Meet Visdom 2.0
AI writes the code,
Visdom helps you ship it
Composable platform for operating AI-native software delivery. Implemented with your engineering team. Owned by your organization.
AI-native SDLC
Visdom is the missing layer between AI coding and production. Built by VirtusLab to bring the context, governance, CI, and traceability needed to make AI-generated code production ready.
Visdom in Action
One architecture, end to end
Jira
Git history
Review comments
RepositoriesDocs & ADRs
Owners & on-call
Visdom Context Fabric
Visdom Orchestrator
Coding
Agent
Agent
Visdom
Sandbox
Sandbox
Visdom Testing
Classic tests
Architecture testing
Property-based
Mutation testing
Visdom Code Review
L1Linting review
L2Deterministic review
L3Single-pass LLM
L4Deep LLM review
Visdom Security
SAST & DAST
Dependencies
Secrets & IaC
Powered by
Risk Gate
Visdom Machine CI
High-riskHuman approval
Production
Visdom AI Tracing
How it works
Start where you are. Expand at your pace. Own it from day one.
Composable platform
Deploy only the capabilities you need and expand adoption at your own pace. Start with any component. Choices range from context, orchestration, and review to testing, governance, and CI.
Embedded with your engineers
Our engineers work hand in hand with your team, amending and automating your existing processes, pipelines, and workflows. We adapt the platform to the way your team delivers software, not the other way round.
Built for ownership
Your team runs the workflows, integrations, and operating capability independently, and we're on hand whenever you want to take it further.
Platform components
The platform we bring
Visdom Code Review provides automated pre-review for AI- and human-authored pull requests. By validating changes against engineering conventions, risk patterns, and common failure modes, reviewers can focus their attention where it matters most.
Visdom Testing introduces validation layers that go beyond traditional unit tests and coverage metrics. By combining architecture testing, property-based testing, and mutation testing, it uncovers defects that conventional testing approaches often miss.
Visdom AI Tracing captures every AI interaction, enforces policies, and provides a tamper-proof audit trail across the software delivery lifecycle, including assistant. The flight recorder your team needs to operate AI systems with confidence, accountability, and full visibility.
Security provides guardrails for your AI agents and delivery workflows. Agents can operate safely with controlled access to systems, credentials, and resources while generated changes are continuously validated against security policies.
Visdom Machine CI provides continuous integration optimized for AI-native software delivery. By reducing build times and feedback cycles, it enables agents to operate at machine speed without being constrained by traditional CI pipelines.
Visdom Orchestrator transforms AI agents into governed production workflows. Agents become observable processes that can be orchestrated, versioned, audited, and controlled within your existing environment.
What changes in practice
80%
Shorter lead time
From 10 days to 2 days
12 min
Time to first review
Across 200 PRs and 3 reviewers
<5 min
End-to-end CI
Down from 45 minutes
60%
Merged without human
Human review where it matters
The experience behind Visdom
15+ years in dev tooling and development productivity
Proven with enterprise clients in regulated industries, including one of the world’s largest investment banks.
80%
Build Time Reduction
International automotive brand
98%
Reduction of IDE Load Times
Financial services provider
3M+ USD
Annual PR Testing Savings
Global Technology Company
3.3x
CI test time & cost reduction
Top tier investment bank
Engagement model
How we engage
Four phases that build on each other, each delivering working capability you can see and use. Exact scope, pace, and team are agreed with you for every engagement, never off a fixed price list.
Get in touchAssessment
fixed scope
On-site or remote. We run your environment through the Visdom Maturity Matrix and leave you with a prioritized roadmap, the pilot team named, and the next phase scoped. A light touch from your side. If you want to stop here, you walk away with the roadmap and nothing locked in.
Pilot Implementation
fixed scope
One pilot team. The components that matter, deployed into your SCM, CI, IdP, and observability stack. A small team of our engineers works alongside your AI champion and platform team. Runbooks, ADRs, and integration code are co-authored from the start. Not as observers, as owners.
Scale and Improve
advisory
Scale runs two ways: vertically, as more components come online, and horizontally, as adoption spreads across more teams and the wider organization. The components are hardened and improved as that footprint grows, and architecture reviews, the hard calls, and the awkward exceptions get worked through together.
Support
ongoing
An ongoing partnership after transfer, not a payroll line. We stay available for architecture reviews, the hard calls, and the next maturity step, on terms that stay predictable for finance and flexible for engineering.
Start with AI SDLC Maturity Matrix
Before investing in new AI delivery capabilities, understand where your organization stands today. The AI SDLC Maturity Matrix helps identify capability gaps, prioritize opportunities, and create a practical roadmap for AI-native software delivery. You can complete the assessment independently or work through it with VirtusLab experts.
Benchmark your maturity
See how your engineering organization compares across six key dimensions.
Prioritize what matters
Get data-driven insights on your strengths, gaps, and highest-impact opportunities.
Get your tailored roadmap
Receive actionable recommendations to accelerate AI adoption and deliver real business value.
Built by VirtusLab
VirtusLab's engineers spent over a decade helping organizations solve software delivery and developer productivity challenges at scale. We maintain core open-source infrastructure (Scala toolchain, Metals, Scala CLI), contribute to the JVM ecosystem, and build production-grade tooling where the cost of getting it wrong is high.
15+
years on market
500
engineers
Open Source
in DNA
Scala & JVM
core contributors
Partnerships & Technologies
Trusted Across the Modern Stack.
VirtusLab maintains deep technical partnerships with the tools and platforms that power modern engineering at scale. We actively contribute to these ecosystems, bringing hands-on expertise to organizations modernizing software delivery and engineering operations.
