Doss
mid-rangeby Doss
AI-native operations ERP covering inventory, orders, procurement and warehouse for physical-goods businesses
Starting price
Contact for pricing
custom
Company size
1–1,000 employees
ideal fit
Go-live
4–12 weeks
typical timeline
Total project cost
Not publicly disclosed
software + implementation
Best for: Multi-channel brands and distributors that need real operations depth alongside an existing accounting system
Raised a $55M Series B co-led by Madrona and Premji Invest in March 2026
What Is Doss?
Doss is an AI-native operations platform for physical-goods businesses — it runs inventory, warehouse, procurement, order management and production planning, and deliberately leaves the general ledger to an existing accounting system. Founded in 2022 and based in San Francisco, Doss raised an $18M Series A led by Theory Ventures in April 2025, followed by a $55M Series B co-led by Madrona and Premji Invest in March 2026. That positioning — operations depth instead of a ledger rebuild — makes it the outlier among AI-native ERP entrants, most of which are financials-first products chasing NetSuite and Sage Intacct on the accounting side. Doss explicitly connects to QuickBooks, NetSuite, Xero, and Sage rather than replacing any of them, and it is commonly paired with an AI-native ledger such as Rillet or Campfire as the accounting layer. Across our capability catalogue, Doss reaches eight distinct operational modules — more than any other vendor in the AI-native cohort — spanning inventory and warehousing, sales/order management, procurement, supply chain planning, manufacturing, finance-adjacent sync, projects, and reporting. That breadth is real but uneven: some areas (inventory, warehouse, procurement) are deep and specific, while others (production planning, reporting) are lighter and closer to what you'd expect from an operations layer rather than a manufacturing or BI specialist.
Pros & Cons
The only operations-first vendor in this category — genuine inventory, warehouse and procurement depth
Lot tracking, serialisation and cycle counting rather than headline inventory only
Multi-channel order aggregation across major marketplaces, with 3PL routing and returns
Connects to QuickBooks, NetSuite, Xero and Sage so the existing ledger stays authoritative
Not a general ledger — relies on an accounting system for financials
Product documentation sits behind a customer access gate, so capabilities are hard to verify before buying
Manufacturing is lighter than a dedicated MRP or MES system
No public pricing
Is Doss the right fit?
Doss is not a general ledger. Settle this before a demo — it decides whether Doss is even the right category of tool for you.
Runs a physical-goods business and needs real inventory, warehouse and procurement depth
DossNeeds the ledger, AP/AR and financial close covered in the same system
Look at NetSuite or an AI-native ledger paired with DossIs primarily a services or subscription business with no inventory to manage
Not a fitWants one vendor for both operations and accounting today
NetSuite or Sage Intacct
ERP Cost Estimator
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5 – 5,000 active ERP users
Who Doss Fits — and Who It Doesn't
Good fit:
- Multi-channel consumer brands and distributors selling across several marketplaces and channels that need one place to see stock, orders, and fulfillment
- Companies already committed to (or happy with) their accounting system and looking to fix operations specifically, not replatform finance
- Businesses that need lot tracking, serialization, and cycle counting rather than headline-only inventory tracking
- Teams evaluating an AI-native ledger (Rillet, Campfire) that need an operations counterpart, since those vendors explicitly partner with Doss
Poor fit:
- Any business that wants a single system covering both operations and the general ledger — Doss is not that system, by design
- Complex discrete or engineer-to-order manufacturers needing full MRP/MES-grade shop floor control — Doss's production planning is real but lighter than a dedicated manufacturing system
- Companies uncomfortable running two vendors (an operations platform plus a separate ledger) and managing the integration between them
- Buyers who need public, comparable pricing to shortlist quickly — Doss, like the rest of the AI-native cohort, quotes custom
Capability Coverage by Module
Doss's catalogue depth, from strongest to lightest:
Inventory & Warehousing
Real-time, multi-location stock tracking that stays in sync across every connected sales channel, plus lot and serial-number traceability for recall and quality purposes, cycle counting with automatic reconciliation, and FIFO/LIFO/weighted-average costing. Warehouse execution covers receiving, put-away, pick/pack/ship with wave planning, and barcode/RFID scanning. This is the deepest area in the product and the clearest reason to shortlist it.
Read more →Sales & Order Management
Aggregates orders from every connected sales channel into one queue, allocates inventory in real time, and routes fulfillment to the location or 3PL that best matches cost and service-level rules. Handles bundle/kit splitting, partial shipments, configure-to-order pricing, B2B price books, and returns/RMA processing.
Read more →Procurement
Covers the purchasing cycle from requisition through supplier payment: RFQ/RFP workflows across multiple suppliers, purchase order issuance from templates, receiving against advance ship notices, three-way match (PO, invoice, receipt) before payment release, and supplier management with compliance tracking.
Read more →Supply Chain & Demand Planning
SKU-level demand forecasting from historical sales patterns feeds automated reordering and replenishment against safety-stock thresholds and lead times. Supports manual CSV adjustments and formula-based overrides alongside the automated forecast.
Read more →Manufacturing (Production Planning)
Maintains a real-time master production schedule, runs MRP against multi-level bills of materials, and reports schedule adherence and material-shortage KPIs by facility. Lighter than a dedicated MRP/MES system — treat it as production visibility layered on operations, not a manufacturing-specialist replacement.
