The promise of generative AI in professional services often centers on a single task: drafting a contract, summarizing a meeting, or answering a client query. For Joris Van Der Gucht, that is the wrong unit of analysis. The real problem, he argues, is not the individual task but the entire workflow, the institutional knowledge locked inside a senior partner's head that the firm cannot reliably scale. His startup, Ravical, is betting that the right wedge is not a chatbot, but an operating system for the firm itself [Tech.eu, October 2026].
Founded in Ghent in 2025, Ravical sells what it calls "Organisational AI" to accounting, tax, and advisory firms. Its software is designed to convert a firm's collective expertise into reusable, domain-specific workflows that AI agents can execute within existing email, CRM, and document systems [ravical.com]. The goal is explicit: to decouple a firm's growth from its headcount. With over $25 million in total funding and a footprint across more than 100 practices in Belgium, the Netherlands, and the UK, Ravical is attempting to define a new category between generic AI tools and vertical-specific software [Consultancy.uk, August 2026] [City A.M., October 2026].
The Wedge: An AI Layer, Not a Replacement
Ravical's differentiation rests on a nuanced understanding of its buyers' fears. Professional services firms are built on trust, oversight, and liability. A tool that replaces the expert is a non-starter. Instead, Ravical positions its agents as a force multiplier that works under human supervision. The platform ingests a firm's proven methods for handling a complex tax filing or a client audit, codifies those steps into a workflow, and then allows junior staff or the AI itself to execute the bulk of the preparatory work [Consultancy.uk, May 2026].
The company's flagship product, the Advisory Workspace launched in May 2026, is built for this paradigm. It enables firms to run client engagements end-to-end through pre-built or custom workflows, with the AI preparing drafts and documentation for final expert review. Perhaps more ambitiously, it is designed to support pricing models based on client outcomes rather than billable hours, aligning the firm's incentives with the efficiency gains the AI provides [Consultancy.uk, May 2026].
A Founder Who Has Scaled This Hill Before
Investor confidence in Ravical is heavily anchored in the track record of its CEO, Joris Van Der Gucht. He is the former co-founder of Silverfin, a cloud-based accounting automation platform that was acquired by Norwegian software giant Visma in 2023 for a reported €300 million [SilverFin company information, funding & investors | Dealroom.co, September 2023]. That experience gave him a front-row seat to the digitization of accounting workflows and, presumably, a network of potential customers and a clear view of the market's next pain point.
He is joined by co-founders with deep technical chops. CTO Ken Bastiaensen is described as an experienced AI builder and systems engineer, while CPO Benjamin Vandermarliere holds a PhD in physics and has published research on machine learning and economic networks [Ravical, May 2025]. This combination of domain-specific exit experience and AI research credentials forms a compelling foundation for the company's technical ambitions.
| Founder | Role | Key Background |
|---|---|---|
| Joris Van Der Gucht | CEO | Co-founded Silverfin (acquired by Visma for ~€300M in 2023). |
| Ken Bastiaensen | CTO | Experienced AI systems engineer; former Silverfin employee. |
| Benjamin Vandermarliere | CPO | PhD in physics; published AI and data mining researcher. |
Funding and Early Traction
Ravical has moved quickly, securing significant capital to build its team and platform. A €7.3 million pre-seed round led by Lakestar in May 2025 was followed by a $17 million seed round in October 2026 led by MMC Ventures, with participation from Lakestar, Pitchdrive, and Shapers [Tech.eu, October 2026] [Ravical, May 2025]. The company reported having 30 full-time-equivalent staff as of August 2026 [Consultancy.uk, August 2026].
The early customer base of "more than 100 practices" suggests initial product-market fit, though the nature of these engagements,whether they are paid pilots, full deployments, or something in between,is not detailed in public reports. The geographic concentration in the Benelux region and the UK is a logical starting point, leveraging the founders' networks and the regulatory familiarity of those markets.
The Risks in a Regulated Field
For all its promise, Ravical's bet faces substantial headwinds. The company is navigating a landscape defined by professional liability, strict data privacy regulations, and deeply ingrained client relationships. The risks are not merely technical but procedural and cultural.
- Auditability and control. The platform's value depends on firms trusting its agents with sensitive client data and complex processes. Ravical emphasizes built-in access controls, human oversight, and audit trails, but convincing risk-averse partners to cede control will be a continual sales hurdle [ravical.com].
- Integration depth. The promise of working within existing systems is a double-edged sword. Deep, reliable integrations with a myriad of practice management, CRM, and document systems are costly to build and maintain, and any fragility directly impacts the user's trust.
- The change management problem. Perhaps the largest obstacle is organizational. Shifting a firm from a billable-hour model to an outcome-based pricing system, enabled by AI, requires a fundamental change in business philosophy, not just a new software subscription.
Ravical's most plausible answer to these challenges is its founding team's DNA. Van Der Gucht has already scaled software through the skeptical, compliance-focused world of accounting. The bet is that this experience translates to navigating the adoption curve for a more ambitious, AI-native layer.
The Next Twelve Months
The recent seed round provides a multi-year runway to refine the product and expand its reach. The immediate focus will likely be on deepening penetration within its initial vertical of accounting and tax firms, while selectively exploring adjacent professional services like legal and insurance [Tech.eu, October 2026]. Key milestones to watch will be published case studies demonstrating measurable time or cost savings for clients, and any announcements of partnerships with major practice management software providers.
For the professional services firms Ravical targets, the standard of care today is a paradox. It is simultaneously high-touch and inefficient, reliant on the heroic efforts of experienced professionals who must constantly reinvent the wheel for each client. Junior staff learn through apprenticeship, and institutional knowledge remains fragmented. Ravical is attempting to treat this systemic condition, not with a point solution for a single task, but with a new infrastructure for the firm itself. Its success will be measured not in flashy demos, but in whether it can make the expert firm sustainably scalable, without diluting the expertise that defines it.
Sources
- [Tech.eu, October 2026] Ravical raises $17M to break the link between accounting firms’ growth and hiring | https://tech.eu/2026/10/29/ravical-raises-17m-to-break-the-link-between-accounting-firms-growth-and-hiring
- [ravical.com] Ravical, https://ravical.com/
- [Consultancy.uk, August 2026] Ravical enhances AI platform evolution for accountancy firm trust | https://www.consultancy.uk/news/amp/45338/ravical-enhances-ai-platform-evolution-for-accountancy-firm-trust
- [City A.M., October 2026] AI startup Ravical bags £12m to power accountancy’s private equity boom | https://www.cityam.com/ai-startup-ravical-bags-12m-to-power-accountancys-private-equity-boom/
- [Consultancy.uk, May 2026] Ravical launches platform for consultancies considering life after the billable hour | https://www.consultancy.uk/news/43979/ravical-launches-platform-for-consultancies-considering-life-after-the-billable-hour
- [Ravical, May 2025] Ravical secures €7.3M to make expert firms AI-first | https://ravical.com/blog/ravical-secures-7.3m-to-make-expert-firms-ai-first
- [SilverFin company information, funding & investors | Dealroom.co, September 2023] Silverfin acquisition by Visma | https://app.dealroom.co/companies/silverfin
- [Consultancy.uk, August 2026] Ravical enhances AI platform evolution for accountancy firm trust | https://www.consultancy.uk/news/amp/45338/ravical-enhances-ai-platform-evolution-for-accountancy-firm-trust