Back Playground

You want to modernize.
But do you know what you have?

CAP gives you full system understanding in weeks instead of months — so you can make safer decisions and move faster.

Read-only
AI-driven
Senior Engineers
2 week sprint

Why change feels risky

Outdated documentation

The docs don't reflect reality — if they exist at all

Key-person dependency

Critical system knowledge lives in a few people's heads

Fear of change

Unclear what breaks when someone changes something

Long ramp-up

New teams and consultants need months to understand the landscape

Months Onboarding time
Guesswork Decision basis
Stalled Modernization
Unknown Change impact

This is where CAP comes in. A system intelligence engine that automatically maps how your systems actually connect.

From raw data to actionable intelligence

1

Ingestion

Collect everything

Documents & specs
Financial data
Source code & repos
Infrastructure & config
APIs & integrations
Stakeholder interviews
2

CAP Engine

Contextualize & structure

AI-powered analysis
Dependency mapping
Cross-referencing
Structuring & modeling
Risk identification
Senior engineer review
3

Output

Actionable deliverables

Due diligence reports
System visualization nodes
Living documentation
Talk with your data
Proactive anomaly detection
Change impact analysis

What you actually get

System Map

Visual overview of the full architecture — which systems exist, how they connect, and where the boundaries are

Dependency Graph

All dependencies mapped — so you see exactly what's affected before making a change

Impact & Risk Analysis

Identified risk points and consequence analysis — what can go wrong and where to be careful

Technical Briefing

Documented implicit logic — the knowledge that today only exists in key people's heads

Onboarding Material

So new team members and consultants can be productive in days instead of months

Migration Playbook

Concrete change plan with prioritized order, dependencies and verification steps

Ideal for

Migrations & modernization
M&A due diligence
Complex integrations
Team onboarding

How we work

Read-only.
No production changes.

Self-hosted.
Your data never leaves your environment.

2 week sprint.
Time-boxed. Fixed price based on scope.

Engagement model

Why Playground

Proprietary methodology

Not just AI analysis — a proven process

AI agent expertise

We build and configure specialized agents

Senior engineers + AI

Deep technical understanding combined with AI capability

Technical partner, not staffing

We deliver insight, not hours

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