Supply chain · Deep dive

Keychain

New York AI manufacturing platform for packaged goods from Handy founders Oisin Hanrahan and Umang Dua — free for brands and retailers, paid by manufacturers — that indexed 30,000+ North American manufacturers, reached $1B+ in monthly project volume by August 2025, signed 8 of the top 10 US retailers, and is now selling KeychainOS as an AI-era ERP to the plants themselves, with roughly $78M raised through the November 2025 W23 Global round.

emerging

The question that decides it: Keychain's demand side came cheap — 8 of the top 10 US retailers pay nothing, so the logos accumulated fast — but revenue sits on the supply side: mid-tier contract manufacturers paying subscription fees (one Trustpilot account: $5,000 for a three-month trial) for leads, and since August 2025 for KeychainOS as plant software. Does the lead-gen wedge convert into system-of-record software — plants actually running purchasing, compliance and traceability on KeychainOS — before churn from unconverted leads (that same reviewer got ~10 leads, zero deals, and a push into a three-year contract) erodes the only side that pays, and before the retailer-funded Keychain360 pivot turns Keychain into a private-label PLM vendor fighting Trace One instead of a marketplace?

Snapshot

Keychain is the Handy founders’ second two-sided marketplace, pointed this time at the $500 billion of packaged goods that 20,000-plus US contract manufacturers produce every year for brands and retailers who still find each other through trade shows and brokers. Launched in February 2024, it indexed manufacturers and their products with AI, gave brands and retailers free search, and charged manufacturers for the leads — reaching over $1 billion in monthly project volume, 8 of the top 10 US retailers and 7 of the top 10 CPG brands by August 2025, on roughly $78 million raised from Lightspeed, BoxGroup, Wellington Management and a Tesco-backed retail fund. The August 2025 launch of KeychainOS — an AI operating system for the plants themselves — and the November 2025 Keychain360 private-label platform for retailers mark the pivot from matchmaking to infrastructure. The open question is whether the side of the market that pays is getting enough value to fund that ambition.

Founding story

Hanrahan and Dua are running the same play a second time, with scar tissue. They co-founded Handy in 2012 from Harvard Business School, scaled the on-demand home-services marketplace through the gig-economy wars, and sold it to IAC’s ANGI Homeservices in October 2018 for roughly $165 million — a real exit, but a modest one against Handy’s ~$110 million raised. Inside ANGI, Hanrahan rose to chief product officer and then, in February 2021, CEO of Angi; Dua became chief revenue officer. The Angi chapter is the uncomfortable part of the resume: Hanrahan bet the company on the Angie’s List-to-Angi rebrand and a capital-hungry push into fixed-price services, and the stock fell roughly 82% over his 20 months before IAC’s Joey Levin replaced him in October 2022 (The Currency, October 2022). The record is genuinely mixed — a marketplace operator who scaled supply and demand twice, and a public-company CEO whose strategy the owner pulled the plug on.

Within a year both had regrouped. With Jordan Weitz — a CPG-focused private equity and venture investor who supplied the industry knowledge — they founded Keychain in 2023 on a simple observation: finding and vetting a contract manufacturer took brands 12 to 18 months of trade shows, brokers and cold calls, in an industry with no directory, no data layer and no Amazon. The seed round’s tell was the cap table: alongside Lightspeed came more than 20 CPG industry executives, bought in before the product launched.

How it works

The core machine is an index. Keychain crawled and structured the packaged-goods universe — by August 2024 it had indexed 24,027 manufacturers and 763,000+ products, and by the Series B over 30,000 manufacturers and 2.5 million products (VentureBeat, August 2025) — using the products on shelves to infer what each plant can actually make: certifications, allergen handling, pack formats, capacity, co-packing history. A brand or retailer describes what it needs — a high-protein granola bar, organic-certified, 500,000 units, nut-free facility — and the matching model returns vetted candidates in days rather than the 12-18 months the industry default takes. Introductions, RFQs, sampling and project management then run through platform workflows; demand-side users pay nothing, which is why the top of US retail adopted it so fast.

KeychainOS, launched August 19, 2025, moves from matching into the plant. It is pitched as an AI-era replacement or overlay for legacy food-manufacturing ERP: modules for purchasing and procurement (demand-predictive purchase-order recommendations generated from live inventory, production plans and supplier performance), production planning, inventory, and compliance-traceability — where the system turns operator-recorded events like batch mixing into auditor-ready documentation and prompts the required follow-on steps automatically (VentureBeat, August 2025). Keychain360, launched November 2025 with W23 Global’s money, is the retailer-facing equivalent: a supply-chain and product-management layer for private-label programs that Hanrahan claims cuts launch timelines 25-30% (Irish Times, November 2025). Engineering is anchored in Gurugram, India, where roughly half the ~70-person team sits (TechCrunch, August 2025).

