Ascerta Raises $18M to Measure AI ROI
Ascerta is betting that enterprises now need to prove AI value, not just track AI usage costs.
The enterprise AI conversation is shifting from adoption to accountability.
What happened
Pay-i rebranded as Ascerta and raised an $18 million Series A led by Dell Technologies Capital. Hitachi Ventures, BGV, Wipro Ventures and existing investors also participated, bringing total funding to $22.9 million.
The company is expanding beyond AI infrastructure cost tracking. Its broader goal is to help enterprises understand how AI is being used across the organisation and whether individual projects are generating measurable business value.
Why it matters
Many companies now know how much they are spending on models, tokens and AI infrastructure. Fewer can clearly explain whether that spending improves revenue, productivity, customer experience or operational efficiency.
That gap is becoming more important as AI pilots move into budget scrutiny. Finance, technology and business leaders need a shared view of cost, usage and return. Tools like Ascerta could become useful if they connect AI consumption with actual business outcomes rather than simply producing another dashboard.
The bigger picture
Enterprise AI is entering its post-experimentation phase. Early spending was often justified by urgency and fear of falling behind. The next phase will require evidence: which tools work, which teams benefit and which initiatives should be cut. Ascerta’s raise reflects a broader move toward AI governance, cost control and return-on-investment measurement as a software category.