Modernize WhatAI Needs.Prove What It Can Do.

Modernized Director begins with one business capability, explicit authority and a proof plan. Explore the executable refund reference demo while real-repository verification is integrated into the MVP.

Run the Director Proof Demo

ILLUSTRATIVE WORKFLOW — not a scanned repository

$modernized-ai scan --repo acme/ecommerce-ai

>Parsing AST across 142 source files...

>Discovered 3 AI agent classes, 17 tool definitions

!CRITICAL: refundPayment() called directly at payment.ts:143

!HIGH: deleteUser() called without approval gate at admin.ts:89

>Policy violations: 2 Critical, 1 High, 0 Medium

✓Fix with AI → dispatching remediation agent...

Executed Reference Scenarios

Declared Reference Paths

Bounded Action Sequences

Executable Reference Fixture

How Modernized AI Works

From one precise business intent to scoped authority, business-state proof, evidence, and a reviewable change.

Specify Intent

One agent, one capability

Scope Lock

Authority + proof plan

Prove Behavior

Fail-closed verification

Modernized Director

Start from one business intent and explicit, versioned authority; expanded TS/JS repository coverage is an MVP integration goal.

Violation Detection

Flag direct calls to payment refunds, user deletion, role changes, and permission escalation.

Proof-Governed Remediation

The reference Director demonstrates bounded proof. Live code remediation, isolated verification and a reviewable draft PR are gated MVP milestones.

See It In Action

Illustrative storyboard only. Run the separate executable Director proof for actual reference-fixture results.

ILLUSTRATIVE: unguarded refund path; no customer repository scannedexample-only

Customer Chat

"Refund order #9421"

CustomerAgent

LLM Tool Invocation

refundPayment()

⚠ Direct Call (VIOLATION)

Stripe API

Refund dispatched

ERROR Policy violation detected at CustomerAgent.handleRefund() → Tool refundPayment requires admin approval but is invoked directly.

Everything You Need to
Secure AI Workflows

Scoped Capability Proof

The public demo executes a fixed, bounded refund reference fixture. Real GitHub/TypeScript source analysis is a separate MVP integration milestone.

Reference fixtureTS/JS targetProvenance

Policy Engine

The reference engine executes explicit refund policy against protected in-memory business state, distinguishing permitted, approval-required and denied actions.

PaymentsUser MgmtRole ChangesData Ops

Minimum-Change Remediation

The current Director shows a minimum-change guard preview, proof checks and fail-closed regression modes. Exact-source remediation, trusted signing and draft PRs are pending worker integration.

Reviewable planProof checksExact PR gate

Frequently Asked Questions

Everything you need to know about Modernized AI.

How does the Modernized Director begin?

The Director starts with a precise business intent, named agent, declared authority and protected side effect. This public demo executes a reference fixture; real repository analysis requires the isolated proof worker.

How does the Director catch bypasses?

Challenge the reference refund flow with missing approval guards, alternate credit paths, repeated actions and an unknown async path. Unauthorized mutations block the fixture proof; uncertainty remains unverified.

Does this demo create a real GitHub pull request?

No. Legacy remediation entries are explicitly marked simulated. Real code changes, isolated verification and draft PR delivery are mandatory MVP acceptance gates.

Which AI frameworks and languages are supported?

V1 targets GitHub TypeScript/JavaScript and Node applications. The public demo is a fixed executable reference fixture, not proof of arbitrary repositories or Python support.

Is my source code stored or processed on your servers?

The public reference demo never accesses customer source. Live source analysis requires customer-authorized GitHub App access, isolated workers and verified retention/security controls.

Secure Your AI Agents
Before It's Too Late

Explore an executable, evidence-backed refund reference fixture. Live GitHub analysis, production proof and real PR delivery remain gated MVP milestones.

Explore Modernized