Duvo.ai
AI-native automation platform for retail operations that automates repetitive tasks.
Website: https://www.duvo.ai/
Cover Block
PUBLIC
| Field | Value |
|---|---|
| Name | Duvo.ai |
| Tagline | AI-native automation platform for retail operations |
| Headquarters | Prague, Czech Republic |
| Founded | 2025 |
| Stage | Seed |
| Business Model | SaaS |
| Industry | E-commerce / Retail |
| Technology | AI / Machine Learning (agentic automation) |
| Geography | Eastern Europe |
| Growth Profile | Venture Scale |
| Founding Team | Co-Founders (Tomas Čupr, Martin Pecha, Marek Paris) |
| Funding Label | Seed |
| Total Disclosed | ~$15,000,000 [Finsmes, Dec 2025] |
Links
PUBLIC
- Website: https://www.duvo.ai/
- Documentation: https://docs.duvo.ai/
- Blog: https://blog.duvo.ai/
- LinkedIn: https://www.linkedin.com/company/duvo-ai
- Founder newsletter (Tomas Čupr): https://tomascupr.substack.com/p/why-i-co-founded-duvoai
Executive Summary
PUBLIC
Duvo.ai is a Prague-based, AI-native automation platform built specifically for retail and FMCG operations, and it is worth attention now because it pairs an unusually pedigreed founding team with one of the largest European seed rounds of late 2025. The company emerged publicly in December 2025 with a $15 million seed round led by Index Ventures, alongside Northzone and Credo Ventures [Finsmes, Dec 2025]. The founding story traces back to Rohlik, the European online grocery operator built by co-founder Tomas Čupr; the thesis is that retail back-office work (price list updates, supplier portals, logistics exception handling) is dominated by repetitive, cross-system tasks that agentic AI can execute end to end [The Recursive]. The product is positioned as an "AI workforce" that ingests how a retail process is actually performed, not how it is documented, and then runs it across ERPs, supplier portals, and ecommerce systems [Duvo.ai]. Press reporting indicates the company is already automating processes inside multi-billion-dollar retail and FMCG groups, with paying customers on six-figure annual contracts, executed by a team of roughly fifteen people [Retail Technology Innovation Hub, Dec 2025] [Forbes]. Backers include Index Ventures, whose portfolio includes Figma, Revolut and Wiz [Duvo Blog]. Over the next 12 to 18 months, the questions worth tracking are customer count expansion beyond the initial design partners, the durability of the "goes live in weeks" deployment claim at enterprise scale, and whether transparent per-execution pricing holds up as workloads grow.
Data Accuracy: GREEN -- Confirmed by Finsmes, The Recursive, Forbes, and Retail Technology Innovation Hub.
Taxonomy Snapshot
| Axis | Value |
|---|---|
| Stage | Seed |
| Business Model | SaaS (per-execution pricing) |
| Industry / Vertical | Retail and FMCG operations |
| Technology Type | Agentic AI / workflow automation |
| Geography | Eastern Europe (Prague HQ) |
| Growth Profile | Venture Scale |
| Founding Team | Three co-founders, repeat operator-led |
| Funding | $15M Seed, Dec 2025 |
Company Overview
PUBLIC
Duvo.ai was founded in 2025 in Prague by Tomas Čupr, Martin Pecha and Marek Paris, with Čupr serving as co-founder and CEO [The Recursive] [Seedtable]. Čupr is best known as the founder of Rohlik, the European online grocery operator routinely described as a regional unicorn, and his stated motivation for starting Duvo is that retail teams spend a disproportionate share of their time inside spreadsheets and supplier portals doing work that agents can now plausibly perform [Substack: Tomas Cupr, Why I Co-Founded Duvo.ai]. The Czech-language Wikipedia entry on the company describes it as developing "autonomous AI agents whose task is the management of repetitive workflows in various enterprise systems" [Wikipedia CS].
The defining milestone to date is the company's December 2025 emergence from stealth with a $15 million seed round led by Index Ventures, with participation from Northzone and Credo Ventures [Finsmes, Dec 2025] [Leads on Trees]. Forbes Czech Republic, which titled its coverage around the end of "slavery in spreadsheets," reported that the technology is being built by a team of fifteen people and that Duvo is already automating processes inside large FMCG retail groups [Forbes]. Coverage in Retail Technology Innovation Hub characterised early commercial traction as paying customers on six-figure annual contracts inside multi-billion-dollar retail groups [Retail Technology Innovation Hub, Dec 2025].
The legal entity, cap table mechanics and exact incorporation details are not publicly available in the cited sources. What is on the record is consistent: a Prague headquarters, a 2025 founding date, a small senior team, and an unusually concentrated investor syndicate for a first institutional round.
