Ecommerce / Composable commerce software · Deep dive

Fabric (fabric.inc)

Composable commerce platform that spent $293M to flank Shopify Plus and Salesforce Commerce Cloud in mid-market retail — $140M Series C at a $1.5B valuation in 2022, a 2023 CEO reset after a $35M CFO crypto scandal, and now caught between a pivoting Shopify and a scaled commercetools.

emerging

The question that decides it: Does fabric's composable OMS/PIM stack land enough displacement wins from Shopify Plus and Salesforce Commerce Cloud in mid-market retail — on the back of its $293M war chest — before commercetools consolidates the composable segment above it and Shopify Commerce Components cannibalizes the 'the monolith can't do this' differentiator from below?

My take ★★ Very interesting ★ Interesting − Maybe ✗ Not interesting

Snapshot

Fabric is a Bellevue composable commerce platform selling modular OMS, PIM, cart, checkout and product catalog software to mid-market and enterprise retailers who want to flank Shopify Plus and SFCC without lock-in. Founded in 2017 by a Seattle commerce-tech team and run by founding CEO Faisal Masud from 2020 to May 2023, it raised ~$293.5M through a Feb 2022 $140M Series C led by SoftBank Vision Fund 2 at a $1.5B post-money. Mike Micucci, previously CEO of Salesforce Commerce Cloud for eleven years, took over in August 2023 after Masud’s exit and a $35M CFO-fraud scandal. The company claims ~560 heads, ~44% YoY revenue growth to a Latka-estimated ~$134M ARR in 2024, and marquee customers including Chico’s FAS, Debenhams, GNC, BuildDirect, Juicy Couture, Pier 1, Crate & Barrel and The Honest Company — but has not raised a priced round in nearly five years.

Founding story

Fabric was incorporated in 2017 and spent three years in near-stealth with Ryan Bartley as the architect. Bartley came out of Staples’ ecommerce group — one of the largest non-Amazon B2B ecommerce books in the US — convinced monolithic platforms (SAP Hybris, Oracle ATG, Demandware, Magento) could not serve a multi-brand retailer needing one PIM to feed ten storefronts, three marketplaces and a store network. Rinat Shimshi filled in on engineering.

In 2020 Bartley recruited Faisal Masud as CEO. Masud’s resume is a tour of operator jobs at every major commerce platform of the 2000s-2010s: Amazon ~decade post-dot-com, Senior Director of Shipping at eBay until 2012, COO of Staples’ $11B global ecommerce business 2013-16 (where he first worked with Bartley), President/COO of Groupon Goods, COO of Alphabet’s Project Wing 2018-20. The thesis fabric sold Redpoint and Sierra in the 2020 seed, Norwest in the Feb 2021 Series A, Stripes in the April 2021 Series B, and SoftBank in the Feb 2022 Series C was the same thesis Shopify would buy wholesale when it launched Commerce Components in January 2023: mid-market retail needs composable, not monolith.

How it works

An enterprise retailer running fabric does not run a single commerce “site.” They stand up individual API-first modules against their existing stack and let fabric replace one component at a time. The modules: Product Catalog / PIM (schema-free product-information backbone with unlimited attributes); OMS (launched Jan 2024 as an “industry first” native composable OMS, routing orders to the right fulfillment node — store, DC, dropship — in sub-second time); Cart & Checkout (headless, front-end-agnostic); Marketplace / Dropship (vendor onboarding, catalog validation, commission management); and the newer AI layer — fabric AI Order Cloud (Dec 2024) and Product Agent (Jan 2026) — wrapping LLM-driven agents around the inventory, catalog and order APIs.

Each module is a multi-tenant cloud service on AWS (fabric announced a Bedrock partnership in 2024). A customer’s stack becomes fabric modules plus third-party components — a Next.js front-end, Stripe or Adyen, the customer’s ERP, their existing WMS. The claim is that Debenhams (3M SKUs, 11 brands, live in three weeks in 2024) can swap any single module without an eighteen-month replatform.

