Intelligence.Unbroken.
AuraOne turns every regression into an upgrade. The result: AI that never repeats a failure, backed by patent-pending technology.Zero blind spots. Infinite scale. One platform.
The $45B inevitability
Every AI deployment requires evaluation, governance, and human judgment. AuraOne unifies all three.
The Problem
Every company deploying AI faces the same crisis: models fail in production, regressions go undetected, and there’s no systematic way to prevent the same failures from happening again. Current solutions are fragmented, manual, and can’t scale with modern AI development speed.
Our Solution
AuraOne’s patent-pending platform guarantees AI never fails the same way twice. Our Regression Bank remembers every failure, streams Stats API telemetry into Grafana and the marketing site, our evaluation engine prevents them from recurring, and our human-in-the-loop system ensures continuous improvement. One platform, zero regressions, sub-four-hour MTTR, infinite scale.
Why we never lose
Patent-pending architecture, obsessive execution, and twenty years refining the loop between humans and AI.
AuraOne patent spine
Proprietary reasoning engine with adaptive learning—two decades of ML innovation
Regression immunity
Escapes convert into Regression Bank firmware with live Stats API and Grafana alerts before they repeat.
Five-minute rollout
Install once, orchestrate humans, models, and guardrails without re-architecting.
Hybrid routing
TrustScore™ synchronizes human specialists and automation at launch speed.
Traction without caveats
Production metrics, customer wins, and platform velocity that stand up to due diligence.
Proprietary Reasoning Engine
Real-time model evaluation at scale
Enterprise-grade reliability
Fastest integration in the industry
vs building in-house evaluation
Five nines availability SLA
Product Evolution
From patent to platform—every milestone proving AuraOne is the operating system for intelligent systems.
Genesis
CompletePatent application filed. Breakthrough reasoning engine conceived. Foundation of AuraOne platform.
- •Domain-specific evaluation framework
- •Live reasoning engine
- •Real-time reasoning engine
Alpha Launch
CompleteFirst working prototype. 10 design partners. Achieved 100x faster evaluation than manual testing.
- •0.3s average evaluation time
- •Python & TypeScript SDKs
- •5 initial test domains
Platform v1.0
CompleteGeneral availability. Regression Bank launched with live Stats API telemetry. First enterprise customers onboarded.
- •156 evaluation templates
- •99.98% accuracy achieved
- •Grafana dashboard + ISR marketing refresh online
Scale Milestone
In Progress1,818 evaluations/minute achieved. Workforce platform launched. Global cloud alliances signed.
- •10 Domain Labs active
- •50,000+ evaluations daily
- •312 guardrails promoted with Grafana alerting
Enterprise Ready
Fortune 500 adoption. EU AI Act compliance. Industry-first governance automation.
- •On-premise deployment
- •HIPAA & GDPR compliant
- •White-label offering
Global Scale
1M evaluations/day target. Multi-region deployment. Industry standard for AI testing.
- •Edge deployment
- •Offline evaluation
- •Custom domain creation
Built to Reason
Two decades of machine-learning patents. One vision: make intelligent systems inevitable.
Gurbaksh Chahal
Founder & CEO
Serial entrepreneur. Patent holder. AI pioneer.
“Every AI failure is a learning opportunity. AuraOne ensures we never waste a single one.”
Engineering DNA from the World's Best Labs
Foundational Labs
- Meta AI (FAIR)
- OpenAI
- Anthropic
- DeepMind
Academic Excellence
- PhDs in Machine Learning
- Distributed Systems Architects
- Global Research Contributors
- published Authors (NeurIPS, ICLR)
"We've assembled a team of quiet executors who have built the systems others only theorize about."
Explore AuraOne
Choose where to go next—mission, roles, partnerships, press, or direct contact.
The four pulses of AuraOne
A living storyboard that shows how evaluation, memory, people, and impact interlock to deliver certainty.
Storyboard
When we say "make intelligence inevitable," this is how it happens.
Every chapter represents a system shipping in production today. Scroll to reveal the choreography between them.
Every model, every workflow, every release passes through AuraOne's evaluation lattice before it touches production.
Regression Bank stores every incident permanently, streams telemetry, and Grafana replays. New launches replay past mistakes before they can resurface.
Hybrid routing pairs experts with the evaluation engine so nuanced calls stay human-led while scale stays automated.
Continuous telemetry closes the loop. Every deployment gets smarter, faster, safer — and we can show the evidence.
Evaluation before execution
Every model, every workflow, every release passes through AuraOne's evaluation lattice before it touches production.
Memory of every failure
Regression Bank stores every incident permanently, streams telemetry, and Grafana replays. New launches replay past mistakes before they can resurface.
Human judgment in the loop
Hybrid routing pairs experts with the evaluation engine so nuanced calls stay human-led while scale stays automated.
Intelligence that proves itself
Continuous telemetry closes the loop. Every deployment gets smarter, faster, safer — and we can show the evidence.
Trusted by teams rehearsing AuraOne
Boards, operators, and analysts across industries back the AuraOne cadence.
Top-tier tech journal
Named AuraOne the emerging industry standard
Global operations review
Quietest launch nights in the market
AI infrastructure digest
Regression immunity benchmark
Enterprise innovation brief
AuraOne loop showcased
Build intelligence that proves itself
We ship daily, own end-to-end, and instrument every idea with evaluation from day one.
Filters
Find the role that matches your craft.
Senior Backend Engineer
Own evaluation infrastructure that processes millions of assessments per day.
ML Infrastructure Engineer
Design inference pipelines and connect Regression Bank telemetry to live systems.
Product Designer
Shape intelligence workflows that blend human judgment with automation.
Head of Growth
Scale enterprise adoption and articulate our evaluation-first story globally.
Solutions Architect
Guide regulated customers through implementation, benchmarks, and governance.
Research Scientist
Advance our evaluation-first architecture and hybrid reasoning systems.
Where curiosity turns into certainty
We build with craft, debate with kindness, and close every loop with proof.
We ship certainty
Every project runs with evaluation checkpoints and regression gates. We measure before we move.
Debate beats hierarchy
We hire people who disagree thoughtfully. The best idea wins, no matter the level.
Global by design
Distributed by default. Teams collaborate across time zones with synchronous rituals only when required.
Care about humans
Health, family, and impact matter more than vanity metrics. We protect time for the people behind the work.
Support crafted for builders
Generous benefits tuned for deep work, long-term craft, and sustainable ambition.
Wellbeing
What this gives you
Health, family, and the humans behind the work are non-negotiable.
- 100% medical, dental, vision
- Mental health support stipend
- Quarterly recharge weeks
Latest press releases & coverage
Always-on updates from the team building evaluation-first intelligence.
AuraOne ships agentic evaluation suite for multi-step AI workflows
New evaluation framework scores autonomous agent chains end-to-end — covering tool use, planning, and recovery — with deterministic replay and human-in-the-loop override at every decision point.
AuraOne introduces continuous learning with human feedback (CLHF)
Domain-specific evaluation metrics now auto-tune from as few as five expert annotations, improving accuracy by 30% and compressing metric development from weeks to minutes.
AuraOne specialist guild surpasses 47K certified annotators
Hybrid intelligence network spans regulated industries including healthcare, autonomous vehicles, legal AI, and aerospace — with four-hour response SLAs worldwide.
AuraOne launches EU AI Act Article 14 compliance toolkit
Ahead of the August 2026 enforcement deadline, new traceability, bias-auditing, and documented label-provenance features give enterprises turnkey HITL compliance for high-risk AI systems.
Need assets, quotes, or a briefing?
Download the press kit or reach out for a dedicated analyst session.