AI-Assisted Sales Tool · Exotel

Total Cost of Ownership Calculator

An AI-assisted, web-based TCO calculator that transformed a complex Excel model into a customer-facing experience — cutting sales quotation turnaround from 2 hours to under 5 minutes.

2 hrs 5 min
Quotation turnaround time
100%
Sales-org adoption
3
AI tools in the build stack
The Problem

A complex Excel model was slowing the sales motion

The sales team at Exotel was facing significant operational bottlenecks while creating and sharing Total Cost of Ownership (TCO) calculations with prospects.

The entire process depended on a highly complex Excel sheet that required manual intervention and technical understanding. As inbound prospects increased, the team struggled to scale the process efficiently.

  • Complex calculations that were difficult for sales teams to explain and operate
  • Heavy dependency on Excel formulas and interconnected fields
  • Manual effort required to prepare the sheet before sharing externally
  • Time spent hiding formulas, internal fields, and sensitive calculations
  • No customer-friendly interface for prospects to self-understand pricing and channel requirements
Impact of the Problem

Inefficiency that hit velocity and experience

The bottlenecks directly impacted sales velocity and the prospect experience.

  • Up to 2 hours spent generating and validating a single TCO quotation
  • Delays in sharing proposals slowed the entire sales cycle
  • Prospects lacked transparency and clarity around pricing calculations
  • Sales productivity dropped significantly due to repetitive manual work
  • Scaling outbound campaigns using the calculator became nearly impossible
Solution Designed & Implemented

A simple, customer-facing web calculator

I designed and built a web-based TCO Calculator that simplified the entire process for both the sales team and prospects — transforming a complicated backend Excel model into a simple, intuitive, customer-facing experience.

  • Converted the complex Excel-based TCO model into an interactive web application
  • Simplified the user experience with drag-and-drop and minimal-input fields
  • Automatically calculated core requirements and cost comparisons:
    • Required channels
    • Call estimations
    • Infrastructure requirements
    • Total cost of ownership comparison between Exotel and Telco lines
  • Created a dedicated customer-facing screen that could be shared directly with prospects
  • Removed the need for manual formula hiding and Excel cleanup
My Role & Execution

End-to-end ownership, independently driven

I independently drove the end-to-end execution of the project — from workflow design through AI-assisted build.

Product & Workflow Design

  • Identified the mandatory input fields required for accurate calculations
  • Mapped backend formulas to relevant frontend inputs
  • Simplified the calculation flow to make it understandable for non-technical users
  • Designed separate internal and customer-facing workflows

AI-Assisted Development

  • Claude — structured formulas, mapped logic, and generated calculation workflows
  • ChatGPT — UI/code iteration and project structuring
  • Lovable — refined the frontend UI and improved the customer experience layer
Claude · logic & formulas
ChatGPT · UI & structure
Lovable · frontend polish
Outcome & Business Impact

Adopted across the sales organisation

The solution was successfully adopted across the sales org and became an active part of Exotel's sales motion.

Reduced TCO quotation turnaround from 2 hours to under 5 minutes

Enabled sales teams to instantly share live TCO calculations with prospects

Improved sales efficiency and reduced manual operational dependency

Increased scalability for outbound and demand generation campaigns

Simplified complex infrastructure pricing into a transparent, customer-friendly experience

Enabled faster decision-making for prospects during sales conversations

Today, the calculator is actively used by the sales team to accelerate customer discussions and simplify pricing consultations at scale.