
VTechFusion Team
VTechFusion Technologies
Rillet's $100 million raise, led by Iconiq with a16z and Sequoia participating, is genuine venture conviction that ERP can be rebuilt AI-first. For finance and operations leaders actually evaluating options, here's a framework beyond either side's marketing pitch.
Where AI-Native Startups Have a Genuine Structural Advantage
- Greenfield implementations — a business without years of accumulated customization and integration debt in an incumbent system can genuinely benefit from an AI-native platform's unconstrained design
- Workflows that are fundamentally AI-interaction-driven (natural-language financial queries, automated reconciliation) tend to work better on a platform designed around that interaction pattern from the start, rather than retrofitted onto a traditional forms-and-fields UI
Where Incumbents Still Have a Genuine, Non-Marketing Advantage
- Depth of pre-built integrations with the rest of a typical enterprise's software stack — decades of ecosystem partnerships and certified integrations are hard for any startup to match quickly, regardless of AI architecture quality
- Regulatory and compliance track record across multiple jurisdictions — a newer platform, however well-designed, has less audited history for auditors and regulators specifically to reference
- Migration risk for an existing customer is real and asymmetric — a business already running on an incumbent platform faces genuine switching cost that a business without an existing ERP doesn't
A Practical Decision Framework
If you're implementing ERP for the first time or fundamentally replacing a failed prior implementation, an AI-native challenger deserves serious, direct evaluation alongside incumbents, not dismissal as unproven. If you're already running a mature incumbent implementation, the migration cost bar for switching should be weighed honestly against the AI-native capability gain — which for many established, working implementations, won't clear that bar yet, even as the technology matures.
Frequently Asked Questions
When does an AI-native ERP startup make the most sense to evaluate seriously?
For greenfield implementations (no existing system with accumulated customization) or workflows that are fundamentally AI-interaction-driven, where an AI-native platform's unconstrained design is a genuine structural advantage over an incumbent retrofitting AI onto established architecture.
What advantages do incumbent ERP vendors still have over AI-native challengers?
Depth of pre-built integrations across the enterprise software ecosystem, a longer audited regulatory and compliance track record across jurisdictions, and — for existing customers specifically — the real switching cost of migration, which often outweighs the capability gain from a newer platform.
Enjoyed this article?
Get new articles delivered to your inbox — no spam, unsubscribe anytime.
Ready to Build Something Great?
Let's turn your idea into a product. Book a free 30-minute discovery call with our team — no commitment, just clarity.