Product and business overview

Named components: fabric Product Catalog (PIM), the AI-attributed product-data store; fabric OMS (AI Order Cloud), distributed order management with AI-driven fulfillment routing (5M+ orders processed since launch per the company); fabric Offers, pricing and promotion; fabric Cart & Checkout; fabric Marketplace / Dropship; fabric Experiences (XM), a lightweight CMS/experience layer; and fabric Product Agent / AI, the agentic layer from NRF 2026 aimed at making the catalog machine-readable for ChatGPT, Perplexity and agent-driven buying.

Target buyer: CDO or VP Ecommerce at a $200M-$2B GMV retailer or B2B distributor still running a legacy monolith (Oracle ATG, SAP Hybris, SFCC or an aging Java stack) who wants to swap components rather than replatform. Micucci’s go-to-market leans on OMS as the land motion — retailers who want BOPIS or ship-from-store on top of a legacy monolith can bolt on fabric OMS without touching the storefront.

Business model and pricing

Fabric does not publish per-module prices. Public estimates reconstructed from swell.is, Capterra and TrustRadius (with caveats):

• Entry point ~$3,000-$6,000/month per starter module.
• Per-module reconstruction (Swell.is, 2026): AI Omni ~$3K/mo, Product Catalog ~$3K/mo, OMS ~$4.5K/mo, Dropship/Marketplace ~$5K/mo with a $5M GMV cap before overages.
• Three-year multi-module TCO: ~$965K-$1.63M (SaaS ~$450K, implementation $75-200K, front-end dev $125-350K, ERP/WMS integration $45-125K, ongoing dev the rest).
• Enterprise contracts are custom and almost always carry a GMV- or transaction-volume component — the SaaS-plus-volume model every composable vendor converged on.

Revenue books as annual-contract SaaS with overages trued up quarterly. The company has not disclosed revenue publicly; Latka’s third-party $134M 2024 ARR implies better $/employee productivity than commercetools ($175M on ~750 heads) but is unverified.

Traction over time

Market analysis

The composable commerce market is a subset of enterprise ecommerce platform spend, sized by third-party research (MarketIntelo, Technavio) at $9-13B in 2025, growing 15-20% CAGR into 2030. Composable (MACH-architected, API-first, replaceable modules) is estimated at $5-8B of that by 2025, growing faster than monolith.

Force in fabric’s favour: a cohort of mid-market retailers sits on 2010-era monolith builds (Hybris, ATG, Demandware older than ten years) expensive to maintain and hard to extend to mobile, marketplaces, store fulfillment, BOPIS and now agent-driven buying. Replacing them with composable is a $1-5M annual decision mid-market CFOs greenlight because the alternative is a $20M replatform.

Force the other way: Shopify. Shopify Plus holds 31% share at $50M-$200M GMV and climbing per 2026 trackers; January 2023’s Commerce Components launch directly attacks fabric’s wedge, and a $170B+ market cap funds unlimited integrator incentives. Commercetools’ Feb 2025 layoffs are the clearest tell that composable ARR growth is below plan at the segment level, not just at fabric.

Competitive intel

See the frontmatter for the full set. The important distinctions: commercetools is the composable pure-play that got there first — larger ARR, bigger brand, Gartner “highest for composable” — but its Feb 2025 layoffs opened a window fabric has to walk through. Shopify Plus + Commerce Components is the structural threat: Commerce Components is explicitly the “pick-your-pieces” product fabric was built to sell, backed by a $170B+ balance sheet. SFCC is where Micucci came from; fabric wins on TCO, loses when the retailer already runs Service Cloud. Adobe Commerce is Gartner’s Magic Quadrant leader at $200M-$1B GMV, bundled with Analytics/Target/AEM — a stack fabric cannot match. BigCommerce / Commerce.com is the public comp (~$340M ARR, 3% growth, <$500M market cap) telling you how composable-adjacent ecommerce trades. Elastic Path, Kibo, Spryker, VTEX, Broadleaf are the long tail fabric defends one deal at a time.

