AuditAIForge

Policy-driven AI access controls with automated compliance auditing.

Score: 7.9/10CanadaMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Enterprise teams in compliance-heavy organizations struggle with inadequate role-based access controls and audit logs in AI tools, blocking secure and widespread AI adoption.

Solution

AuditAIForge lets security teams define enforceable policies for AI usage, applying them via SDK or proxy to block non-compliant access. It auto-generates audit trails and anomaly detections, flagging risks like PII in prompts. Perfect for proactive compliance in high-reg industries.

Target Audience

IT and security teams in enterprise organizations within regulated industries like finance, healthcare, and government

Differentiator

AI-powered policy enforcement with natural language policy creation and real-time blocking.

Brand Voice

professional

Features

NLP Policy Builder

must-have25h

Create policies in plain English, e.g., 'Block finance data in prompts'.

SDK Integration

must-have20h

Lightweight JS SDK for app-level enforcement.

Real-Time Blocking

must-have18h

Intercept and block non-compliant requests.

Anomaly Detection

must-have15h

Flag unusual usage patterns.

Audit Trail Gen

must-have12h

Auto-compliance reports with evidence.

Custom Risk Models

nice-to-have10h

Train on org data for better detection.

API Rate Limiting

nice-to-have8h

Per-role token/cost controls.

SIEM Export

future15h

Push logs to Splunk/etc.

Total Build Time: 123 hours

Database Schema

policies

ColumnTypeNullable
iduuidNo
org_iduuidNo
nametextNo
nlp_texttextNo
rulesjsonbNo

Relationships:

  • β€’ org_id -> organizations.id
  • β€’ enforcements.policy_id -> policies.id

enforcements

ColumnTypeNullable
iduuidNo
policy_iduuidNo
user_iduuidNo
actiontextNo
blockedboolNo
detailsjsonbYes

Relationships:

  • β€’ policy_id -> policies.id

anomalies

ColumnTypeNullable
iduuidNo
org_iduuidNo
scoreintNo
timestamptimestampNo

Relationships:

  • β€’ org_id -> organizations.id

API Endpoints

POST
/api/policies

Create policy from NLP.

πŸ”’ Auth Required
POST
/api/enforce

SDK endpoint for real-time checks.

πŸ”’ Auth Required
GET
/api/anomalies

List detected risks.

πŸ”’ Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui
Backend
Next.js 14 API routes
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
OpenAI API for NLP policiesSupabase Vector for embeddings

Build Timeline

Week 1: Core auth/policies

40h
  • βœ“ Setup
  • βœ“ NLP policy parser

Week 2: SDK and enforcement

45h
  • βœ“ JS SDK
  • βœ“ Enforce endpoint

Week 3: Audits and anomalies

40h
  • βœ“ Log/enforce capture
  • βœ“ Basic detection

Week 4: UI and reports

35h
  • βœ“ Dashboard
  • βœ“ Report gen
Total Timeline: 4 weeks β€’ 160 hours

Pricing Tiers

Free

$0/mo

100 enforcements/mo

  • βœ“5 policies
  • βœ“Basic audits

Pro

$25/mo

10k enforcements/mo

  • βœ“Unlimited policies
  • βœ“Anomaly detection

Enterprise

$99/mo

Unlimited

  • βœ“All + custom models
  • βœ“SIEM

Revenue Projections

MonthUsersConversionMRRARR
Month 1604%$60$720
Month 640010%$1,000$12,000

Unit Economics

$45
CAC
$1100
LTV
4.5%
Churn
85%
Margin
LTV:CAC Ratio: 24.4xExcellent!

Landing Page Copy

Forge Ironclad AI Policies That Enforce Themselves

Plain English policies + auto-audits stop risks before they happen.

Feature Highlights

βœ“NLP policy creation
βœ“SDK blocking
βœ“Anomaly alerts
βœ“Compliance proofs

Social Proof (Placeholders)

"'Proactive compliance game-changer.' – Compliance Officer, FinTech"

First Three Customers

Post policy demo video on Twitter/X compliance threads targeting gov/finance. Offer free policy audits to 20 leads from Compliance Week newsletter. Beta via Product Hunt Upcoming.

Launch Channels

Product Huntr/complianceTwitter/XCompliance forums

SEO Keywords

AI policy enforcementautomated AI compliance auditPII detection AI promptsenterprise AI access policies

Competitive Analysis

Lakera Guard

lakera.ai
Usage-based
Strength

Prompt injection defense

Weakness

No RBAC/policies

Our Advantage

Full policy suite + audits

🏰 Moat Strategy

Policy data improves AI enforcement models over time.

⏰ Why Now?

EU AI Act mandates risk-based controls as AI scales.

Risks & Mitigation

technicalhigh severity

NLP policy accuracy

Mitigation

Human review + iterations

Validation Roadmap

pre-build7 days

Policy pain survey

Success: Interest from 10+

mvp28 days

SDK beta with 5 users

Success: Blocks validated

Pivot Options

  • β†’Pure SDK no backend
  • β†’General DLP for apps

Quick Stats

Build Time
160h
Target MRR (6 mo)
$1,500
Market Size
$3000.0M
Features
8
Database Tables
3
API Endpoints
3