Case study: Supply chain traceability & product data — a startup-to-enterprise scale story

When Jessi Baker founded Provenance in 2013 from a London basement, the idea of tracking every ingredient in a consumer product from origin to shelf seemed quixotic. Supply chains were designed for cost efficiency, not transparency. Retailers resisted sharing supplier data, factories lacked digital infrastructure, and consumers had no way to verify the sustainability claims printed on packaging. Twelve years later, Provenance serves over 200 brands across food, beauty, and fashion, processes traceability data for millions of product units annually, and has helped define the technical architecture that underpins the EU's Digital Product Passport regulation. This case study examines how Provenance navigated the journey from a proof-of-concept blockchain prototype to an enterprise SaaS platform, and what founders building in adjacent verticals can learn from its trajectory.

Why It Matters

Supply chain traceability has shifted from a niche sustainability feature to a regulatory and commercial imperative. The EU Corporate Sustainability Due Diligence Directive (CSDDD), adopted in 2024, requires large companies to identify, prevent, and mitigate adverse human rights and environmental impacts throughout their value chains. The EU Ecodesign for Sustainable Products Regulation (ESPR), finalized in 2024, mandates Digital Product Passports for textiles, batteries, electronics, and construction materials starting in 2027, requiring machine-readable data on materials, origin, recyclability, and carbon footprint. The UK's Environment Act 2021 imposes due diligence requirements on forest-risk commodities for companies operating in the UK market.

These regulations create a compliance-driven demand floor for traceability technology. McKinsey estimated the global supply chain visibility technology market at $4.2 billion in 2025, projecting growth to $9.8 billion by 2030. However, market size alone does not guarantee startup success. The traceability space is crowded, with over 400 companies offering some form of supply chain transparency solution as of 2025, ranging from blockchain platforms to simple supplier survey tools. Understanding how Provenance differentiated, scaled, and survived in this competitive landscape provides practical lessons for founders.

The Founding Story

Jessi Baker began researching supply chain transparency while completing a PhD in computer science at University College London, where her doctoral work focused on using distributed ledger technology to verify product claims. The core insight was that sustainability claims on consumer products (organic, fair trade, carbon neutral, cruelty-free) were essentially unverifiable by end consumers. Certification bodies audited producers periodically, but the data remained locked in proprietary databases, inaccessible to shoppers standing in a grocery aisle.

Baker launched Provenance in 2013 with a blockchain-based proof-of-concept that tracked tuna from Indonesian fishermen through processing and distribution to UK supermarket shelves. The prototype used Ethereum smart contracts to create an immutable record of each custody transfer, with verification data from fishing cooperatives, processing plants, and logistics providers anchored to the blockchain. The project, conducted in partnership with the Marine Stewardship Council and Indonesian fishing communities, attracted significant media coverage and demonstrated technical feasibility.

However, the blockchain approach introduced friction that nearly killed the company. Transaction costs on public blockchains were unpredictable, write speeds were inadequate for high-volume supply chains, and enterprise buyers were skeptical of a technology associated primarily with cryptocurrency speculation. By 2016, Provenance had pivoted away from blockchain as a core infrastructure layer, retaining cryptographic verification techniques while moving to a conventional cloud architecture with selective use of distributed ledger technology for high-assurance verification events.

Product-Market Fit: Three Pivots

Pivot 1: From B2C to B2B (2015 to 2017)

Provenance initially targeted consumers directly, building a mobile app that let shoppers scan product barcodes to see supply chain data. User acquisition proved prohibitively expensive, and consumer engagement with supply chain data, while enthusiastic in focus groups, was minimal in real-world shopping contexts. Internal data showed that fewer than 2% of app users scanned more than three products per month.

The pivot to B2B repositioned Provenance as a software platform that brands used to collect, verify, and display supply chain data on their own e-commerce sites and packaging. This shift aligned incentives: brands were willing to pay for traceability tools that differentiated their products, while consumers received transparency without downloading another app. The first enterprise contracts came from premium food brands (including Abel & Cole and the Co-op) willing to pay $15,000 to $30,000 annually for managed traceability profiles.