Product and business overview

Three named surfaces. The marketplace — free discovery, matching and project workflow for 20,000+ brands and retailers (August 2025 count), spanning food and beverage, supplements, and since 2025 beauty and personal care. KeychainOS — the paid manufacturer-side operating system: purchasing, planning, inventory, compliance, traceability. Keychain360 — the retailer private-label platform, launched November 2025 with Tesco’s venture backer as an investor. The build-out ran US first, then Ireland (September 2025) and the UK (November 2025). The strategic investor roster — General Mills’ 301 INC, Schreiber Foods, W23’s retail LPs, Hershey per Tracxn — doubles as a customer pipeline, and that is the point of it.

Business model and pricing

The model is asymmetric by design: brands and retailers ride free, manufacturers pay based on usage and the tools they take — subscription-style access to be discovered, receive leads and run projects (AlleyWatch, August 2025). Keychain takes no per-transaction commission that anyone has disclosed, and publishes no pricing. The only real price point in the public record comes from an aggrieved manufacturer on Trustpilot: $5,000 for a three-month trial — roughly a $20,000 annualized rate — after which the reviewer says Keychain pushed a three-year contract and invoiced a further $15,000, retracted only under legal threat. KeychainOS and Keychain360 pricing is undisclosed; both are classic enterprise SaaS motions into buyers (plant operators, retail private-label teams) with existing systems and long procurement cycles. The structural tension is worth stating plainly: the side with the famous logos pays nothing, so every dollar of revenue depends on mid-tier manufacturers believing the leads and software are worth it — and the company has published no ARR, no paying-manufacturer count and no retention figure through July 2026. “$1B+ in monthly project volume” measures demand intent flowing through a free product, not money Keychain keeps.

Traction over time

Eighteen months from launch to $68 million raised and $1 billion in monthly project volume is fast by any standard. The gaps are equally visible: no revenue series, no disclosed paying-supplier count, valuation disclosed only once ($260M post, November 2024), and the flagship volume metric measures the free side of the marketplace. In May 2026 the company shifted to publishing industry survey reports (52% of manufacturers planning new lines) — thought-leadership output, not traction disclosure.

Market analysis

The wedge market is large and genuinely under-digitized. Global food contract manufacturing alone was estimated at roughly $174-187 billion in 2025, growing 8-14% annually depending on the source (The Business Research Company; SkyQuest, 2025); US packaged-goods production runs about $500 billion a year across 20,000+ manufacturers, and CPG overall exceeds $2 trillion. Three structural forces favor Keychain: outsourcing is rising as brands shed capex and chase speed-to-market; private label keeps taking US shelf share, which is precisely the Keychain360 and W23 thesis — retailers need sourcing infrastructure even more than brands do; and the manufacturer base is aging into a software generation gap that AI-native tooling can jump. The countervailing force: the buyers of Keychain’s paid products are thin-margin plants in a cost-pressured cycle — Keychain’s own May 2026 report describes manufacturers pulling back from expansion — and selling discretionary software into that cohort is harder than signing free retailers.

Competitive intel

No competitor combines both of Keychain’s fronts, which cuts both ways — it also means Keychain fights on two. In matching, PartnerSlate ($4M raised, ~6,000 co-mans) is years older but a fraction of the scale; Novi ($51M+) owns the beauty and ingredient-transparency lane Keychain is entering; Wonnda and GrowinCo hold regional ground in Europe and LatAm. Keychain’s edge is capital, index breadth and — decisively — the retailer demand side, which none of the marketplace rivals signed. In plant software, the opponents change entirely: Aptean, Plex, Wherefour and SAP already run food plants’ purchasing and traceability, and Trace One and Specright already run retailer private-label spec management. Those incumbents own installed bases and switching costs; Keychain’s counter is that it arrives holding the demand relationships manufacturers want and an AI-native product surface the legacy vendors can’t rebuild quickly. The risk is the classic two-front problem: a marketplace with better software rivals and a software vendor with better-entrenched rivals.

History and evolution

• 2012 — Hanrahan and Dua co-found Handy in New York.
• Oct 2018 — Handy sells to ANGI Homeservices for ~$165M; both join ANGI leadership.
• Feb 2021 — Hanrahan becomes Angi CEO; rebrand and fixed-price push follow.
• Oct 10, 2022 — Hanrahan steps down with Angi stock down ~82% in 20 months; Dua also departs.
• 2023 — Keychain founded in New York with Jordan Weitz.
• Nov 14, 2023 — $18M seed led by Lightspeed announced; 20+ CPG executives invest.
• Feb 2024 — Platform launches publicly.
• Aug 2024 — 24,027 manufacturers and 763K products indexed; $500M in demand fulfilled since launch (TechCrunch).
• Nov 19, 2024 — $15M Series A led by BoxGroup at $260M post; General Mills’ 301 INC and Schreiber Foods invest; $500M+/month project volume.
• 2025 — Expansion into beauty and personal care; Gurugram, India engineering hub scaled to ~half the company.
• Aug 19, 2025 — $30M Series B led by Wellington Management; $68M total; KeychainOS launches; 8-of-top-10-retailers claim.
• Sep 30, 2025 — Irish expansion announced (Dublin).
• Nov 17, 2025 — $10M strategic round from W23 Global (Tesco among the fund’s backers); UK entry; Keychain360 launches for private label.
• May 2026 — Publishes CPG Intelligence Report; no new funding, customer or revenue disclosures in the first half of 2026.

