Ventura

Ventura

AI Employees for Industrial Distributors

Winter 2026ActiveIndustrialsB2BWorkflow AutomationOperationsSan Francisco, CA, USA
Ventura is the AI teammate for industrial distributors. Our agents handle quoting, order entry, and back-office work so sales teams can focus on winning deals.

Verdict

High Signal
Market Opportunity
Industrial distribution is a massive, fragmented, largely un-automated market — US industrial distribution alone is $800B+. ICP is clear: wholesale/industrial distributors running ERPs like Epicor, Infor, SAP with sales reps spending 2-3 hours/day on manual data entry. B2B enterprise SaaS with clear ROI story (3x productivity, +3-5% win rate). Swen's embedded work with a $2B distributor gives real domain validation.
High Signal
Founder Signal
Jack Collins: ~8 years NLP/LLM experience starting at Roam Analytics (2018), then Parexel deploying LLM solutions across 20k-person org, then Founding Engineer at Develop Health where the team hit $7M ARR in 14 months with 5 people. Created magentic open-source LLM framework with 2k+ GitHub stars. Imperial College MS ML with Distinction. Swen Koller: BCG consultant to steel/cement manufacturers, co-founded and exited bravo (process automation for European distributors acquired by Sensational AG), Harvard MS Engineering + MBA, Forbes 30 Under 30. Complementary pairing: deep technical AI expertise + domain-specific distribution industry experience with a prior exit.
Medium Signal
Competition
No competitor data returned in research. The space includes general AI order management players and ERP-native automation, plus potential competition from Salesforce/HubSpot adding AI features. However, the combination of ERP-agnostic integration, no-template approach, and specific focus on industrial distribution (vs. generic B2B sales automation) is a meaningful differentiator. Swen's prior exit in the same vertical (bravo) suggests real competitive awareness.
Medium Signal
Product
Live product UI visible in screenshot showing real order/quote workflow with named customers (Pacific Coast Contractors, Summit Hardware & Tools, etc.) and ERP integration. SOC 2 Type II compliance claimed, integrations with Epicor/Infor/SAP listed. No named customer logos, published pricing, or specific revenue metrics — but the product is clearly past vaporware stage with apparent real usage data in the demo.
OverallA Tier

Ventura is a well-positioned team with rare founder-market fit: one founder with a proven prior exit in exactly this vertical, the other with deep LLM engineering credentials and a reference company that scaled to $7M ARR in 14 months. The product is clearly live and functional — not vaporware. The industrial distribution market is large, underserved by modern software, and has a concrete pain point (manual order/quote entry) with measurable ROI. Main risks are competitive commoditization as larger CRM/ERP vendors add AI features, and the difficulty of selling to fragmented, conservative industrial buyers. No press or named customer logos hurts confidence in current traction, but the fundamentals here are strong.

Active Founders

Jack Collins
Jack Collins
Founder

I’ve been building with Language Models since before they were Large. Founding Engineer at Develop Health, where I owned a product responsible for half the company’s revenue. We went 0 to $7M ARR in 14 months with a team of 5. Previously deployed NLP/LLM solutions across a 20,000-person clinical research organization. Created magentic, an open-source Python framework for LLMs (2k+ GitHub stars). Irish Mathematical Olympiad finalist. MS in Computing (Machine Learning), Imperial College London.

Swen Koller
Swen Koller
Founder

I've spent my career in industrial distribution. BCG consultant to steel and cement manufacturers. Then co-founded and exited bravo, a process automation platform for European wholesale distributors. While at Harvard, I embedded with a $2bn distributor to build their AI sales automation from scratch. That became Ventura. MS Engineering + MBA, Harvard. Forbes 30 Under 30. Building AI teammates for the industrial supply chain.

Ventura
Ventura
TierA Tier
BatchWinter 2026
Team Size2
StatusActive
LocationSan Francisco, CA, USA