History and evolution

See the traction table above. The honest scars: (1) the Shetty fraud — $35M of treasury allegedly diverted to a DeFi scheme that collapsed in a 2022 stablecoin crash, convicted on four counts Nov 2024, two-year sentence in 2025 — a reputational wound that persists in every enterprise RFP; (2) the Masud exit timing, close enough to the Shetty indictment that trade press and employee reviews read them as linked; (3) the three-year priced-round gap since Feb 2022, which in a down-marked composable segment reads as “cannot find a priced round.”

What people say

The case for. Gartner Peer Insights: 4.5/5 across 45 verified reviews, 69% five-star, zero one- or two-star. Praise clusters on speed to go-live (Debenhams at three weeks against 3M SKUs is the public reference), the lightweight API architecture, and composability. IDC named fabric a Major Player in two 2024 MarketScape reports. Micucci’s hire from SFCC is read as a credibility signal — the person who ran the thing fabric is attacking chose to come run fabric.

The complaints. Gartner reviews cluster on documentation gaps, project-management friction during onboarding, and integration pain with existing ERPs and WMSs. Glassdoor reviews 2022-25 recur on abrupt layoffs with poor communication, re-leveling that cost people title and pay, and leadership turnover (two CROs, two CMOs, a CFO fraud and a CEO transition in three years). The Shetty case is the biggest reputational scar — “startup CFO loses $35M of treasury in crypto” is a story enterprise procurement remembers. And the composable commerce category itself — as commercetools’ Feb 2025 layoffs confirmed — is not growing as fast as the 2021 pitch promised.

Outlook: the open question

The answer conditions. For fabric to be right, three things must hold by late 2027: (1) ARR roughly doubles from Latka’s ~$134M estimate to ~$250-300M on NRR above 115%, driven by Debenhams-style multi-million-SKU wins against commercetools and Adobe Commerce, or a decisive move into mid-market B2B distribution displacing Hybris and ATG; (2) fabric raises either a growth round at or above the Feb 2022 $1.5B mark — unlikely in current composable comps — or a flat/modest-down round large enough to reach profitability without touching the SoftBank preferred stack; (3) “agentic commerce” positioning around Product Agent and AI Order Cloud becomes more than slideware — measurable GMV captured from conversational buying channels in actual customer accounts.

For fabric to be wrong: Shopify Commerce Components lands enough mid-market wins over 2026-27 that the composable pure-play category collapses from three vendors (fabric, commercetools, Elastic Path) to one-and-a-half, with commercetools consolidating upmarket and Shopify eating everything below $300M GMV; inability to raise forces a sale materially below SoftBank’s underwriting; or the Shetty-era cash drain plus three-year gap pushes fabric into a 2027-28 recap on preferred-stack terms.

How to attack it

The specific wedge is vertical B2B distribution — the dealer-network, multi-tier-pricing, parts-catalog use cases neither Shopify Plus nor SFCC answer well, and that fabric’s horizontal retail-first positioning does not do deeply either. A new entrant with $25-50M and a team out of SAP Hybris or Oracle ATG could ship a composable B2B stack for industrial distribution (electrical, HVAC, auto parts, MRO) embedding dealer rebates, approval workflows, large-order notes and ERP-first integration into Infor, Epicor, NetSuite and SAP S/4HANA. The buyer is a $500M-$5B distributor who finds Shopify Plus too retail-centric, commercetools too no-opinion, and fabric’s reference book thin on their vertical. Fabric’s own 2021-era “fabric B2B” attempt went quiet after the pivot; vertical specialists (Oro, Znode) have small ARR and no composable story.