Data Accuracy: GREEN -- Confirmed by Finsmes, Forbes, The Recursive, and Wikipedia CS.
Product and Technology
MIXED
Duvo's product is described by the company as "an AI-powered assignment platform that automates repetitive business tasks across your systems and tools" [PUBLIC] [Duvo Docs]. The marketing framing on the homepage emphasises a specific design choice: rather than automating the documented version of a workflow, the platform observes "the real steps, handoffs, and workarounds before anything gets automated" [PUBLIC] [Duvo.ai]. In practice, the company writes about agents that monitor carrier portals, parse delivery exception notifications, update expected delivery dates in SAP, and surface at-risk shipments ranked by impact, as well as agents that handle competitor price monitoring across stores, ecommerce platforms and marketplaces, and price list updates across ERP, ecommerce and supplier portals [PUBLIC] [Duvo Blog].
Two product choices are worth flagging because they distinguish Duvo from generic agent platforms. First, the company publishes that it uses real filesystems combined with ephemeral, sandboxed environments as the execution substrate for its agents, arguing this gives "deterministic state, native tool access, and the ability to chain complex multi-step workflows reliably" [PUBLIC] [Duvo Blog]. Second, pricing is positioned as a fixed price per execution rather than a token-metered model, which the company frames as letting customers put ROI "in a business case on day one" [PUBLIC] [Duvo Blog]. The company also publishes a security and privacy page within its documentation, signalling at least baseline enterprise-readiness posture [PUBLIC] [Duvo Docs].
The specific model providers, hosting topology and integration coverage list are not publicly available in the cited sources, and the underlying tech stack is not detailed in any captured job postings (no open roles surfaced at the time of research). The 40% manual-work reduction figure that appears in the company's launch post should be treated as a vendor claim until corroborated by named customers [MIXED] [Duvo Blog].
Data Accuracy: YELLOW -- Product positioning confirmed by Duvo.ai and Duvo Docs; performance claims rely on company-published material.
Market Research and Opportunity
PUBLIC
Retail and FMCG operations are an unusually attractive target for agentic AI because the work is high-volume, cross-system, and rules-bound, yet still performed largely by humans inside spreadsheets and supplier portals.
The demand drivers cited in coverage of Duvo are concrete rather than speculative. Forbes Czech Republic frames the problem as the daily "slavery of spreadsheets" inside FMCG retailers, where merchandising, pricing and logistics teams spend material headcount keeping data synchronised across ERPs, supplier portals, and ecommerce backends [Forbes]. Duvo's own product writing describes recurring pain points (price list updates across ERP, ecommerce and supplier portals; carrier portal monitoring; competitor price scraping across physical and digital channels) that are widely shared across mid-market and enterprise grocery, apparel and general-merchandise operators [Duvo Blog]. The Recursive characterises the addressable opportunity as "rewiring retail operations" and notes that the seed thesis is built around the gap between documented and actual processes inside large retailers [The Recursive].
No named third-party TAM report for retail-specific agentic automation appears in the cited research, so a precise TAM/SAM/SOM cannot be quoted without fabrication. As an analogous reference point, retail operators globally spend heavily on RPA and workflow software through incumbents such as SAP, whose Build Process Automation product Duvo positions itself directly against [Duvo Blog]. The most relevant adjacent and substitute markets are general-purpose agent platforms, low-code RPA suites embedded in ERP stacks (notably SAP Build Process Automation), and offshore business-process outsourcing for back-office retail work. Regulatory tailwinds are mixed: EU AI Act obligations apply to high-impact AI systems, and retail back-office automation is generally lower-risk under that framework, but customers in the EU will expect data residency and auditability, which Duvo addresses at the documentation level via a published security and privacy page [Duvo Docs].
| Sizing claim | Value | Source |
|---|---|---|
| Duvo seed round | $15M | [Finsmes, Dec 2025] |
| Reported team size | ~15 people | [Forbes] |
| Reported manual-work reduction | 40% | [Duvo Blog] |
| Reported early customer ACV | six-figure annual contracts | [Retail Technology Innovation Hub, Dec 2025] |
The takeaway is that Duvo is operating in a market with no need for narrative invention: incumbent retailers already pay materially for partial solutions (RPA, BPO, in-house engineering), and the opening for a vertical-specific agent platform is sized by displacement of that existing spend rather than by greenfield category creation.
Data Accuracy: YELLOW -- Sizing is inferred from comparable categories; only company-cited figures are confirmed.
