Solutions

Enterprise AI solutions for the physical and regulated economy.

Lily works across the systems, agents, and people behind sales, service, operations, and regulated commercial work. Explore how she is deployed across industrial distribution and MRO, manufacturing and OEM, automotive, field service, supply chain and logistics, healthcare and pharma, and private equity portfolios.

Industrial Distribution and MRO

RFQs, quoting, order entry, product search, and sales follow-up, run across email, PDF, fax, CRM, and ERP.

AI for industrial distribution and MRO →

Manufacturing and OEM

A live view of dealer demand, inventory, and competitive exposure, with rules-compliant quoting across the network.

AI for manufacturing and OEM dealer networks →

Automotive

Ranked dealer visits and account calls, counter and OEM quoting, warranty and co-op claims, and quality and delivery risk caught early.

AI for automotive dealer networks, parts and suppliers →

Field Service

Compliant schedules, rebalanced callouts, the right procedure for every technician, and service signals turned into revenue.

AI for field service →

Supply Chain and Logistics

Quote-to-cash on the freight desk: rate requests priced and guardrailed, loads tendered and booked, exceptions and documents cleared, invoices audited.

AI for supply chain and logistics →

Healthcare and Pharma

Commercial, access, pricing, and patient-support work unified in one secure, auditable surface, with your systems as the source of record.

AI for healthcare and pharma operations →

Private Equity

Agentic workflows deployed across a portfolio, from diligence signal to the operating work that moves revenue and margin at each company.

AI for private equity portfolios →