Stage 1
Assess
Code, dependencies, rules, risk.
Software risk / mapped
Migration plan / reviewed
Agentic infrastructure for critical software
Make the hardest software changes reliable.
System intelligence, migration execution, and continuous validation for critical software.
Stage 2
Plan
A migration sequence teams can trust.
Stage 3
Execute
Agents and teams working in context.
Stage 4
Validate
Behavior checked before release.
Reduce migration risk
See the whole system before you commit to the change.
Find hidden risk
See what the system depends on
Code, data flows, dependencies, and business rules.
Keep context
Execute against the real system
Every task tied to the system it changes.
Prove the result
Catch drift before release
New behavior checked against current behavior.
From decision to delivery
Start with the decision that cannot wait.
tokiwa.ai
ACME Corp
Risk Assessment
Cost & Effort
Medium
Security & Compliance
High
AI Readiness
Medium
Architecture
Low
Team Operations
Medium
Performance & Scale
Low
Before you commit
Know the cost and risk
Architecture, dependencies, business rules, risks, and migration options.
tokiwa.ai
ACME Corp
Migration Validation
1,000 business rules validated
982passed
15warnings
3need manual review
Understand
Transform
Validate
Release
Release readiness
Review required
Human review
3 rules assigned
TAC
In progress
After the decision
Carry the plan through
The same system model guides delivery, review, and validation.
Scale experience meets AI engineering
Next-generation AI. Proven engineering on revenue-critical systems.
Billionsof daily impressions
Global scalerevenue-critical software
Engineering experience from
Google
Meta
What is at risk?
Which decision is the system blocking?
Tell us what cannot go wrong.