The Discai Playbook: Turning Corporate Resources into Startup Advantages

Most corporate spinouts face a common challenge: how do you maintain startup speed while leveraging corporate resources? In a recent episode of Category Visionaries, Fabrice Deprez shared how Discai, an AI company spun out of KBC Group, is solving this puzzle.

Start with Proven Technology

Unlike typical startups that begin with an idea, Discai started with battle-tested technology. As Fabrice explains, “We are investing already for 15 years in cloud, ten years in AI, artificial intelligence, machine learning, and we have developed many applications. At one moment, we just recognized… that a number of these applications were quite unique on the market.”

Choose Markets Where Corporate Backing is an Asset

Instead of hiding their connection to KBC, Discai chose to enter a market where bank affiliation would be an advantage. “We are in the regulatory compliance part, which is quite securized, which is quite regulated. So as a new name, with the new people, with a new product going along in this kind of very stable and controlled environment,” Fabrice notes.

Build a Complete Organization

While many spinouts try to stay lean, Discai invested in building a full-scale organization from day one. “We had to build an organization, we had to attract people. We had to develop a commercial plan, financial plan, and just go on the market and put the name on the street,” Fabrice shares.

Focus on Industry-Wide Challenges

Rather than competing with other banks, Discai focused on challenges that affect the entire industry. “This fight against the financial crime is a common fight between all banks,” Fabrice explains. “And this doesn’t bring any commercial advantage… it’s a common obligation to do that correctly.”

Set Clear Independence Goals

From the beginning, Discai set concrete targets for financial independence. Their approach is working: “We already have our first three customers outside the group which is already positive. We have an outlook of being financially independent as of mid of next year. So two years after launch being profitable.”

Maintain Development Standards

Instead of rushing to market, Discai maintained enterprise-grade development practices. “On the program that we are bringing on the market, we are already developing for five years. So the first three years it was purely development and then two years of testing, tuning, until the algorithms were delivering the result that we wanted,” Fabrice notes.

Plan for Global Scale

While starting with their parent company’s network, Discai planned for global expansion from day one. They’re already “throughout all Europe visible, present and discussing with a lot of banks” and will “move to Canada US as of end of the summer.”

Key Lessons for Spinout Founders

Discai’s experience offers valuable insights for founders spinning out companies:

1. Choose markets where corporate backing enhances credibility
2. Build complete organizations rather than staying artificially lean
3. Focus on industry challenges rather than competitive advantages
4. Set clear independence milestones
5. Maintain enterprise development standards while moving at startup speed

Their rapid progress – visiting 26 banks in their first year and projecting profitability in year two – suggests that corporate resources, when properly leveraged, can actually accelerate rather than slow down a startup’s growth.

The key is choosing the right market and positioning. In highly regulated industries where trust and stability matter more than disruption, corporate backing can be a powerful advantage rather than a liability.