Pivot 2: From Verification to Marketing (2018 to 2020)

The second pivot recognized that brands cared more about communicating provenance stories to consumers than about the technical verification infrastructure behind them. Provenance repackaged its platform as a "proof point" system, allowing brands to make specific, evidence-backed claims (e.g., "100% recycled packaging" or "living wage certified supplier") displayed as interactive badges on product pages and in marketing materials.

This framing dramatically improved sales velocity. Annual contract values increased from an average of $22,000 to $45,000 as brands expanded from single-product pilots to category-wide deployments. By 2020, Provenance had onboarded over 100 brands, including Unilever (for selected product lines), Cult Beauty, and Holland & Barrett.

Pivot 3: From Marketing to Compliance (2022 to present)

The third and most consequential pivot came as EU regulatory proposals crystallized. The ESPR's Digital Product Passport requirements, the CSDDD's due diligence obligations, and the EU Green Claims Directive's evidence requirements for environmental marketing claims collectively created a compliance use case that dwarfed the voluntary marketing market. Provenance invested heavily in building compliance workflow tools, automated data collection from suppliers, and integration with enterprise resource planning (ERP) systems.

By 2025, compliance-driven contracts represented approximately 60% of new annual recurring revenue (ARR), with average deal sizes exceeding $120,000 for enterprise customers. The company's total ARR crossed $15 million, with gross margins above 70%.

Scaling Challenges

Supplier Onboarding

The persistent bottleneck in supply chain traceability is not technology but supplier participation. Provenance discovered that Tier 1 suppliers (direct brand suppliers) could typically be onboarded in 4 to 8 weeks, but reaching Tier 2 and Tier 3 suppliers (raw material producers and processors) required 6 to 18 months of engagement. Many small-scale suppliers in developing countries lacked digital infrastructure, internet connectivity, or English language capability.

Provenance addressed this through a combination of approaches: multilingual mobile-first data collection tools (supporting 12 languages by 2025), partnerships with certification bodies and industry groups that already had supplier relationships, and a "supplier network effect" model where suppliers onboarded for one brand could share data with other Provenance customers at zero marginal effort. By 2025, the platform hosted verified data from approximately 12,000 suppliers across 45 countries.

Data Quality and Standardization

Supply chain data is notoriously fragmented. Material composition, environmental impact data, and social compliance information arrive in inconsistent formats from diverse sources: supplier self-declarations, third-party audit reports, certification databases, shipping documents, and laboratory test results. Provenance built a normalization engine that maps incoming data to standardized schemas aligned with GS1 standards (the global language of business) and emerging Digital Product Passport data models.

The company also invested in automated verification, using cross-referencing algorithms to flag inconsistencies. For example, if a supplier claims organic certification but the declared input volumes exceed certified farm production capacity, the system generates an alert. These automated checks catch approximately 8% of submitted data as potentially inaccurate, reducing reliance on manual verification while maintaining data integrity.

Enterprise Integration

Selling to enterprise customers required integration with existing procurement, ERP, and product lifecycle management (PLM) systems. Provenance built pre-built connectors for SAP, Oracle, and Salesforce, and developed an API layer that enabled custom integrations. Enterprise sales cycles lengthened to 6 to 12 months, with IT security reviews, data processing agreements, and procurement committee approvals adding complexity absent from SME sales. The company hired dedicated solutions engineers and established a professional services team to manage enterprise implementations, a capability investment that consumed significant capital but proved essential for deal closure and retention.

Funding and Financial Trajectory

Provenance raised a total of approximately $25 million across four rounds between 2014 and 2024. The seed round ($1.2 million in 2014, led by angel investors) funded the initial blockchain prototype. A Series A ($5.5 million in 2018, led by LocalGlobe) supported the B2B pivot and initial enterprise sales. A Series B ($8 million in 2021, led by Felix Capital) funded product expansion and early compliance tooling. A growth round ($10 million in 2023, with participation from Balderton Capital) funded enterprise scaling and EU market entry.