Read more →Finance Sync (Not a Ledger)
Syncs operational transactions — invoices, receipts, reconciliations — into an existing general ledger via native connections to QuickBooks, NetSuite, Xero, and Sage. Doss automates the sync and reconciliation; the connected system stays the system of record for the chart of accounts and financial statements.
Projects & Reporting
Basic project tracking (tasks, milestones, budgets) linked to operational and financial data, plus an embedded BI layer (DataStudio) for charts, pivot tables, and exports, and a conversational AI assistant (Dossbot) that answers questions and can trigger cross-record changes from natural-language prompts.
●●● Strong · ●●○ Moderate · ●○○ Basic
Some Doss capabilities in our catalogue — including freight cost analytics, the integration connector library, order and production dashboards, and portfolio/spend analytics — are supported by vendor marketing material rather than independently documented detail. Treat those specific claims as directionally credible but unverified until you see them live in a demo against your own data.
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How Doss Compares
Doss vs the operational side of NetSuite. NetSuite is a single system covering both operations and financials, with two decades of implementation partners, integrations, and audit familiarity behind it. Doss's bet is that a purpose-built, AI-native operations layer can out-execute NetSuite's inventory and warehouse modules specifically, while leaving the ledger to a system you already trust. If you want one vendor and one contract, NetSuite (or Sage Intacct plus a WMS) is the safer default. If your operations team has outgrown NetSuite's inventory depth but you don't want to replatform finance, Doss's narrower scope is the point, not a gap.
Doss paired with an AI-native ledger. The emerging pattern among consumer and physical-goods brands drawn to the AI-native category is Doss for operations plus Rillet or Campfire for the ledger — two vendors instead of one suite. That combination can out-automate a legacy stack on both sides, but it makes the buyer the integrator of record: you own the data contract between two young companies rather than relying on one vendor's native integration. Ask both vendors directly how the Doss-to-ledger sync handles disputed invoices, partial shipments, and multi-currency orders before committing.
Doss vs a dedicated WMS or MRP add-on. Companies bolting a standalone warehouse management system or MRP tool onto NetSuite or Sage should weigh Doss as a possible consolidation: one operations platform instead of point tools plus integration overhead. The trade-off is maturity — a dedicated WMS vendor has a longer track record at scale than a five-year-old company on its second funding round.
See how Doss compares
Compare features, pricing, and modules with other leading ERP systems side by side.
Pricing Reality
Doss does not publish pricing. Like the rest of the AI-native ERP cohort, it quotes custom based on company size, channel count, and module scope. Typical implementation timelines run 4–12 weeks, faster than a traditional ERP rollout because Doss is adding an operations layer rather than replatforming the ledger — but budget time for integration work between Doss and whichever accounting system stays authoritative. Total contract value is not publicly disclosed; get a quote and a reference customer at your scale and channel mix before treating any figure you hear secondhand as representative.
Limitations
- Not a general ledger, by design. If you want one system for both operations and financials, Doss is the wrong shape of product regardless of how strong its inventory module is.
- Documentation sits behind a customer access gate. Public detail on exact capability depth is limited, so several specific claims — freight analytics, dashboard depth, the full connector list — are hard to verify independently before you're in a sales process.
- Manufacturing is lighter than a specialist system. Production planning and MRP are present but not built to the depth of a dedicated MES or advanced planning tool. Complex discrete or engineer-to-order manufacturers should look elsewhere or plan to keep a specialist tool alongside Doss.
- Vendor risk is real. Doss is a venture-funded company on its second priced round. Ask about data export terms and what happens to your operational data if the company's trajectory changes.
- No public pricing makes it hard to shortlist quickly against NetSuite, Cin7, or other operations-focused alternatives without going through a sales conversation first.
Frequently Asked Questions
Does Doss replace my accounting system?
No. Doss does not replace the general ledger — it syncs operational transactions such as invoices, receipts and reconciliations into your existing system of record, and connects natively to QuickBooks, NetSuite, Xero and Sage. If you want operations and financials in one system, Doss is not built for that.
How much does Doss cost?
Doss does not publish pricing. Quotes are custom, based on company size, number of sales channels and module scope, in line with the rest of the AI-native category. Get a quote and ask for a reference customer at a similar scale and channel mix before comparing it against any figure you have heard informally.
Is Doss suitable for manufacturers?
For light-to-moderate discrete manufacturing with production scheduling and MRP against bills of materials, yes. For complex, engineer-to-order or high-volume manufacturing needing MES-grade shop-floor control, Doss's production planning is real but lighter than a dedicated manufacturing system — evaluate it alongside a specialist, not instead of one.
How does Doss compare to NetSuite for inventory and warehouse management?
Doss reaches deeper into inventory and warehouse specifics — lot and serial traceability, automated cycle counting, wave-planned pick/pack/ship, multi-carrier routing — than NetSuite's native inventory module does in several of those areas. NetSuite's advantage is one system covering both operations and the ledger, plus a far longer implementation and partner track record.
Can I pair Doss with an AI-native ledger like Rillet or Campfire?
Yes, and it is the pattern Doss is built around — both are named integration partners. It is a different proposition from buying one suite: you become the integrator of record between two vendors, so probe both on how disputed invoices, partial shipments and multi-currency orders sync before committing.
What size company is Doss built for?
Doss targets companies from roughly 1 to 1,000 employees — multi-channel consumer brands, distributors and physical-goods businesses with real operational complexity but not yet at enterprise scale. Very small businesses with simple inventory needs, and large enterprises with dedicated WMS or MES investments, are both less likely to be a good fit.
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