The World's Most Accurate Application Assessment

Patented Tri-Vector Analysis across runtime, workload, and code, delivering continuous insights and actionable modernization recommendations powered by Agentic AI.

Truth Over Assumptions

LLMs are only as good as the context they receive

DART delivers assessments with the depth and precision needed to transform raw infrastructure and application signals into actionable intelligence, making modernization decisions predictable, explainable, and repeatable.

SOURCE CODE RUNTIME WORKLOAD CHAI DART ACTION $420K saved/yr
The Industry's Only Tri-Vector Framework

Three Dimensions. One Truth.

Source Code

Static Analysis
AST Parsing Dependency Graph Anti-patterns Complexity Tech Debt

Runtime

Dynamic Analysis
APM Integration Traffic Profiling Latency Error Patterns Scaling

Workload

Performance Profiling
CPU/Memory I/O Bottlenecks Cost Modeling Cloud Readiness Risk
More Accurate
50%
Faster Planning
100%
Data-Driven
Key Capabilities

What DART Delivers

Continuous Transformation Observability

Always-on monitoring that evolves with your environment, not a one-time snapshot.

Real-time application, workload, and infrastructure monitoring
Cost, technical debt, risk, agility, and sustainability tracking
Transformation strategies aligned with business objectives
dart · observability.live
LIVE
↓42%
Cost
↓61%
Risk
900+
Apps
98.4%
Accuracy
Infrastructure Cost vs Tech Debt Last 6 months
M1 M2 M3 M4 M5 NOW
Infra Cost
Tech Debt
ERP Core: Cloud-Ready Score 94
Auth Service: Replatforming Score 71
Legacy CRM: High Debt Score 38
Which apps are cloud-ready?
47 apps are cloud-ready. Top picks: ERP Core 94, Auth API 88.
Ask about your applications...

Ask Anything. Get the Truth.

Natural language queries powered by Agentic AI and Tri-Vector context.

"Which apps are cloud-ready?"
"Where are my modernization risks?"
"How much tech debt do I carry?"
P1 Legacy CRM → Replatform ↓$480K/yr
P2 Auth Service → Containerize ↓$220K/yr
P3 ERP Core → Rehost ↓$90K/yr
Total savings identified $790K / yr

From Assessment to Action in Minutes

Instant, prioritized next steps, not just reports.

Rehost, replatform, or refactor paths
Dependency & risk mapping
Automated cloud/AI readiness report
Brownfield & Black-Box Ready

No Source Code? No Problem.

Same precision for brownfield and black-box environments. Minimum involvement from application owners.

Scans source code, runtime, or deployment artifacts
Same depth of insights, with or without source code
Ideal for legacy, vendor-managed, and COTS systems
Sovereign AI: air-gapped, zero data exfiltration
Complete estate scanned in days, not months
45%
of migrations fail without deep assessment

DART builds dynamic context for every transformation, making outcomes predictable, not uncertain.

Business Impact

Intelligence That Drives Business Outcomes

Every DART insight is tied to ROI, risk reduction, and strategic goals, not just technical checkboxes.

Sovereign AI

Air-gapped deployment. Zero data exfiltration. Your intelligence never leaves your walls.

Priority-Driven

Recommendations ranked by cost, risk, and strategic alignment, not just technical feasibility.

Faster ROI

Cut engineering overhead. Accelerate time-to-value. See returns in weeks, not quarters.

Measurable Outcomes

Every recommendation maps to quantifiable business results, cost saved, risk reduced, velocity gained.

CHAI Ecosystem

DART Powers the Entire CHAI Platform

Intelligence anchored in modernization context. DART provides deep, continuous intelligence, CHAI Universe captures it within a broader context, turning insights into enterprise-ready decisions.

CHAI Flow™

Multi-agent orchestration powered by DART context

CHAI Universe™

Air-gapped, sovereign transformations at scale

CHAI Compass™

ROI modeling & compliance scoring from DART data

CHAI Recipes

Pre-built blueprints accelerated by DART context

Get Started

Stop Modernizing in the Dark

CHAI DART™ empowers your teams to analyze, plan, and modernize faster than ever. Make confident, data-driven decisions, whether you're evaluating cloud migration, reducing technical debt, or adopting AI-powered transformation.

CHAI by CloudHedge — Agent View
/products/dart/
# CHAI DART — The World's Most Accurate Application Assessment

Patented Tri-Vector Analysis across runtime, workload, and source code — delivering continuous insights and actionable modernization recommendations powered by Agentic AI. 45% of migrations fail without deep assessment. DART fixes that.

---

## The Problem
LLMs are only as good as the context they receive. DART delivers assessments with the depth and precision needed to transform raw infrastructure and application signals into actionable intelligence, making modernization decisions predictable, explainable, and repeatable.

## Tri-Vector Framework — Three Dimensions, One Truth
The industry's only Tri-Vector analysis framework:

### Source Code (Static Analysis)
AST Parsing, Dependency Graph, Anti-patterns, Complexity, Tech Debt

### Runtime (Dynamic Analysis)
APM Integration, Traffic Profiling, Latency, Error Patterns, Scaling

### Workload (Performance Profiling)
CPU/Memory, I/O Bottlenecks, Cost Modeling, Cloud Readiness, Risk

## Key Stats
- 3x more accurate than alternatives
- 50% faster planning
- 100% data-driven

## Key Capabilities

### Continuous Transformation Observability
Always-on monitoring that evolves with your environment, not a one-time snapshot. Real-time application, workload, and infrastructure monitoring. Cost, technical debt, risk, agility, and sustainability tracking.

### Conversational Intelligence
Natural language queries powered by Agentic AI and Tri-Vector context. Ask questions like "Which apps are cloud-ready?" or "How much tech debt do I carry?"

### From Assessment to Action in Minutes
Instant, prioritized next steps — rehost, replatform, or refactor paths. Dependency and risk mapping. Automated cloud/AI readiness report.

## Brownfield and Black-Box Ready
No source code? No problem. Same precision for brownfield and black-box environments:
- Scans source code, runtime, or deployment artifacts
- Same depth of insights, with or without source code
- Ideal for legacy, vendor-managed, and COTS systems
- Sovereign AI: air-gapped, zero data exfiltration
- Complete estate scanned in days, not months

## Business Impact
- **Sovereign AI** — Air-gapped deployment. Zero data exfiltration.
- **Priority-Driven** — Recommendations ranked by cost, risk, and strategic alignment
- **Faster ROI** — See returns in weeks, not quarters
- **Measurable Outcomes** — Every recommendation maps to quantifiable business results

## CHAI Ecosystem Integration
DART powers the entire CHAI Platform — CHAI Flow (multi-agent orchestration), CHAI Universe (sovereign transformations at scale), CHAI Compass (ROI modeling and compliance scoring), CHAI Recipes (pre-built blueprints).

## Availability
Available on AWS Marketplace.

---

## 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/

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