The company reached cash flow breakeven in late 2025, a milestone that many climate tech SaaS companies in comparable categories have not achieved. Baker has attributed the capital efficiency to two factors: maintaining a small engineering team (approximately 35 people through 2024) through disciplined scope management, and generating meaningful revenue from professional services during the enterprise scaling phase rather than treating services as purely a cost center.

Competitive Landscape

Provenance operates in a competitive field with distinct player categories. Enterprise incumbents like SAP (with its Green Token solution) and IBM (with Sterling Supply Chain Suite) offer traceability as features within broader ERP or supply chain management platforms. Their advantage is existing customer relationships; their disadvantage is that traceability is a low-priority module within massive product portfolios.

Pure-play traceability startups include Sourcemap (focused on risk mapping and due diligence), Transparency-One (acquired by Ivalua in 2023), and Tilkal (blockchain-based traceability for luxury and food sectors). Circular economy platforms like Circulor (focused on battery and minerals traceability) serve adjacent markets with specialized capabilities.

Provenance's differentiation has centered on three pillars: consumer-facing proof points that create brand value beyond compliance, a supplier network that reduces onboarding costs for additional brand customers, and early alignment with EU Digital Product Passport standards that positions the platform for the compliance wave beginning in 2027.

Lessons for Founders

Start with pull, not push

Provenance's most expensive years were those spent trying to create consumer demand for traceability data. The pivot to serving brand customers who already wanted to communicate supply chain stories was transformative. Founders in adjacent sustainability data categories should seek existing buyer motivation (regulatory pressure, customer demands, or competitive differentiation) rather than attempting to manufacture demand.

Regulation is a tailwind, but timing matters

The EU regulatory cycle from proposal to enforcement typically spans 4 to 6 years. Companies that build compliance capabilities too early bear years of development costs before revenue materializes. Companies that build too late miss the window when enterprise buyers are selecting platforms. Provenance's 2022 compliance pivot, roughly 3 to 4 years before ESPR enforcement, appears well-timed in retrospect.

Supplier networks compound

Each supplier onboarded creates value for every brand customer that sources from them. This network effect is the single most defensible asset in supply chain traceability. Founders should prioritize supplier onboarding volume and data richness over platform features in early scaling phases.

Services revenue is not a weakness

The venture capital orthodoxy that services revenue signals weak product-market fit does not apply cleanly to enterprise supply chain software. Implementation services generate revenue, deepen customer relationships, and provide direct feedback on product gaps. Provenance's professional services revenue funded growth without additional equity dilution during a period when climate tech valuations compressed significantly.

Action Checklist

• Map existing supply chain visibility gaps by tier (Tier 1 through Tier 4) before selecting traceability technology
• Assess regulatory exposure to CSDDD, ESPR, and Digital Product Passport requirements for your product categories
• Evaluate traceability platforms on supplier network size in your commodity categories, not just feature lists
• Budget for 6 to 18 months of supplier onboarding effort for Tier 2 and beyond
• Require integration capabilities with existing ERP and PLM systems during vendor evaluation
• Establish data quality baselines and automated verification workflows before scaling supplier data collection
• Consider phased implementation: start with highest-risk supply chains or highest-volume products
• Engage procurement and sustainability teams jointly, as traceability spans both functions

Sources

• McKinsey & Company. (2025). Supply Chain Visibility Technology: Market Sizing and Competitive Landscape. New York: McKinsey.
• European Commission. (2024). Ecodesign for Sustainable Products Regulation (ESPR): Final Text and Implementation Timeline. Brussels: European Commission.
• European Parliament. (2024). Corporate Sustainability Due Diligence Directive (CSDDD): Adopted Text. Strasbourg: European Parliament.
• GS1. (2025). Digital Product Passport Data Standards: Technical Specification v2.0. Brussels: GS1 AISBL.
• Provenance. (2025). Platform Impact Report: Supplier Network and Brand Outcomes 2024. London: Provenance Ltd.
• World Economic Forum. (2024). Traceability Technology in Global Value Chains: Adoption Barriers and Enablers. Geneva: WEF.
• BloombergNEF. (2025). Climate Tech Venture Capital: Annual Review and Sector Analysis. New York: Bloomberg LP.