1-i.ai Introduces Free Tool to Measure AI Costs

New calculator helps enterprises understand the true financial impact of production AI

Apr. 6, 2026 at 1:46pm

Got story updates? Submit your updates here. ›

One Intelligence (1-i.ai) has launched a free Total Economic Impact Calculator to help organizations evaluate the financial and operational benefits of standardized AI infrastructure. The calculator builds on 1-i.ai's AI Control Plane, a platform designed to help enterprises build, publish, and operate production AI applications with speed, reliability, governance, and visibility.

Why it matters

As enterprise AI adoption accelerates, organizations face growing challenges in moving AI from pilot to production, including fragmented systems, limited visibility, and rising costs. The 1-i.ai platform and calculator aim to provide the operational foundation and economic clarity required to scale AI with confidence.

The details

The 1-i.ai Total Economic Impact Calculator is designed to help enterprise teams estimate avoidable AI costs across models, agents, and operations. It enables organizations to model potential savings in areas like model and provider spend optimization, engineering productivity, reliability and incident response, and governance overhead. By consolidating orchestration, routing, governance, and observability, the 1-i.ai platform allows teams to operate AI as a managed system rather than a collection of isolated services.

  • The 1-i.ai platform and calculator were introduced on April 6, 2026.

The players

One Intelligence (1-i.ai)

A company that provides a unified platform to help enterprises build, publish, and operate production AI applications with speed, reliability, operational discipline, governance, and visibility.

Deepesh Desai

The founder of 1-i.ai.

Got photos? Submit your photos here. ›

What they’re saying

“AI investments are growing at a rapid pace, and those investments need to be strategic, not surprising”

— Deepesh Desai, Founder, 1-i.ai

What’s next

The 1-i.ai AI Control Plane platform is now available for enterprises, enterprise design partners, pilots, and production deployments. The free Total Economic Impact Calculator is available at https://1-i.ai/roi, and platform demos can be requested at https://1-i.ai.

The takeaway

The 1-i.ai platform and calculator aim to help enterprises move beyond the challenges of fragmented AI systems and limited visibility, providing the operational foundation and economic clarity required to scale AI with confidence and success.