What people say

The case for. The demand side votes with adoption: 8 of the top 10 US retailers and 7 of the top 10 CPG brands on the platform within 18 months of launch (company, August 2025), with 7-Eleven, Whole Foods and General Mills named. General Mills’ venture arm didn’t just use it, it invested, saying Keychain would change how the CPG industry works (AgFunderNews, November 2024) — and Wellington Management, a crossover investor that typically buys pre-IPO quality, led the B. FeaturedCustomers references call it a genuine marketplace innovation and one client described Keychain as among the biggest partners it has had. Inc. (2025) profiled Hanrahan’s unusually analog go-to-market — roughly $10K a month on in-person industry events — as a deliberate trust-building machine in a handshake industry.

The complaints. The sharpest criticism comes from the side that pays. A manufacturer’s detailed Trustpilot review describes paying $5,000 for a three-month trial that produced about ten leads — startups, unverifiable foreign companies claiming 500K-5M unit volumes, and sample-seekers who wanted free product — none of which converted; the reviewer says Keychain then pushed a three-year contract, invoiced an additional $15,000, and relented only under threat of legal action. One review is one review, but it maps exactly onto the model’s structural weakness: lead quality is the entire value proposition for the paying side, and a free demand side inflates volume metrics with low-intent inquiries. Glassdoor sits at 3.0 across 24 reviews (2025-26) — soft for a hot startup — with praise for talent and camaraderie against recurring complaints of abrupt, undocumented terminations and a culture of uncertainty. And the disclosure pattern invites skepticism: the headline metric measures other people’s demand, not Keychain’s revenue, and hasn’t been accompanied by a single monetization number in three years of press releases.

Outlook: the open question

Keychain works if, by roughly the end of 2027, the paying side proves durable: a disclosed base of manufacturers renewing subscriptions because leads actually convert, KeychainOS running as the operating layer in real plants (named deployments, not launch press), Keychain360 winning at least one flagship retailer private-label program against Trace One-class incumbents, and a Series C that discloses a valuation meaningfully above $260 million — evidence that free-demand-paid-supply generates software economics, not just volume metrics. The assets are real: the best demand-side logo wall in the category, an index no rival matches, strategic capital from the exact companies that are the customers, and founders who have operated a marketplace at scale before. It fails if the Trustpilot pattern is the norm rather than the outlier — manufacturers churning when $20K a year of leads doesn’t convert, leaving the marketplace hollow on the only side that pays — while the ERP and PLM incumbents’ switching costs blunt KeychainOS and Keychain360, and the company keeps substituting index size and project volume for revenue disclosure; in that world the pivot to plant software reads as an admission that matchmaking alone couldn’t carry the valuation, echoing the Angi years, when top-line reinvention outran unit economics. Tells to watch: any published paying-manufacturer or ARR figure; whether the next round is led by a new outside investor at a disclosed step-up or quietly filled by insiders and strategics; named KeychainOS plant deployments; and whether Tesco converts from LP-adjacent investor to disclosed Keychain360 customer.

Sources and further reading

• CPG manufacturing platform Keychain raises $18 million (TechCrunch, November 14, 2023)
• Keychain aims to unlock a new approach to manufacturing consumer goods (TechCrunch, August 17, 2024)
• Exclusive: Manufacturing platform Keychain raises $15 million in Series A funds (Fortune, November 19, 2024)
• Keychain raises $15m to expand CPG manufacturing platform (AgFunderNews, November 2024)
• CPG startup Keychain snags $30M to build in India, grow in the US (TechCrunch, August 19, 2025)
• Keychain raises $30M and launches AI operating system for CPG manufacturers (VentureBeat, August 19, 2025)
• Keychain Raises $30 Million Series B and Launches KeychainOS (PR Newswire, August 19, 2025)
• AI-powered manufacturing platform Keychain raises $10m in funding (Irish Times, November 17, 2025)
• Oisin Hanrahan’s Keychain enters UK after £7.5m raise from retail leaders (Silicon Republic, November 2025)
• With the share price down 82% in 20 months, Oisín Hanrahan has left Angi. What happened? (The Currency, October 2022)
• Keychain Reviews (Trustpilot, accessed July 2026)
• Keychain Report Finds AI Adoption and Operational Investment Are Driving the Next Phase of Growth in CPG Manufacturing (PR Newswire, May 2026)