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Coverage, competition wins, and the story of the operational truth layer, as it happens.

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UF Warrington College of Business · July 9, 2026

Building Confidence in AI

The feature follows founder Imsulen Jamir's path from non-technical MBA student to AI founder. It traces how he built AI expertise inside the UF MBA program, why Takum pivoted from an aviation-specific tool to an industry-agnostic cost intelligence platform, and its advance to the Big Idea Competition semifinals.

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Company announcements are labeled as Takum announcements; outside coverage carries its outlet.

News2026

Takum Advances to UF Big Idea Competition Semifinals

A second University of Florida competition milestone, following the AI Days Pitch Competition win in November.

Takum announcement

News2026

Takum Expands Beyond Aviation: One Platform, Eight Industries

What began as an airline invoice audit tool is now an industry-agnostic cost control platform.

Takum announcement

Multimedia2025

The 2025 Gator Tank Winners · UF Interview

The University of Florida sits down with the Takum team after their pitch competition win.

University of Florida · YouTube

NewsNovember 17, 2025

TAKUM Wins UF AI Days Pitch Competition

Presented by the Entrepreneurship and Innovation Center at Warrington College of Business.

UF Warrington College of Business

Stories2025

The Takum Story: Finding $1.4M by Hand

Before Takum was software, it was one analyst reading airline invoices line by line. During an internship, Imsulen Jamir found $1.4 million in credit overcharges.

Takum · LinkedIn

Multimedia

Founder Spotlight · Imsulen Jamir, MBA '26

A summer internship spotlight on the school's social channels.

UF Warrington · Facebook

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