Talky Labs processed more than 1.8 million documents in its first year. Those documents, representing over €2 billion in customer spending, are not just scanned invoices [Expansion, October 2026]. They are the raw material for a specific bet: that artificial intelligence can learn the unwritten judgment of a finance team and automate the messy, company-specific work of accounting.
Founded in Madrid in 2025, the company has raised a €1.5 million pre-seed round to build what it calls an automation layer for operational finance [Expansion, October 2026]. The round was led by HelloWorld and Silence VC, with participation from Motive Force and a slate of operators including Sebastián Gunningham, the CEO of Remitly, and Paul Golbaum, former CTO of Seedtag [Expansion, October 2026]. For a young fintech in a crowded field of invoice data extractors, the investor list and early volume suggest a different kind of problem is being solved.
The judgment layer
Most automation in financial operations stops at data capture. Talky Labs starts there, but its claimed differentiation is in the next step: interpreting that data according to a specific company’s historical accounting logic. The platform is designed to learn from past decisions,how certain vendors are coded, which expenses are capitalized, how exceptions are resolved,and then apply that learned judgment at scale [Expansion, October 2026].
The company reports it can process between 86% and 93% of documents without human intervention, a range that speaks to the variability of real-world finance work [Expansion, October 2026]. The output is not just a data field but a proposed accounting entry, a reconciled bank movement, or a structured feed ready for an existing ERP system, all with a documented audit trail [Talky | AI for accounting teams and firms, retrieved 2026]. The target is the finance team or accounting firm drowning in volume but unable to relinquish control.
Why Madrid, and why now
The founding team, Jorge Beamonte and Maximilian Letón, built the company in a region with a deep pool of financial services talent but less saturation from Silicon Valley’s fintech giants. Beamonte, the CEO, was 25 when he founded Talky Labs in 2025 [Expansion, October 2026]. The operational focus is evident in early hires, which include AI Financial Engineers and a Business Developer, roles aimed at tightening the product-customer feedback loop [LinkedIn, retrieved 2026].
Market timing plays a role. European businesses, facing tightening margins and regulatory complexity, are under pressure to streamline back-office costs. Legacy ERP systems are not built for the volume or nuance of modern transaction flows. Talky’s wedge is to sit between the document deluge and the rigid general ledger, acting as a smart, compliant pre-processor.
Traction and the road to revenue
The disclosed processing metrics,1.8 million documents, €2 billion in spend,are proxies for early product-market fit, but they are not revenue [Expansion, October 2026]. The company has not named customers or disclosed pricing. Its go-to-market appears focused on deep integration with a limited number of business clients, a strategy supported by its open role for a Forward Deployed Engineer to work at customer sites [Talky Careers, October 2026].
The pre-seed capital is earmarked for supporting existing customer work, building technical infrastructure, and beginning international expansion [Expansion, October 2026]. The next logical step is converting pilot deployments into announced, referenceable enterprise contracts, likely in the Spanish market first.
The integration challenge
The most credible risk for Talky Labs is not competition from a named rival, but the sheer inertia of enterprise financial systems. Success requires deep, reliable integration with a client’s existing ERP, bank feeds, and approval workflows. Any break in that chain,a failed sync, a misinterpreted rule,erodes the trust the product is designed to build.
The company’s answer is embedded in its hiring and product claims. Roles like AI Financial Engineer suggest a focus on model robustness and explainability [LinkedIn, retrieved 2026]. The emphasis on "control, traceability and auditability" in its public messaging is a direct appeal to the risk-averse finance executive [Talky | AI for accounting teams and firms, retrieved 2026]. The bet is that superior accuracy and a clear audit trail will outweigh the perceived risk of change.
What the backers are buying
The €1.5 million pre-seed round provides an 18-month runway to prove that bet. The investor mix is notable: institutional funds like HelloWorld and Silence VC provide scale capital, while angels like Sebastián Gunningham (Remitly) and Paul Golbaum (Seedtag) bring specific expertise in scaling fintech and ad-tech platforms [Expansion, October 2026].
| Investor | Type | Notable Background |
|---|---|---|
| HelloWorld | Venture Capital | Lead investor |
| Silence VC | Venture Capital | Co-investor |
| Motive Force | Venture Capital | Co-investor |
| Sebastián Gunningham | Angel Investor | CEO, Remitly |
| Paul Golbaum | Angel Investor | Former CTO, Seedtag |
| Javier Morenés | Angel Investor | Early investor in Onum |
Their collective check is a vote for the team’s technical approach and the large, painful problem it addresses. The question for the next round, likely a seed in late 2027, will be whether Talky Labs can attach a compelling price tag to its percentage of automated documents and its billions in processed spend.
Sources
- [Expansion, October 2026] Talky cierra 1,5 millones de euros para agilizar la contabilidad de las compañias | https://www.expansion.com/expansion-empleo/emprendedores/2026/10/29/talky-cierra-1-5-millones-euros-agilizar-contabilidad-companias.html
- [Talky | AI for accounting teams and firms, retrieved 2026] Product description | https://usetalky.com/
- [Talky Careers, October 2026] Careers page | https://usetalky.com/careers
- [LinkedIn, retrieved 2026] Profile for Mert Demirel | https://www.linkedin.com/in/mert-demirel-/
- [LinkedIn, retrieved 2026] Profile for Aslıhan Kurdoğlu | https://www.linkedin.com/in/aslihan-kurdoglu/
- [LinkedIn, retrieved 2026] Profile for Nicolas Del Sol | https://www.linkedin.com/in/nicolas-del-sol-711255269/