What is Orin™?
Orin™ (Overnight Research & Intelligence Network) is NexArc’s AI matching and intelligence engine. It’s not a chatbot — it’s an autonomous system that works while you sleep to prepare actionable intelligence for your morning.
The Five Match Types
- Co-Founder Match — Scores compatibility between potential co-founders based on skills complementarity, vision alignment, stage fit, and work style. Scale: 0–100.
- Job Match — Scores candidates against job requirements. Considers skills, experience, culture fit, and profile quality.
- Investor-Startup Fit — Matches investors with startups based on stage, sector, ticket size, and thesis alignment.
- Mentor Match — Pairs mentors with mentees based on expertise areas, industry, and mentoring style.
- Feed Ranking — Personalises your community feed based on your profile, interests, and engagement history.
The Nightly Cycle
Every night between 12 AM and 6 AM IST, Orin™ runs a full scoring cycle:
- Profile ingestion — Processes all new and updated profiles
- Match computation — Runs pairwise scoring for relevant match types
- Failure pattern scanning — Checks startups against 52 known failure patterns
- Recommendation generation — Prepares personalised action items
- Score delivery — Updates dashboards and sends notification digests by 8 AM
The 52 Failure Patterns
Orin™ scans startup profiles against 52 patterns that correlate with early-stage failure, grouped into categories:
- Team risks — Solo founder, no technical co-founder, part-time commitment, duplicate skills
- Market risks — Tiny TAM, no clear customer, solution looking for a problem
- Product risks — Feature, not product. No retention signal. Premature scaling
- Financial risks — High burn with no revenue, over-raised for stage, no unit economics
- Execution risks — Too many pivots, no focus, shipping too slowly
How Scores Work
Every match score has a transparent breakdown. You can see exactly why you scored 82 with a particular co-founder or 67 with a job listing. Factors and weights are visible — no black box.
How Orin™ Gets Smarter
Orin™ improves through:
- Implicit feedback — Which matches lead to connections, conversations, and successful outcomes?
- Profile enrichment — More complete profiles = better matching signal
- Network effects — 700+ founders on the platform means richer matching data
- Manual tuning — Our team reviews match quality weekly and adjusts scoring weights
Privacy & Ethics
- Orin™ never uses protected attributes (gender, age, caste, religion) in scoring
- All scores are auditable and transparent
- You can delete your data at any time
- Orin™ never acts without your permission — it prepares actions, you execute them