AI Value Accountability · OMG Standards · Logic Density

Generate Value Operating Systems
That Prove They Paid Off.

"Author once. Generate anywhere. Prove it paid off."

Grow sales and lifetime value by automating how you create customer value — from idea through sales closure and customer advocacy.

Powered by the Value Semantic Data Contract™ · AAEI open standard submitted to OMG

Compute Density → Logic Density

The wall enterprises are hitting now.

In 2005, the bottleneck was hardware. VMware solved it. In 2026, the bottleneck is code. AI tools generate millions of lines of brittle, ungoverned syntax. Token costs scale with code surface. ValueLogics applies the same architectural pattern — to business logic.

2005 · Compute Density

VMware virtualized compute

Many physical servers collapsed into one logical host.

  • Maximize compute per rack
  • 50–80% data center power reduction
  • Decoupled software from hardware
  • Changed data center economics forever
2026 · Logic Density

ValueLogics virtualizes business logic

Many lines of brittle code collapsed into one semantic logic contract.

  • Maximize business logic per authored line
  • 85–87% token cost reduction — permanently
  • 50–90% data center compute reduction
  • Business logic portable across any platform
87% token cost reduction
98.1% network reduction · measured
50–90% data center compute reduction

In 2005, Anthony Sarno authored the Intel Xeon TCO white paper on server virtualization architecture. He is applying the same architectural principles to business logic in 2026.

Join the Value First Movement

Software Engineering
Will Never Be the Same.

For decades, software engineering treated code as the source of truth. That model is breaking. AI can now generate code faster than teams can govern it. More code no longer means more value — it means more drift, more tokens, more compute, more maintenance, more lock-in.

Modern software engineering must move one level higher. The source of truth is no longer the application code. The source of truth is the verified business logic.

That is the shift from software generation to verified system generation.

Application code is the sourceVerified business logic is the source
Write code fasterMake logic portable, verifiable, regenerable
Sell. Train. Defend renewal.Qualify. Measure. Prove. Renew automatically.
Locked to platformPortable across any cloud or framework
Black box AIAAEI evidence record — auditable, board-ready
Token costs grow with codeLDR 0.15 — token cost fixed, permanently

Powered by the Value Semantic Data Contract™ — the first semantic foundation for value-first engineering, AI accountability, and measurable business outcomes.

Common Questions

Answers to the questions
every executive asks first.

LDR = authored lines ÷ source LOC analyzed. At LDR 0.15 (our target), you author 85% less than what we analyze and convert. Less code means fewer tokens per AI maintenance operation — permanently. At 10,000 agent operations per month: uncompressed costs $4,359/year. At LDR 0.15: $654/year. That 85% savings compounds every month, forever, regardless of how large the generated application grows.

Lovable, Cursor, and Bolt generate applications from prompts. Value Logics generates applications from a governed semantic logic contract — a VDSC that defines what the system must deliver before a single line of code is written. The result: 85% lower token costs (LDR 0.15), a cryptographic proof that the business logic survived regeneration (VLH), and a board-ready ROI evidence record (AAEI) at every renewal. Lovable builds apps. Value Logics builds value operating systems.

A traditional software contract describes what will be built. A VDSC (Value Semantic Data Contract) defines what must be delivered in measurable, auditable terms — in dollars, hours, ESG credits, and risk reduction. Before your app goes live, we codify what "working" means as a signed, governed contract the AI agent executes against at runtime. L1–L6 security gates enforce it. The AAEI evidence record proves it happened. Every renewal conversation starts with proof, not promises.

WebROI is a multi-stakeholder business case calculator. Eight executive roles — CEO, CFO, CTO, CISO, CIO, CCO, CMO, VP Sales — each contribute their own business area ROI calculation. The result is one company business case with a single total number. Every stakeholder built their own piece. No one can dispute it. Sales orgs use it to pre-qualify leads. Agencies install it on client sites to prevent churn. Enterprise buyers use it to build the board deck that closes the deal.

Yes. AAEI v1.2 is being submitted to the Object Management Group (OMG) as a proposed enhancement to the Business Motivation Model (BMM) — transforming it from a planning standard into a measurable ROI, AI-governed, cybersecure business value framework. LOI submission target: August 17, 2026. Apache 2.0. Prior art clock started June 26, 2026. github.com/ValueLogicsAI/AAEI

Enterprise Refactoring™

Metadata becomes the source.
Applications become the output.

We transform your systems into portable value models, then regenerate them on modern platforms. Your business logic is your intellectual property. By converting it into platform-independent metadata, we regenerate your code while keeping your core logic portable and verifiable.

90%

Effort Reduction

Automated pipelines translate metadata into production-ready applications.

87%

Lower Token Costs

Optimized metadata models reduce LLM payload size and context windows.

50–90%

Energy Efficiency

Modern architectures lower computing overhead and carbon footprints.

