Ranger AI
Category: AI Agents
Agentic revenue operations platform for industrial tendering, automating complex RFP and bidding workflows for heavy industry. Ranger AI was founded in 2024. The company is led by James Zhan. Based in San Francisco, CA, United States. Team size: 11-50. Total funding raised: $10.9M. Latest round: Seed. Key investors include Bonfire Ventures; 25madison; Inovia Capital; Panache Ventures; Northside Ventures; Defined.
- Founded
- 2024
- Headquarters
- San Francisco, CA, United States
- Team size
- 11-50
- Total funding
- $10.9M
Value proposition
Ranger replaces manual, fragmented industrial tendering workflows with an Agentic Operating System that deploys specialized AI agents across legal, engineering, and commercial workflows, accelerating RFP and project timelines by up to 50%.
Products and solutions
Agentic Revenue Operations Platform covering: Inquiry to Order (RFP management); Technical & Commercial Bid Evaluation; Order to Remittance; Knowledge Hub for institutional knowledge capture; Compliance-driven document intelligence; Industry-specific workflow automation for Oil & Gas, EPC, Water Treatment, Precision Manufacturing, Pharma
Unique value
Purpose-built for industrial complexity — unlike generic LLM copilots or legacy RFP platforms, Ranger reasons through highly technical engineering scope with domain-specific precision, links every output back to source documents, and trains to each organization's unique blueprint from day one.
Target customer
Industrial enterprises in energy, precision manufacturing, infrastructure, and pharma — including EPC contractors, equipment vendors, and project owners managing complex RFPs and tendering workflows.
Industries served
Energy (Oil & Gas); Precision Manufacturing; Infrastructure (EPC, Water Treatment); Pharma; Industrial Engineering
Technology advantage
Agentic AI system purpose-built for industrial tendering; domain-specific reasoning over technical engineering scope; SOC 2 Type I certified and ISO 27001 aligned; end-to-end encrypted; connects fragmented systems across the full revenue cycle (not point solutions); already deployed across 1,000+ projects worth $3B+
How they differentiate
Unlike Loopio and Responsive (general RFP management platforms) and AutogenAI (AI proposal writing), Ranger is built specifically for industrial/heavy industry tendering with agentic AI that reasons through complex engineering scope, not just text. It covers the full revenue cycle from inquiry to remittance, not just RFP response. It trains on each organization's unique technical blueprints and is SOC 2/ISO 27001 certified for regulated environments.
Main competitors
Loopio; Responsive (formerly RFPIO); AutogenAI
Key partnerships
Bonfire Ventures (lead seed investor); 25madison; Inovia Capital; Panache Ventures; Northside Ventures; Defined
Notable customers
Celeros Flow Technology; Farabi Petrochemical; MRP Solutions; Pace Solutions
Major milestones
2024: Company founded by James Zhan, Sari Saadi, and Dr. QC Wang; 2025-03: Raised $2.5M pre-seed round; 2025: Deployed across 1,000+ projects; 2026-04: SEC Form D filing for $6M; 2026-05-14: Emerged from stealth with $8.4M seed round led by Bonfire Ventures
Growth metrics
Deployed across 1,000+ projects worth a collective $3B; customers winning major projects within first 30 days; 40-60% reduction in hours on critical workflows; 3x output capacity increase for teams
Market positioning
Early-stage market entrant in the industrial AI tendering space, positioned as the first "Agentic Operating System" purpose-built for heavy industry, differentiating from both legacy RFP platforms and generic AI copilots through domain-specific reasoning and full-cycle workflow automation.
Geographic focus
North America (San Francisco HQ, Vancouver office) and Middle East (Abu Dhabi office), with customers including global industrial leaders
About James Zhan
Co-Founder & COO at CoPilot AI; VP of Product & Growth at CoPilot AI; Senior Manager at Procurify; Entrepreneur in Residence at 25madison; B.A.Sc. from University of British Columbia
Official website: https://www.rangerx.ai/