The Credal Pivot: How Clear Negative Feedback Accelerated Their Path to Product-Market Fit

Most startups die a slow death of incremental improvements. But in a recent Category Visionaries episode, Credal founder Ravin Thambapillai shared how brutally honest customer feedback helped them pivot quickly to a winning product.

The Moment of Truth

During a pilot with a 100-200 person company, Credal’s executives watched a video that would change their company’s direction. As Ravin recalls: “He took a video of this exec meeting at the end of the pilot, and he asked everyone in the room, tell me, how much would you pay for this piece of software? This is a 100 to 200 person company. So we were thinking we would charge $2,000 a month.”

The responses were devastating: “The execs are like, well, maybe I’d pay like $20 a month. Maybe I’d pay $10 a month.” They were off by two orders of magnitude.

Why Clear Negative Feedback is Valuable

Rather than trying to salvage the product, this definitive feedback accelerated their pivot. Ravin explains: “If they’d said, oh, we’d spend $200 a month or $300 a month, maybe we would have continued barking down that wrong tree… The fact that we were so far off from what could plausibly work actually accelerated our realization that, okay, this was not going to work.”

Finding the Hidden Signal

The key insight came from analyzing their sales conversations. “Our original thesis that the security problem is really big. That’s come out time and time again in the sales process. What has not come out is that anyone cares about an AI chief of staff,” Ravin notes.

They had stumbled upon a crucial realization: while customers weren’t interested in their main product, they consistently showed interest in a secondary feature. This led to their pivot to AI security.

The Power of Quick Decisions

Instead of spending months trying to improve their original product, Credal made a decisive shift. As Ravin reflects: “From my perspective, pretty much everything we’re doing right today is something that at some point in the past, we were doing wrong… Maybe the sort of takeaway from that is that actually the most important thing to do right is to actually sort of be reflective, embrace the reality of what’s not working, and then act decisively to course correct.”

Validating the New Direction

To test their new focus on AI security, they sent out 50 emails. The response was immediate and telling: “Two of them got responses like one from Checker and one from this big pharmaceutical company that we’re also working with.” This quick validation contrasted sharply with their previous outreach attempts, where “we sent probably 100 emails for that product… And none of those got any responses.”

The Framework for Deciding to Pivot

Ravin’s experience suggests three key indicators that it’s time to pivot rather than iterate:

1. Order-of-magnitude feedback: When customer valuations are dramatically lower than your target price
2. Consistent secondary interest: When customers consistently express interest in a feature that isn’t your core product
3. Quick market validation: When a new direction gets immediate positive response compared to previous attempts

The Results

The pivot proved transformative. Today, Credal is “growing at like 20% to 30% per month” and signs “a new household name business every two or three months.” They process “over a million LLM queries every month” with just a five-person team.

For founders facing their own pivot decisions, Credal’s experience shows the value of embracing clear negative feedback rather than trying to optimize a fundamentally flawed product. Sometimes, the fastest path to product-market fit is acknowledging when you’re building something customers simply don’t value enough.