Startup · Product & Business Development

Comcai

AI-powered call center analytics

I was co-founder and head of business development at Comcai from January to June 2025. This page documents the work from that period.

ComcaiCall Center Analytics
  • 70 / 370One of 70 startups selected from 370 Tech Istanbul applicants
  • 25+companies met one-on-one
  • 4companies in proof-of-concept processes
  • MVPproduct tested on live data

Product idea

Comcai is an AI software idea that helps businesses better understand customer interactions by analyzing call center data. The product flow has four steps: record the call, transcribe it, analyze it and surface insight.

Problem

Call centers handle a large number of conversations every day, yet most of them are never analyzed systematically.

  • Manual review is slow and error-prone.
  • Agent performance and customer satisfaction can't be measured consistently.
  • Deeper analysis such as sentiment and tone is limited in existing solutions.

Solution approach

  • Whisper-based transcription
  • Time-stamped keyword analysis
  • Sentiment and tone detection
  • AI-assisted complaint prediction
  • Real-time dashboards and reporting
  • CRM and IVR integrations

Business model

Subscription-based SaaS for SMEs; on-premise deployment and custom integrations for large enterprises and data-sensitive industries such as banking and healthcare. A Turkish-first analysis engine.

Validation in the field: meetings and PoCs

To bring the product together with real needs, I met with more than 25 companies and ran proof-of-concept processes with 4 of them. Martı Tag, İdefix, Reeder Teknoloji and Atlasnet are among the companies I worked with.

Tech Istanbul

I led the application that got Comcai into the Tech Istanbul Pre-Incubation Program. Comcai was one of 70 startups selected from 370 applicants to Tech Istanbul, Istanbul Metropolitan Municipality's startup program, and I delivered all of the jury presentations.

Process and outputs

The idea became a pitch deck covering the problem, market size, comparison with global competitors, SWOT, value proposition and roadmap. The MVP was tested on live data. You can view the deck and the intro video below.

Presentation

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Intro video