Migrate Anything.
Modernize Everything.
Break Nothing.

The most advanced Context Rich Harness with Reinforcement Learning.

Schedule a Demo →
Modernize billing-svc 1 connected
Opus 4.6 CHAI Flow™

Powering modernization at leading enterprises worldwide

The Enterprise Modernization Challenge

80%
Enterprise apps remain trapped in legacy environments
$1.8T
Spent annually on maintaining legacy systems
67%
Digital transformations fail due to technical debt
45%
Migrations fail without deep assessment

AI-Blind Applications

Legacy apps can't see, learn, or act. Useless in an agentic AI future.

Expensive to Maintain

Legacy applications consume 60-80% of IT budgets while delivering minimal business value.

Difficult to Secure

Outdated systems create vulnerability gaps and compliance risks.

Resistant to Change

Monolithic architectures prevent rapid innovation and AI adoption.

THE PLATFORM

One platform. Four modules.
Each one does a specific job.

CHAI is the platform. DART, Flow, Universe, and Compass are modules within it. Buy the whole platform, or start with the module that matches where you are.

ASSESS

CHAI DART

Tri-Vector analysis across runtime, workload, and code. 45% of migrations fail without deep assessment. DART solves this.

See a sample scan →
EXECUTE

CHAI Flow

Multi-agent collaboration: Discovery, Assessment, Deploy, Transform, Observability & DevOps agents working in concert.

Open a Flow recipe →
GOVERN

CHAI Universe

One harness unifying assessment, intelligence, and execution, with Sovereign AI and Reinforcement Learning built in.

Browse the recipe library →
Q3 · PREVIEW
QUANTIFY

CHAI Compass

Model ROI, score compliance, and define modernization goals. Know the value of every decision before you commit.

Join the waitlist →
WHY CHAI

Built Different. By Design.

Six reasons enterprises choose CHAI™ over everything else.

Tri-Vector Assessment

Three Dimensions. One Truth.

Source code + runtime + workload converge into unmatched precision. Builds dynamic context. Makes transformation predictable.

Sovereign AI

Your intelligence. Your walls.

Air-gapped deployment with zero data exfiltration. Intelligence stays within your organization. Your IP never leaves.

Unified Intelligence

One brain. Infinite reach.

Cohesive AI spanning your entire SDLC. Eliminates fragmented LLM usage. Optimizes LLM cost.

CHAI Recipes

Enterprise-approved blueprints.

Pre-orchestrated, governed modernization playbooks. Consistent, reusable, composable blueprints.

Reinforcement Learning

Gets smarter with every move.

Progressively enhances, refines and optimizes. Reduces LLM usage and cost. Compounds institutional knowledge.

Self-Healing Modernization

Verify. Correct. Repeat.

Auto tests on source and end states. Corrects course until verification passes. Production-grade accuracy.

HOW IT WORKS

From legacy mess to shipped, modernized code. Five stages.

One pipeline. Humans are always in control, with explicit checkpoints at planning and deployment. CHAI handles the rest.

01

Assess

Tri-Vector scan of every app. Every dependency, risk, and runtime signal mapped.

CHAI DART
02

Plan

AI-generated waves, prioritized by risk and business value. Reviewed by your architect.

Human in control
03

Execute

Recipes run agentic transformation: refactor, containerize, generate manifests, wire CI.

CHAI Flow
04

Verify

Self-healing test loops on source and target. Audit output for CMMC, IL6, HIPAA.

Human in control
05

Optimize

Reinforcement learning compounds every run. Next wave is faster, cheaper, safer.

CHAI Universe
900+
Apps Modernized
60%
Human Hours Saved
600%
Faster Modernization
4X
Migration Velocity
40%
Cost Reduction

From legacy mess to agentic dominance. Here's how

Discover
Analyze
Recommend
Automate
Agentic

Connect & Assess

Connect your applications, workloads, and infrastructure to CHAI DART™ for comprehensive discovery and analysis.

Learn More →
App 1
DB
App 2
API

VM 1
App 3
Cache
MQ

App 4
Auth
VM 2
App 5

Intelligent Insights

CHAI performs non-intrusive scanning, reviewing runtime behaviors, source code, and infrastructure dependencies to identify transformation opportunities.

Learn More →
RuntimeSourceDepsRiskCost

Personalized Roadmaps

Get AI-powered modernization recommendations aligned with your enterprise objectives, risk tolerance, and business goals.

