Tonic3 | Insights

The 90% Cliff: What comes next for Tech Leaders after Saaspocalypse?

Written by Ale Sanchez | Apr 8, 2026 9:59:42 PM

The data is in, and it’s a contradiction that should keep every Director up at night.

On one hand, we’re witnessing Saaspocalypse: 35% of teams are already replacing SaaS seats with custom AI builds. On the other hand, Gartner predicts a staggering 60% abandonment rate for GenAI projects through 2026.

We are killing off the old vendors to build our own tools—only to abandon those tools before they ever reach the finish line.

As a leader caught between the pressure to innovate and the mounting risk of "Shadow AI," you have to ask: Are we building a future-proof ecosystem, or just a pile of expensive experiments?

 

What comes next for Tech Leaders after Saaspocalypse?

 

The "Vibe Coding" Gap

There is a massive capability gap between "vibe-coding" a tool and shipping enterprise software. It’s easy to get a prototype to 90% functionality. But who is on call at 2:00 AM when those "vibes" hit a logical edge case or a data residency violation?

Enterprise-grade isn't about the first 90% of the build; it’s about the final 10% that ensures security, scalability, and confidence to that that final solution will be widely adopted to have an impact on the business objective. 

 

 

Is Your Team Working in the Shadows?

We know that over half of employees admit to using unauthorized AI at work. They aren't trying to be "rogue"—they are just trying to be productive. When company-provided tools are painfully clunky or incomplete, compare to what they can find via a niche agentic "teammate", they will choose the path of least resistance every time. And in many cases, believe they are doing good for the company by being more efficient.

This brings us to a critical crossroads for a CIO's 2026 roadmap. As we see a "shut it down" undercurrent growing within governance circles, we have to pose the harder questions:

  • The Innovation Question: If you lock down every unauthorized tool, will you protect the company, or will you simply frustrate your brightest talent into a productivity stall?
  • The Adoption Question: Why do your teams prefer the "rogue" tools? Is it a lack of training, or a fundamental failure in the UX of your internal AI ecosystem?
  • The Governance Question: When you bypass a SaaS vendor to save on seat fees, are you prepared to inherit the full weight of GDPR, SOC2, and data liability?

 

The Poll: Where do you stand?

We’re tracking the shift from "SaaS-reliant" to "Custom-built." We want to know how your organization is navigating this era of Shadow AI. Click to cast your vote. 

CAST YOUR VOTE BELOW:
What % of your team do you suspect is "Guilty" of BYOAI (Bring Your Own AI)?

 



Moving From Vibes to Foundation

Widespread ROI doesn't come from the newest model; it comes from widespread adoption. And adoption comes from usability.

You don’t need to stop building; you need to stop building on shaky ground. The solution isn't to fight the battle of locking everything down—it’s to create internal tools and governance processes that people actually want to use.

When you hit that 90% mark and find yourself standing at the base of the enterprise-grade cliff, don't rely on vibes. Seek the architecture that ensures your implementation actually sticks.

 

 Are you ready to clear the path? 

 Feel like discussing this further? Hop into the Linkedin chat with CEO Joe Edwards.