensure every vibe-coded app is protected, with security standards baked in.

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Enforce secure vibe coding
Secure agentic development

Secure agentic development
and spot every agent at work and infuse security at the point of implementation.

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Secure agentic development
Security guardrails for AI dev tools

Get security guardrails for AI dev tools and build product security for the AI era.

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Security guardrails for AI dev tools
Identify design-to-implementation drifts

Identify design to implementation drift and know when code drifts from design.

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Identify design-to-implementation drifts
Elevate security standards & policies

Elevate security standards & policies from dusty policies to adaptive security standards.

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Elevate security standards & policies
Real-time security guidance

Adopt real time security guidance and get security guidance that stays out of the way.

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Real-time security guidance
Detect & prioritize design risk

Detect & prioritize design risk and catch design risk before code is written.

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Detect & prioritize design risk
Automate security design reviews

Automate security design reviews and review every single change.

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Automate security design reviews
Always on. 
Never in the way.