Learn More →
Legacy Monolith
Tri-Vector Scan
Risk Score: Low
Wave 1 — 12 Apps
Containerize
K8s Deploy
Wave 2 — 8 Apps
Refactor
Microservices
Wave 3 — 5 Apps
Re-architect
Cloud Native

Execute & Deploy

Export insights into CHAI Flow™ to automate code modernization and deploy optimized, modernized workloads at scale.

Learn More →
Source Code TransformationDONE
Dockerfile GenerationDONE
K8s Manifests & Helm ChartsDONE
CI/CD Pipeline ConfigRUNNING
Production DeploymentPENDING

Kill the modernization bottleneck

CHAI transforms your legacy applications into agentic, AI-native systems. This isn't a vision. It's reality. Days to AI-native.

Learn More →
CHAI
Agentic
DART
Flow
Learn
Deploy
Scan
Test
Ship
Plan

Our Partners

Amazon Web Services
Google Cloud
Microsoft Azure
Red Hat
Mirantis
NTT Data
ManTech
Genpact
Tata Consultancy Services
Kyndryl
EY
Tech Mahindra
SoftwareOne
Capgemini
Cognizant
Coforge

Recognitions

Award-winning isn't a badge, it's a track record.

Gartner Cool Vendor 2022
AWS Modernization Competency
AWS ISV Accelerate Partner
Available in AWS Marketplace

Ready to Transform?

From data center exits to transformation roadmaps. From legacy Java to agentic AI.

CHAI by CloudHedge — Agent View
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# CloudHedge: CHAI Agentic AI for Continuous Modernization

CloudHedge provides the CHAI (Context-aware Harness for AI) Agentic AI platform for continuous enterprise application modernization. The platform transforms legacy monolithic applications into agentic, AI-native systems autonomously and at scale.

---

## Key Value Propositions
- Legacy apps transformed into agentic, AI-ready systems
- One unified harness bringing assessment, intelligence, learning, and execution together
- Migrate Anything. Modernize Everything. Break Nothing.
- Sovereign AI: all processing runs inside your infrastructure, zero data exfiltration

## The Enterprise Modernization Challenge
- 87% of enterprises are adopting AI, but 60% of their apps cannot participate
- Traditional modernization takes 14-18 months and fails 45% of the time
- CHAI compresses modernization to days or weeks with agentic AI orchestration

## Products — The CHAI Platform
- **CHAI DART** — Patented Tri-Vector deep application assessment across runtime, source code, and workload signals. The world's most accurate application assessment.
- **CHAI Flow** — Agentic orchestration platform for automated, repeatable modernization workflows at enterprise scale.
- **CHAI Universe** — Unified modernization harness with AI-powered application portfolio intelligence, discovery, and scoring.
- **CHAI Compass** (New) — Data-driven modernization roadmaps with ROI modeling, compliance scoring, and goal alignment.

## How It Works
1. Connect and Assess — CHAI DART performs Tri-Vector analysis (runtime, source code, workload)
2. Intelligent Insights — AI-generated understanding of application portfolio
3. Personalized Roadmaps — CHAI Compass creates business-aligned transformation plans
4. Execute and Deploy — CHAI Flow orchestrates multi-agent automated modernization

## Differentiators
- Sovereign AI: air-gapped, zero data exfiltration, runs entirely on-premise
- 8+ patents granted in application intelligence, containerization, and agentic orchestration
- 65+ purpose-built AI agents (not wrappers on foundation models)
- Enterprise-proven: deployed across Fortune 500 in banking, aviation, insurance, and more
- Works without source code — analyzes binaries, runtime behavior, and deployment artifacts

## Key Metrics
- 900+ apps modernized
- 600% faster modernization
- 60% human hours saved
- 50% average cost reduction
- 99.9999% peak uptime achieved

## Partners
AWS, Red Hat, Nutanix, and other leading technology partners.

---

## Products
- CHAI Universe — AI-powered application discovery and portfolio intelligence: /products/universe/
- CHAI DART — Tri-Vector deep application assessment: /products/dart/
- CHAI Flow — Agentic orchestration for automated modernization: /products/flow/
- CHAI Compass — Strategic modernization roadmaps (coming soon)

## Contact
Schedule a demo: /contact/
Email: hello@cloudhedge.io