AIBastion

Secure your enterprise AI with fine-grained proxy controls to prevent data leaks

Score: 8.0/10GermanyMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Enterprise teams risk internal data leaks due to the absence of fine-grained access controls in AI tools.

Solution

AIBastion acts as a secure proxy gateway between your internal apps and AI providers like OpenAI, enforcing custom access policies on every request. IT admins define rules for data masking, user roles, and query filtering via an intuitive dashboard. It blocks risky prompts in real-time, ensuring compliance without changing your existing AI workflows.

Target Audience

Enterprise IT security teams and admins deploying AI tools for internal workflows

Differentiator

Drop-in API proxy with zero-code integration and real-time policy enforcement, unlike dashboard-only tools

Brand Voice

professional

Features

Proxy Endpoint

must-have20h

Secure HTTPS proxy for AI API calls with policy enforcement

Policy Builder

must-have15h

Drag-and-drop UI to create role-based access rules and data masks

Org Management

must-have12h

Multi-tenant setup for teams with user roles and workspaces

Audit Logs

must-have10h

Real-time logs of all AI requests, blocks, and data flows

Integration Wizard

must-have8h

One-click setup for OpenAI, Anthropic, and custom endpoints

Alerting

must-have8h

Email/Slack notifications for policy violations

Custom Regex Filters

nice-to-have6h

Advanced pattern matching for PII detection

Analytics Dashboard

nice-to-have10h

Usage metrics and compliance reports

API Rate Limiting

nice-to-have5h

Per-user and org-level throttling

SSO Integration

future15h

Okta/SAML support for enterprise auth

Total Build Time: 109 hours

Database Schema

organizations

ColumnTypeNullable
iduuidNo
nametextNo
proxy_urltextNo
created_attimestampNo

Relationships:

  • users.org_id -> organizations.id

users

ColumnTypeNullable
iduuidNo
emailtextNo
roletextNo
org_iduuidNo
created_attimestampNo

Relationships:

  • policies.user_id -> users.id

policies

ColumnTypeNullable
iduuidNo
nametextNo
rulesjsonbNo
org_iduuidNo
user_iduuidNo
activeboolNo

Relationships:

  • audits.policy_id -> policies.id

audits

ColumnTypeNullable
iduuidNo
request_datajsonbNo
actiontextNo
policy_iduuidYes
org_iduuidNo
timestamptimestampNo

API Endpoints

POST
/api/proxy

Forward AI requests through policy enforcement

🔒 Auth Required
GET
/api/policies

List org policies

🔒 Auth Required
POST
/api/policies

Create new policy

🔒 Auth Required
GET
/api/audits

Fetch audit logs

🔒 Auth Required
POST
/api/orgs

Create organization

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui + Recharts
Backend
Next.js API routes + Supabase Edge Functions
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
OpenAI SDKCron for cleanup

Build Timeline

Week 1: Core auth and org setup

40h
  • User signup/login
  • Org creation
  • Basic dashboard

Week 2: Proxy and policies

40h
  • Proxy endpoint MVP
  • Policy builder UI
  • Basic enforcement

Week 3: Audits and integrations

35h
  • Audit logging
  • Integration wizard
  • Testing sandbox

Week 4: Polish and payments

30h
  • Stripe integration
  • Alerts
  • Landing page

Week 5: Nice-to-haves and testing

25h
  • Analytics
  • Regex filters
  • E2E tests
Total Timeline: 5 weeks • 220 hours

Pricing Tiers

Free

$0/mo

1 org, no alerts

  • 1 policy
  • 100 req/mo
  • Basic logs

Pro

$25/mo

5 orgs

  • Unlimited policies
  • 10k req/mo
  • Alerts
  • Analytics

Enterprise

$99/mo

Custom req limits

  • Unlimited everything
  • Priority support
  • Custom integrations

Revenue Projections

MonthUsersConversionMRRARR
Month 12001%$50$600
Month 61,2004%$1,200$14,400

Unit Economics

$40
CAC
$600
LTV
5%
Churn
92%
Margin
LTV:CAC Ratio: 15.0xExcellent!

Landing Page Copy

Stop AI Data Leaks with One Proxy

Enterprise-grade access controls for your AI tools – deploy in minutes, no code changes needed

Feature Highlights

Real-time policy enforcement
Drop-in proxy for any AI API
Audit trails for compliance
Role-based data masking
Zero-trust security

Social Proof (Placeholders)

"'AIBastion saved us from a potential breach' – IT Lead, FinTech Co."
"'Seamless integration, instant value' – Security Admin, Enterprise"

First Three Customers

Post in r/cybersecurity and LinkedIn groups for enterprise IT admins about AI leak risks, offering free Enterprise trials for feedback. DM 20 targeted admins from companies using OpenAI Enterprise via LinkedIn Sales Navigator. Run a webinar on 'Securing Internal AI' via Zoom and collect signups.

Launch Channels

Product HuntHacker Newsr/SaaSLinkedInTwitter/X

SEO Keywords

AI access control proxyenterprise AI data leak preventionfine-grained AI permissionssecure OpenAI proxyAI policy enforcement tool

Competitive Analysis

Lacework

lacework.com
Custom enterprise
Strength

Broad cloud security

Weakness

No AI-specific proxy

Our Advantage

AI-focused, affordable, instant deploy

Protect AI

protectai.com
Enterprise sales
Strength

Model scanning

Weakness

Lacks runtime data controls

Our Advantage

Real-time request proxying

🏰 Moat Strategy

Data moat from audit logs enabling AI-trained risk models; fast iteration on proxy tech

⏰ Why Now?

Explosion of internal GenAI tools post-ChatGPT Enterprise, with rising data breach regulations like GDPR AI Act

Risks & Mitigation

technicalmedium severity

Proxy latency impacting AI responses

Mitigation

Edge deployment on Vercel, caching policies

markethigh severity

Enterprises prefer incumbents

Mitigation

Free tier for proof-of-concept

executionmedium severity

Solo dev scaling support

Mitigation

Intercom for self-serve

legallow severity

Compliance certifications needed

Mitigation

SOC2 via Supabase

Validation Roadmap

pre-build7 days

Interview 10 IT admins on AI leak pains

Success: 5 express interest in beta

mvp14 days

Beta with 5 users, track activation

Success: 80% retain after week 1

launch7 days

PH launch, aim 500 signups

Success: 10 paid conversions

Pivot Options

  • Shift to general API gateway
  • Focus on PII redaction service
  • B2C for indie devs

Quick Stats

Build Time
220h
Target MRR (6 mo)
$5,000
Market Size
$5000.0M
Features
10
Database Tables
4
API Endpoints
5