100%

IP Protection

Your competitive edge stays secure within the metadata layer.

Prove the Value

Transform your user experience into a customer value journey. We build verifiable proof directly into your application using a RealROI AI Agent.

Generate a Business Impact ROI Analysis → View Enterprise Refactoring™ →

Stop selling promises.
Start proving value.

Generate your business impact analysis now — or book a strategy call for a 72-hour AI App Maturity Risk Score.

Launch the WebROI Calculator

See your exact value gap in 60 seconds. Eight executive roles. One business case. Every stakeholder contributes their number.

Launch Calculator →

Book a Strategy Call

72-hour AI App Maturity Risk Score. Enterprise Refactoring™ assessment. RealROI AI Agent architecture review.

Book Your Call →
RealROI AI Agent

Turn any SaaS or AI agent into a closed-loop selling machine.

Conversion + retention + ESG + cybersecurity business value — automated. Every stage of the customer value lifecycle connected. No more renewal defense. No more lost customers who stopped seeing value.

01 · Qualify

WebROI Calculator

Visitor self-qualifies on value. Lead arrives pre-qualified.

02 · Design

VDSC Contract

What "working" means locked in writing before launch.

03 · Measure

emitActual

Monthly actuals vs. baseline — automatically.

04 · Detect

DriftWatch

on_track · at_risk · drifting — NBA fires before churn.

05 · Prove

ROI Replay

Board-ready proof document. SHA-256 sealed. Renewal won.

Explore RealROI AI Agent →
Generate Value Operating Systems

The customer lifecycle — built in from day one.

This is more than a sales funnel — it's a Customer Value Lifecycle. Every stage connected by a common thread: defining, communicating, delivering, measuring, and proving customer value. A much stronger strategic position than treating marketing, sales, customer success, and proof as separate disciplines.

🏗️

Enterprise Refactoring™

Transform your systems into portable value models, then regenerate them on modern platforms with up to 90% less effort. Metadata becomes the source. Applications become the output.

Semantic App Generation

The future of software engineering is not writing code faster. It is making business logic portable, verifiable, and regenerable. Our Semantic Customer Value transforms customer value from a marketing concept into an executable business model.

AI App Rescue — The SaaS Factory

From vibe-coded prototype to
high-revenue enterprise SaaS.

We take Lovable, Cursor, Bolt, and custom AI apps and convert them to production-grade infrastructure — adding multi-tenant architecture, Stripe billing, runtime guardrails, and AAEI value contracts. Sub-millisecond performance. Zero infrastructure to manage. Enterprise power at an SMB price.

Predict

Eliminate Financial Guesswork

Benchmark model efficiency and token costs before launch. Your subscription pricing tiers always guarantee healthy profit margins — no more surprise API bills.

Assure + Prove

Runtime Guardrails + AAEI Value Contract

Live guardrails catch data leaks, tenant breaches, and behavioral drift in real time. AAEI value contract locked before launch — audit-ready ledger trail at every renewal.

Technical & Commercial Advantages

⚡ Sub-Millisecond Performance

Edge-native on Cloudflare Workers — enterprise speed without the enterprise infrastructure bill.

🏗️ Zero Infrastructure to Manage

Your clients point their data pipelines to your edge endpoint. No hosting. No servers. No ops team.

💰 Enterprise Power · SMB Price

High-efficiency edge architecture eliminates cloud hosting overhead — 100% of savings passed to you.

Rescue Your App →
Open Standard · Proposed OMG Submission August 2026

AAEI · VDSC · The Missing Semantic Layer

OMG standards describe how enterprises are structured. The Business Motivation Model describes why a system should act. AAEI records whether it did. ValueLogics adds the missing semantic customer value layer that makes enterprise models executable, measurable, and continuously optimizable.

Public · Apache 2.0

AAEI — AI Accountability Evidence Interchange

A public, license-free interchange format for AI accountability evidence. The minimum structure required to state, measure, and verify what an AI system was supposed to deliver — and whether it did. AAEI makes business motivation measurable. Proposed enhancement to OMG BMM.

Private · BUSL 1.1

VDSC — Value Semantic Data Contract™

AAEI defines the standard. VDSC implements it. The first semantic foundation for value-first engineering, AI accountability, and measurable business outcomes. Before your app goes live, we codify what "working" means — as a signed, governed contract the agent executes against at runtime.

LDR + VLH · v1.2

LDR · VLH — Portable Logic Standards

Logic Density Ratio measures compression: LDR 0.13 IBM COBOL, LDR 0.15 Lovable app. Value Logic Hash proves the business logic survived regeneration — even when every generated file is completely different. Measures ROI, ESG savings, and cybersecurity business value.

We eliminate the black box.

By combining semantic engineering with open verification, we reduce codebases by up to 85% while providing a verifiable audit trail for every AI-enabled action — readable by your board, your auditor, and your regulator.