Define AI access policies in plain English – auto-enforced across your stack
Enterprise teams risk internal data leaks due to the absence of fine-grained access controls in AI tools.
PolicyForge lets security admins write natural language policies that compile into enforceable rules for AI tools. It integrates with your IdP and deploys agents to monitor/audit internal AI usage. Gain fine-grained control over who sees what data without rebuilding apps.
Enterprise IT security teams and admins deploying AI tools for internal workflows
NLP-powered policy engine translates English to code, 10x faster than YAML/JSON editors
supportive
Write policies like 'Block finance data for marketing users' – auto-generates rules
One-click agents for monitoring AI SDK calls in codebases
Scan existing AI workflows for policy violations
Pull roles from Okta/Azure AD
Visualize and triage policy breaks
Test policies against sample queries
Generate OPA/OPA-compatible policies
Policy review workflows
Auto-suggest rules from audits
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| idp_config | jsonb | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| org_id | uuid | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| natural_text | text | No |
| compiled_rules | jsonb | No |
| org_id | uuid | No |
| created_by | uuid | No |
| active | bool | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| query_data | jsonb | No |
| policy_id | uuid | No |
| org_id | uuid | No |
| timestamp | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| org_id | uuid | No |
| install_key | text | No |
/api/policiesCompile and save NLP policy
/api/violationsReport violation from agent
/api/agentsGenerate agent install key
/api/scannerRun compliance scan
100 scans/mo
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 150 | 1.5% | $56 | $675 |
| Month 6 | 1,000 | 3.5% | $875 | $10,500 |
Secure enterprise AI with natural language rules – no devs required
Target LinkedIn posts in AI security groups, offer free Pro for policy audits. Email outreach to 50 admins from Gartner Magic Quadrant lists. Host Twitter Space on AI policy pains with live demos.
Flexible rego lang
Requires coding expertise
No-code NLP interface
OPA hosting
Complex setup
AI-specific, instant NLP
Proprietary NLP compiler dataset from user policies
Enterprises adopting agentic AI need dynamic policies beyond static RBAC
NLP accuracy failures
Human review fallback + fine-tuning
DevSecOps prefer code
Export to OPA
Success: 90% accuracy
Success: Daily active usage
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