Competitive Landscape
MIXED
Duvo is positioning itself as a vertical, agent-native alternative to horizontal RPA and ERP-embedded automation, with SAP Build Process Automation as the named incumbent reference point.
| Company | Positioning | Stage / Funding | Notable Differentiator | Source |
|---|---|---|---|---|
| Duvo.ai [PUBLIC] | Agent-native automation purpose-built for retail and FMCG operations | Seed, $15M (Dec 2025) | Vertical retail focus, fixed per-execution pricing, filesystem-based agent runtime | [Finsmes, Dec 2025] [Duvo Blog] |
| SAP Build Process Automation [PUBLIC] | Low-code workflow and RPA inside the SAP ecosystem | Public company product (SAP SE) | Native depth inside SAP modules used by most large retailers | [Duvo Blog] |
The segment map has three layers. At the incumbent layer sit ERP-embedded automation suites, of which SAP Build Process Automation is the most consequential for retail because so many large grocers and FMCG operators run SAP at the core; Duvo's own comparison post acknowledges this is "a legitimate product with real capabilities" but argues the boundaries become significant when retail processes "cross SAP's walls" into supplier portals, carrier sites and marketplaces [Duvo Blog]. At the challenger layer sit horizontal agent platforms and general-purpose RPA vendors, which can in principle build retail workflows but lack pre-built, opinionated processes for grocery and FMCG; this is the field Duvo's vertical thesis is implicitly attacking. At the substitute layer sit business-process outsourcing providers and internal shared-service centres, which is the work that Forbes describes as "slavery in spreadsheets" today [Forbes].
Duvo's defensible edge in the near term comes from three things: founder access to retail buyers via Tomas Čupr's Rohlik network [The Recursive], a deliberately narrow vertical surface area that lets the team ship pre-built agents for high-frequency retail tasks (price updates, supplier portals, logistics exceptions) [Duvo Blog], and an unusually concentrated investor syndicate (Index, Northzone, Credo) that gives the company hiring and follow-on credibility in Europe [Leads on Trees]. The durability of that edge depends on whether vertical depth compounds faster than horizontal players can ship retail templates, and whether the per-execution pricing model holds margin as workloads scale.
The company is most exposed where SAP customers prefer to consolidate inside the SAP estate for procurement, security and roadmap reasons, and where global RPA incumbents bundle agent capabilities into existing enterprise agreements. An 18-month scenario worth watching: Duvo wins if it converts two or three named European grocery or FMCG groups into reference customers willing to talk publicly about per-process ROI; Duvo loses ground if SAP Build Process Automation, or a horizontal agent platform with retail templates, becomes the default "good enough" choice inside large SAP estates before Duvo's design-partner motion has produced public case studies.
Data Accuracy: YELLOW -- Subject row confirmed by Finsmes and Duvo materials; competitor row drawn from a single Duvo-published comparison.
Opportunity
PUBLIC
If Duvo executes, the prize is becoming the default agentic operations layer for European retail and FMCG, a category where incumbent automation spend is already large and visibly underserved.
The headline opportunity. The single largest plausible outcome is that Duvo becomes the vertical agent platform that grocery and FMCG retailers in Europe (and eventually beyond) standardise on for cross-system back-office work. The cited evidence makes this reachable rather than aspirational for three reasons: the founding team has direct operating experience inside one of Europe's largest online grocers via Tomas Čupr's Rohlik tenure [The Recursive]; the seed syndicate (Index Ventures, Northzone, Credo Ventures) has the scale and network to fund a multi-year category build [Finsmes, Dec 2025]; and the company is already reported to be live inside multi-billion-dollar retail groups on six-figure annual contracts, which is unusual for a company that emerged from stealth in the same month [Retail Technology Innovation Hub, Dec 2025].
Growth scenarios.
| Scenario | What happens | Catalyst | Why it's plausible |
|---|---|---|---|
| European grocery standard | Duvo becomes the named automation layer for two to four top-20 European grocery groups | Public case study converting a Rohlik-adjacent operator into a reference customer | Founder network and existing six-figure ACV contracts indicate the buyer relationships exist [Retail Technology Innovation Hub, Dec 2025] |
| FMCG horizontal expansion | Platform extends from grocery into broader FMCG (beverages, household, personal care), where supplier portal and price list pain is identical | Pre-built agent library for top 10 supplier portals and carrier systems | Duvo's own product writing already targets price list updates across ERP, ecommerce and supplier portals [Duvo Blog] |
| SAP-adjacent wedge | Duvo is positioned as the cross-system layer that picks up where SAP Build Process Automation stops | Published, named comparisons against SAP at enterprise procurement reviews | The company has already published a direct comparison framing this wedge [Duvo Blog] |
What compounding looks like. The flywheel is twofold. First, every retail customer onboarded contributes process patterns (real, not documented) that feed Duvo's library of pre-built agents, which compresses time-to-live for the next customer; the company explicitly markets a "goes live in weeks" deployment posture as a differentiator [Duvo Blog]. Second, fixed per-execution pricing creates a usage-based growth curve inside each account: as more processes are migrated to agents, revenue scales with execution volume rather than seat count, which historically produces the most attractive net-revenue-retention profiles in enterprise software [Duvo Blog]. Early evidence the flywheel is starting comes from the reported six-figure ACV contracts inside large groups within months of launch [Retail Technology Innovation Hub, Dec 2025].
