Find the signal
Map the workflow, failure modes, and evidence the team actually needs.
SOFTWARE RELIABILITY, ENGINEERED
Build confidence into complex software.
AutoRigor AI turns fragile tests, repetitive workflows, AI experiments, and connected systems into dependable engineering assets.
One engineering partnerfrom first diagnosis to working system
Designed for the messy middle
SYSTEM MAP
AR–01CONFIDENCErelease ready
API
AI
QA
CAN
Useful. Testable. Yours.
AUTOMATIONAPPLIED AIQUALITY ENGINEERINGCONNECTED SYSTEMSDEVELOPER TOOLS
CAPABILITIES
The hard parts, made workable.
Cross-functional engineering for problems that fall between product, quality, platform, and hardware teams.
01
Quality engineering
Automation that gives fast, trustworthy feedback—not another suite the team is afraid to touch.
- Test architecture
- UI, API & integration
- CI quality gates
02
Applied AI
Practical AI integrations with evaluation, observability, and human review designed in from day one.
- Workflow agents
- LLM evaluation
- AI-assisted testing
03
Engineering tools
Focused Python and web tools that remove repetitive work and make the right path the easy path.
- Internal platforms
- Python automation
- Developer experience
04
Connected systems
Software and test tooling for CAN networks, hardware interfaces, and systems that cross boundaries.
- CAN bus utilities
- Protocol simulation
- HIL test support
THE REAL DELIVERABLE
Not more code. A system your team can trust.
Every engagement is designed around evidence: shorter feedback loops, fewer manual handoffs, clearer failure signals, and software your team knows how to own.
Map your opportunityDECISION SIGNALClear
READYFeedbackFast
CoverageIntentional
OwnershipTransferred
Commit
Build
Verify
Release
$ autorigor verify --releasepassed in 01:42
HOW WE WORK
Clarity before complexity.
A lightweight, visible process that keeps attention on the business problem and leaves your team stronger.
Shape the system
Define a thin, useful first release with measurable success criteria.
Build in the open
Ship working increments, share decisions, and leave no mystery code behind.
Prove and transfer
Validate the outcome, document the system, and make your team self-sufficient.
WAYS TO WORK TOGETHER
Start at the right size.
Choose a focused decision, a concrete build, or an ongoing engineering partnership.
Reliability blueprint
A focused assessment for teams that know something is brittle but need a clear path forward.
- Architecture and workflow review
- Risk-ranked opportunity map
- Practical 90-day roadmap
Build sprint
A working first release for a well-defined automation, AI, or tooling challenge.
- Production-ready implementation
- Automated verification
- Documentation and handoff
Embedded engineering
Senior, hands-on engineering capacity for teams building a larger quality or automation capability.
- Roadmap and architecture
- Implementation with your team
- Coaching and enablement
ENGINEERING RANGE
Deep enough to build. Broad enough to connect.
PYTHONCOREC# / .NETREACTPLAYWRIGHTCOREPYTESTSQLITECANCORECI/CD
START WITH THE PROBLEM
What would you fix if the work stopped fighting back?
Share the rough version. We'll respond with a clear read on the opportunity, useful questions, and an honest next step.
Technical conversationNo obligationConfidential by default