Exploitable weaknesses: (1) no priced round since Feb 2022 constrains hiring, product and sales capacity — commercetools’ Accel-KKR cap table dwarfs fabric’s effective runway; (2) the Shetty-era cash drain and three-year gap mean every enterprise RFP comes with a vendor-risk question fabric answers worse than Shopify, Adobe, Salesforce or commercetools; (3) go-to-market still leans on a handful of lighthouse logos — a competitor who signs twenty mid-market retailers in the time fabric signs three can own the “default new composable choice” slot in the integrator channel (Accenture, Deloitte, Publicis Sapient); (4) the Jan 2024 OMS is fabric’s sharpest wedge but is also what Manhattan Associates, Oracle Retail and Blue Yonder sell at the enterprise end — a well-funded attacker with an AI-first OMS could out-position fabric’s catalog-first narrative; (5) pricing is opaque — an increasingly uncompetitive posture against Shopify’s and Stripe’s published usage-based pricing.

Adjacent-segment play

The strongest adjacent is composable commerce for brand manufacturers running DTC on top of distributor channels — the manufacturer-direct play CPG, apparel, consumer-electronics and durable-goods brands do badly today. Fabric’s existing capability (headless catalog, cross-channel order orchestration, dropship/marketplace) is almost exactly what a Levi’s, Nestlé brand or Whirlpool needs to run DTC alongside wholesale — but the buyer is marketing/brand, not IT, and the vendor-of-record is more often Salesforce (Commerce + Marketing Cloud). A re-skin of fabric aimed at that buyer, bundled with marketing automation, monetizes fabric’s engineering without head-on competing with commercetools and Shopify.

A second adjacent: public-sector and regulated-industry buyers — pharmacy chains running clinical commerce, government procurement portals, defense/aerospace parts marketplaces. The API-first posture is exactly what procurement in regulated verticals asks for; incumbents (GovShop, Unison, Ariba) are old enough that the window is open. Fabric’s current book has none of this and would need regulatory certification.

A third, lower-conviction adjacent: embedded commerce APIs — individual fabric modules (Cart, OMS, PIM) sold to agencies, integrators and other platforms the way Stripe sells Issuing and Connect. A mature API-first catalog and OMS is a portable asset; the restraint is whether fabric’s GTM can hold a retail-ARR narrative and an embedded-API narrative at once. Commerce.com’s rebrand and Shopify Commerce Components are proof the segment exists.

Sources and further reading

• E-commerce startup Fabric, led by Amazon vets, raises $140M at $1.5B valuation — GeekWire, Feb 24, 2022
• Headless commerce company fabric sews up unicorn milestone following new round — TechCrunch, Feb 24, 2022
• This 49-year-old CEO used lessons from Amazon and Google to build a $1.5 billion start-up — CNBC, May 12, 2022
• Tech Moves: Former Salesforce exec joins e-commerce startup Fabric as CEO — GeekWire, Aug 2023
• Ex-Fabric CFO convicted of wire fraud in $35M crypto scheme — CFO Dive, Nov 2024
• Seattle startup’s ex-CFO gets two years’ prison time for wire fraud — CFO.com, 2025
• fabric’s Next Chapter: Doing More with Less — fabric company blog
• fabric Expands Executive Team Amidst Strong Company and Customer Growth — GlobeNewswire via Yahoo, Aug 22, 2024
• Debenhams Powers 3 Million Product SKUs with fabric’s Modern Omnichannel Commerce Platform — CMSWire, May 2024
• fabric Launches Industry-First Commerce Platform With Native OMS — GlobeNewswire, Jan 16, 2024
• Commercetools, a pioneer in ‘headless commerce’, lays off dozens of staff — TechCrunch, Feb 26, 2025
• Enterprise Ecommerce Platform Market Share 2026 — elogic, 2026
• commercetools Tops $75B in Annualized GMV — commercetools, Nov 2025
• Fabric Commerce Pricing 2026: Full Cost Breakdown, Modules & TCO Guide — swell.is, 2026
• fabric Commerce Platform Reviews & Ratings 2026 — Gartner Peer Insights, 2026