Listen to this articleDoss, the San Francisco-based AI native Adaptive Resource Platform (Operations Cloud) for mid market physical goods companies, raised $55 million in Series B funding, co-led by Madrona and Premji Invest, bringing its total funding to $73 million at a $250 million post money valuation.
What is Doss?
Doss, based in San Francisco and now employing approximately 123 people, builds an AI native Adaptive Resource Platform (ARP), also described as an Operations Cloud or Adaptive ERP. It targets mid market physical goods companies (primarily consumer brands in retail, wholesale, and manufacturing with $20–250 million in revenue) managing the flow of goods, dollars, and data across procurement, inventory, orders, fulfillment, finance, warehouse operations, demand planning, and more. The platform features a unified master data model, no code/low code customization, real time analytics via DataStudio, and Dossbot, an AI copilot that automates changes, generates reports, fixes errors, and handles bulk operations through chat prompts. It deploys modularly and integrates with or complements existing accounting/ERP systems (such as QuickBooks, Rillet, or Campfire) rather than requiring full “rip and replace”, enabling faster go-lives measured in weeks or months instead of years.
Doss raised $55 million in Series B funding round co-led by Madrona and Premji Invest, with new participation from Greyhound Capital, Commerce Ventures, and Intuit Ventures. Existing investors Theory Ventures, General Catalyst, Contrary Capital, Mintaka, Pathlight VC, and 47th Street Partners also participated. Karan Mehandru of Madrona joined the board. This brings Doss’s total funding to $73 million since its 2022 founding, following an $18 million Series A led by Theory Ventures in April 2025. The round valued the company at $250 million post money.
Doss’ product addresses core ERP failures: legacy systems demand multi year implementations, consultant fees often 3–9 times the software cost, rigid architectures that cannot adapt to new SKUs, channels, suppliers, or fulfillment partners, and fragmented data that leads to stockouts, manual errors, and lost revenue. Doss delivers a composable, agentic architecture (shifting toward “Gen4 Agentic” systems where humans and AI agents collaborate on self configuring, self correcting, and evolving workflows) while maintaining clean financials and traceability without contorting operations teams. Customers like Verve Coffee Roasters reduced manually batched orders from 30% to 1%, saved over 20 hours per week for warehouse staff, and unified procurement to finance visibility in under two months. Mezcla achieved 2x YoY growth, doubled PO processing speed, and cut 12+ hours of weekly manual work while eliminating revenue losing data errors.
The $150 billion ERP market remains dominated by incumbents with single digit share despite decades of failed modernization attempts; over 70% of initiatives are projected to fall short by 2027. Physical product businesses face accelerating complexity from supply chain volatility, PE roll-ups, and frequent business model shifts every 18–24 months. Doss’s graph based, self describing data model allows schema changes without downstream breakage, contrasting with bolt-on AI features from SAP, Oracle, or NetSuite that preserve the underlying rigidity. Its minimally invasive approach partners with AI native accounting tools, creating a “single pane of glass” for operations while avoiding the high risk, high cost migrations that have plagued enterprises.
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Investors cite Doss’s rearchitecture of the ERP core as the decisive factor. Madrona highlights the platform’s unified master data for composability, agentic readiness, and rapid deployment that turns systems of record into systems of action. Premji Invest emphasizes convergence with portfolio companies’ ERP pain points and prior unbundling successes, noting Doss’s technical foundation sidesteps consultant moats and implementation failures. Intuit Ventures’ involvement aligns with QuickBooks synergies for mid market customers. The syndicate, spanning enterprise SaaS specialists (Madrona, Theory), global growth investors (Premji), and sector focused funds (Commerce, Greyhound), reflects conviction in Doss’s ability to capture share in a market ripe for vertical re-bundling and AI driven transformation.
Proceeds will accelerate core platform development, the unified data model for even faster adaptability, agentic automation to remove configuration bottlenecks, hiring, and ecosystem partnerships. Doss is expanding beyond initial inventory and procurement modules toward full end to end operations, positioning itself as the adaptable Operations Cloud for real world enterprises rather than another static ERP. With strong early traction, a product that demonstrably saves dozens of hours weekly while scaling growth without added headcount, and a clear path to agentic operations, the round validates Doss’s pivot from an initial accounting focus to a complementary inventory/operations layer and signals its emergence as a leader in the next generation of enterprise software. The company is poised to define a new category of self implementing, AI native systems that evolve as fast as the businesses they serve.
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