The size of the win. No public market-cap comparable for a vertical retail agent platform yet exists, because the category is forming. Index Ventures' portfolio context, including Figma, Revolut and Wiz, is the lens the lead investor itself invokes when describing the bet [Duvo Blog], which is a useful signal of ambition rather than a forecast. If the European grocery standard scenario plays out and Duvo reaches eight-figure ARR inside three to four years on retail and FMCG operations workloads, comparable vertical-SaaS multiples would place the company in the high hundreds of millions of dollars of enterprise value (scenario, not a forecast). The downside counterweight to that upside, including the unproven enterprise renewal motion and the SAP-incumbency risk, is treated in the private Risk Analysis and Suggested Diligence sections.
Data Accuracy: YELLOW -- Scenarios anchored to confirmed seed funding, founder background, and reported early traction; outcome sizing is explicitly scenario-based.
Sources
PUBLIC
[Finsmes, Dec 2025] Duvo Raises $15M in Seed Funding | https://www.finsmes.com/2025/12/duvo-raises-15m-in-seed-funding.html
[Retail Technology Innovation Hub, Dec 2025] AI tech powered workforce Duvo raises $15 million in Index Ventures led seed funding round | https://retailtechinnovationhub.com/home/2025/12/1/ai-tech-powered-workforce-duvo-raises-15-million-in-index-ventures-led-seed-funding-round
[The Recursive] Rohlik Executives' New Venture: Duvo.ai Raises to Rewire Retail Operations | https://therecursive.com/rohlik-founders-new-venture-duvo-ai-seed-funding-retail-operations/
[Forbes] Konec otročiny v tabulkách. Čuprův nový retailový AI startup získal 340 milionů | https://forbes.cz/konec-otrociny-v-tabulkach-cupruv-novy-retailovy-ai-startup-ziskal-340-milionu/
[Duvo.ai] Duvo , AI agents that run operations end to end | https://www.duvo.ai/
[Duvo Docs] WELCOME | Duvo Guide | https://docs.duvo.ai/
[Duvo Blog] We have raised $15 million Seed round to give retail teams an AI workforce that goes live in weeks | https://blog.duvo.ai/duvo.ai-raises-15-million-to-give-retail-teams-an-ai-workforce-that-goes-live-in-weeks-cutting-manual-work-by-40
[Duvo Blog] SAP Build Process Automation vs Agentic AI: Which Approach Wins for Retail | https://blog.duvo.ai/sap-build-process-automation-vs-agentic-ai-retail
[Duvo Blog] Transparent, Predictable Pricing Is Duvo's Differentiator | https://blog.duvo.ai/transparent-predictable-pricing-duvo-differentiator
[Duvo Blog] Enterprise Automation for Retail: Scaling Operations Without Scaling Headcount | https://blog.duvo.ai/enterprise-automation-retail-scaling-operations-without-headcount
[Duvo Blog] How to Automate Competitor Price Monitoring Across Stores, E-Commerce, and Marketplaces | https://blog.duvo.ai/how-to-automate-competitor-price-monitoring-stores-ecommerce-marketplaces
[Duvo Blog] Best Enterprise AI Workflow Automation Platforms for Retail and FMCG in 2026 | https://blog.duvo.ai/best-enterprise-ai-workflow-automation-platforms-retail-fmcg-2026
[Leads on Trees] AI Retail Automation Platform duvo.ai Raises $15M Seed Funding | https://www.leadsontrees.com/news/ai-retail-automation-platform-duvoai-raises-15m-seed-funding
[Wikipedia CS] Duvo.ai | https://cs.wikipedia.org/wiki/Duvo.ai
[Substack: Tomas Cupr] Why I Co-Founded Duvo.ai | https://tomascupr.substack.com/p/why-i-co-founded-duvoai
[WIRED CZ] Tomáš Čupr založil vlastní AI startup Duvo.ai | https://www.wired.cz/news-beat/tomas-cupr-zalozil-vlastni-ai-startup-duvoai
[TCF Capital] Duvo have raised $15 million Seed round to give retail teams an AI workforce that goes live in weeks | https://www.tcfcap.com/en-us/stories/duvo-have-raised-15-million-seed-round-to-give-retail-teams-an-ai-workforce-that-goes-live-in-weeks
Articles about Duvo.ai
- Duvo.ai Is Putting an AI Workforce Inside Europe's Grocery Aisles — Tomas Čupr's follow-up to Rohlik raised $15M from Index Ventures to take repetitive retail back-office work off human hands.