Build AI That Actually Ships.

Join the team turning 2.5 billion automotive repair events into production-grade AI — used by 200K+ professionals worldwide.

The Domain

A Genuinely Hard Problem in a $1 Trillion Industry.

Why Automotive AI is Uniquely Hard

  1. Free-text notes written by technicians, not engineers
  2. 13+ languages, dialects, abbreviations & slang
  3. Millions of part numbers, OEM codes & variants
  4. Real-time safety decisions — zero hallucination tolerance
  5. Proprietary ontology: 13 years of real repair data

Why It's an Exciting Place to Build

  1. Automotive aftermarket: 280M+ vehicles on US roads
  2. Your models influence real repair decisions daily
  3. No toy datasets — 2.5B real-world repair events
  4. Agentic AI workflows in production, not just demos
  5. Customers: Snap-on, MOTOR, Mercedes-Benz, Mitchell1

The Technology

A Stack That Would Make Any AI Engineer Excited.

LLMs & Fine-Tuning

  • PrediiLLM: 3B-param domain model. 95.6% accuracy at 0.8s. Fine-tuned on automotive ontology with proprietary eval data.

Production RAG

  • Pipelines over massive repair order corpora. QDrant vector DB. Real retrieval at scale — not classroom theory.

Agentic Workflows

  • Orchestrated multi-agent systems for diagnostic, estimation & parts workflows. VLLM inference.

Infrastructure

  • Azure Kubernetes/Docker at scale. MongoDB + vector DBs. SOC2 compliant. Isolated cloud & on-prem deployments.

Machine Translation

  • Intent discovery, classification, embedding models. Machine translation across 13+ languages including regional variants.

Claude Code & Frontier Models

  • Anthropic Claude Sonnet 4.6 in production. GPT integration. We use the best tool for the job — not the cheapest.

Research & Intellectual Property

Your Work Goes Beyond Shipping Code.

  • 3+ Active Granted Research Patents
  • US patents covering normalization & intent discovery engines
  • Continuous IP development as you publish real papers
  • Your name on a patent. Your research published. Your work cited.

The Environment

Two World-Class Offices. One Global Team.

Palo Alto, CA

  • Heart of global AI innovation
  • Direct access to US automotive technology ecosystem
  • Network with leading AI & automotive professionals

Pune, India

  • 18 FTE engineering team — growing fast
  • Modern collaboration space with strong culture
  • 2-week agile sprints with real ownership

Growth & Development

We Invest in You — Not Just Your Output.

  • Automotive Training: Deep domain immersion: OEM content, diagnostic workflows, parts ecosystems.
  • Direct access to founders, automotive AI veterans, and a board network spanning M&A, technology, and enterprise software.
  • Active university & industry research partnerships. Present at conferences. Publish papers.
  • Contributions that create novel IP go through the patent process. Named inventors on granted US patents — a credential that follows you for life.

Life at Predii

Great Perks. Genuine Culture.

  • Competitive Compensation: Strong salary + benefits package with outstanding company culture built on respect and results.
  • MacBook Pro on Day One.
  • International Travel: Regular travel between Pune and Palo Alto.
  • Global Network Access: Exposure to automotive and AI industry leaders.
  • Agile Ownership: 2-week sprints with real accountability. Your code ships. Your models run. Your decisions matter.
  • Culture That Shows Up: Team events, celebrations, and a team that genuinely enjoys working together.

Ready to Build?

Let's Talk.

We're looking for engineers and researchers who want to work on real AI, in a domain that matters, with a team that ships.

Contact Recruiting

Swati Babusheth swati@predii.com | +91 98812 54065

predii.com | linkedin.com/company/predii