Product Roadmap

What we've built

Ship fast. Ship secure. Here's what's live today and a peek at what's next.

Request a feature or vote on priorities
Shipped
In Progress
Planned
Done
Q1 2026
January – March 2026
Shipped
Agent Trust Score (A+ to F)
Real-time trust grading for every AI agent. The only unified score in the market — PII, injection, policy, cost, and reliability in one letter grade.
Core Platform
Shipped
Agent Registry
Centralized catalog of all AI agents across your org. Register agents manually or let them self-register via the SDK.
Core Platform
Shipped
Real-time Threat Detection
PII detection, prompt injection blocking, jailbreak prevention, and data exfiltration alerts — all inline, sub-100ms.
Security
Shipped
TrustShield Hallucination Detection
Real-time hallucination detection against agent responses. Source-free mode catches fabrications, contradictions, and confidence miscalibration.
Security
Shipped
Bias & Fairness Testing (NIST 2.1)
5 statistical fairness metrics across gender, ethnicity, and age. Demographic parity, equal opportunity, counterfactual fairness, and stereotype detection.
Compliance
Shipped
Explainability Dashboard (NIST 2.2)
5-factor trust score breakdown with radar chart, what-if simulator, counterfactual explanations, and 30-day historical trends.
Compliance
Shipped
Model Card Generation (NIST 1.2)
Auto-generated AI documentation per agent. 9 NIST-compliant sections with custom override support. Export as JSON or Markdown.
Compliance
Shipped
AI Gateway with Smart Routing
Route requests across providers by cost, latency, or reliability. Automatic failover and response caching built in.
Infrastructure
Shipped
Incident Tracking System (NIST 3)
GitHub-style incident management with severity levels, auto-creation triggers, timeline events, and MTTR tracking.
Security
Shipped
Human-in-the-Loop Approvals (NIST 4.1)
Configurable rules to block or flag agent requests for human review. Two action modes, webhook notifications, and approval history.
Workflow
Shipped
Outbound Webhooks & Integrations
HMAC-signed webhooks with retry logic. Pre-built integrations for Slack, Discord, and PagerDuty with delivery logs.
Integrations
Shipped
Red Team Automation & Playground
70+ attack prompts across 6 categories. Context-aware attack generation, CLI tool, GitHub Action for CI/CD, and professional PDF reports.
Security
Shipped
Team RBAC & SSO Foundation
5 roles (owner, admin, developer, viewer, billing) with granular permission enforcement. Google OAuth foundation ready.
Organization
Shipped
Stripe Billing (4 Tiers)
Free / Starter $99 / Business $299 / Enterprise. Monthly and annual billing, usage tracking, and Stripe webhook handlers.
Billing
Coming Next
Up Next
Actively building
In Progress
Open-Source SDKs
Python and TypeScript SDKs for one-line agent instrumentation. Drop-in wrappers for popular LLM providers.
Developer
In Progress
Framework Integrations
Native support for the most popular agent frameworks. Plug in with a single line of code.
Developer
Planned
Enterprise SSO
SAML and SCIM support for enterprise identity providers. Automated provisioning and deprovisioning.
Enterprise
We ship fast and listen closely. Have a feature request?
Drop us a line at [email protected]