Faction

Faction develops an AI platform aimed at the "industrial economy" — distributors and manufacturers — that automates work across the quote-to-cash lifecycle. The product is sold as a set of modules that customers can adopt individually and expand over time, spanning sales, purchasing and finance: quoting (turning inbound emails and PDFs into quotes), order entry into the ERP from any document format, pricing optimization, a chatbot for product search, pricing and order status, product data enrichment (cleaning and standardizing descriptions and filling data gaps), procurement (PO generation, order-confirmation reconciliation and status tracking), AP and AR (automated collections and invoice matching), and voice agents that handle inbound and outbound calls using live ERP data [0][1][2].

The platform connects to a customer's existing ERP, CRM, inbox, phone system, PIM and supplier portals, reading and writing data in real time to pull live inventory, customer-specific pricing and approval workflows and to push validated transactions back into the ERP, positioned as an overlay rather than a system replacement [0][1]. Faction states pre-built integrations with major ERPs used by distributors and manufacturers, including Epicor, Infor, SAP, Oracle and custom systems [2]. Its suite also includes an AI-powered search engine covering more than 100 million industrial components [2].

Trade press describes Faction as a startup partnering with industrial distributors to automate core workflows using AI agents, serving mid-market and enterprise distributors across the United States in verticals such as PVF, HVAC, packaging and safety [6]. The company's own materials cite additional verticals including building materials, electrical and plumbing distribution [0][1][2].

Business model

Faction sells a modular software platform to distributor and manufacturer customers, who can begin with a single module (sales, purchasing or finance) and add others later. Deployment is delivered as a managed implementation: kickoff and workflow mapping, ERP/data-source connection and permissions, import of historical quotes, POs and invoices, module configuration and model training on customer data, followed by go-live across teams with performance tuning and ongoing post-implementation support, with a stated timeline of under four weeks [0][1]. The sources do not disclose pricing or contract structure.

Traction

Marketing materials cite 12% average gross margin expansion in the first three months and product matching accuracy of 95%+ in a deployment with a $1bn PVF manufacturer and distributor that had relied on 300+ reps for manual quoting and order entry; after deploying quoting and order entry in under four weeks, the customer reported eliminated backlogs, higher win rates and a halt to hiring for the year [0][1]. Conference materials report customers seeing a 75%+ reduction in manual data entry and a 10% lift in revenue per rep [2]. Trade press reports surging demand from U.S. industrial distributors during 2025 [6]. Several headline statistics on the website render as placeholder zeros and are therefore not usable.

Latest developments

In November 2025 Faction announced a $4 million seed round led by Hidden Capital, with participation from 640 Oxford (a fund focused on reindustrialization) and Liquid2. The company said proceeds would accelerate development of its product suite, including AI voice technology for inbound and outbound calls, and support demand from U.S. industrial distributors [6].