Velocity outpaces visibility
AI-generated code accelerates delivery. But leaders lose sight of what changed, which systems are affected, and whether releases are safe to ship.
AI Change Intelligence Platform
Software changes faster than decisions.
Eigenworks gives engineering leaders complete visibility into what changed, why it changed, and what it means for the business — before every release.
Release Status
Traceability
Policy Logs
Release owner
Payments Platform
Risk level
Medium
Policy coverage
31 / 32 controls
Release Decision
GO — Approved
Requirement traceability
0%
Test coverage
0%
API contract alignment
0%
Compliance evidence
0%
All 42 requirements traced to tests
3 acceptance criteria lack validation — exception logged
Evidence pack ready for SOC 2 control CC8.1
Jira Stories (42)
Test Cases (88)
OpenAPI Spec
API Gateway Contracts
Traceability mapping resolves gaps automatically.
Validate change scope footprint
Passed
Verify requirement coverage threshold (85%)
Passed
Scan API changes against contracts
Passed
SOC 2 change evidence logging
Logged
Governance checklist exceptions
1 Exception
Enterprise controls available from day one
Read-only integrations
·
Release readiness scoring
·
Audit-ready evidence packs
·
SSO and RBAC ready
·
The Challenge
The bottleneck is no longer writing code.
AI systems, autonomous agents, and human developers now generate software faster than organizations can understand it. Visibility has not kept pace.
Risk accumulates silently
Untraced requirements, missing test coverage, and drift between design and implementation compound into incidents. Most teams discover gaps after the fact.
Decisions lack evidence
Release approvals rely on tribal knowledge and manual checklists. Audit-ready proof takes weeks to assemble — when it exists at all.
The Platform
An intelligence layer for every change.
Eigenworks sits above your existing delivery stack. It connects to your tools, analyzes every change, and surfaces the intelligence leaders need to decide with confidence.
AI Change Intelligence
Every software change — from human or AI agents — is analyzed for business impact, deployment risk, and compliance exposure in real time.
Core IntelligenceBusiness Impact Analysis
Understand the operational, financial, and customer implications of a change before it reaches production. Not after.
Decision SupportRelease Readiness
A structured Go / No-Go signal for every release, backed by traceable evidence across requirements, tests, and policy controls.
Release IntelligenceChange Traceability
Link every change to its originating requirement, acceptance criteria, test case, and API contract across the full delivery chain.
TraceabilityRisk & Compliance
Continuously validate against internal policies and regulatory requirements. Generate audit-ready evidence packs on demand.
GovernanceExecutive Dashboards
Live engineering intelligence for CIOs, CTOs, and VP Engineering — without requiring them to read code or tickets.
How It Works
From connected systems to confident decisions.
Eigenworks integrates with your existing stack in hours, not months. No process changes required.
01
Connect your stack
Connect Eigenworks to Jira, GitHub, and your test infrastructure. Read-only integrations. No workflow changes.
Jira
GitHub
TestRail
+more
02
Analyze every change
The platform builds a complete artifact graph — tracing each change across requirements, code, tests, and contracts. Gaps surface automatically.
03
Decide with evidence
Leaders receive a clear release decision: Allowed, Blocked, or Exception. Every decision is backed by traceable evidence — ready for auditors.
Why This Matters Now
AI writes code faster than humans can govern it.
The organizations that lead the next decade will not be the ones who ship the most code. They will be the ones who understand every change they ship.
10×
Increase in AI-generated code volume since 2023
68%
Of enterprise incidents trace back to an unreviewed change
3 wks
Average time to assemble audit evidence manually
Business Outcomes
Measurable results for engineering leaders.
↑ 94%
Release confidence
Leaders approve releases with complete traceability — not intuition.
↓ 60%
Production incidents
Catch gaps in requirements, tests, and contracts before they reach users.
2 min
Audit evidence
Generate proof packs on demand. Eliminate weeks of manual audit prep.
100%
Change visibility
Every change — human or AI-generated — is analyzed, traced, and governed.
Our Point of View
"The leaders who will define the next generation of enterprise software are not those who adopt AI the fastest. They are those who govern it the best."
— Eigenworks, Founding Team
We built Eigenworks because the tools for governing AI-native software delivery do not yet exist at enterprise scale. We are building them.