Tidio Labs Research

Evidence before adoption.

Independent research on how companies actually put AI to work. Written by the team that deploys it, sourced line by line, free to read.

Original research from the Tidio Labs teamFree to read online
Shadow AI: From Hidden Habit to Deliberate Strategy
LatestAugust 2026

Shadow AI

From Hidden Habit to Deliberate Strategy

Between 50% and 90% of employees already use unapproved AI at work. This briefing turns that hidden habit into a deliberate strategy — diagnosing shadow AI, working through tolerate vs. build vs. buy, and setting the guardrails for AI that acts.

50–90%
of employees already use unapproved AI at work
$670K
in extra breach costs for organizations with high shadow AI
20%
of breached organizations were compromised through shadow AI
Bart Turczynski45 sourcesWeb, PDF, EPUB
Read the report

Why we publish these

Tidio Labs deploys AI for a living. The reports are what we learn doing it, written down and sourced.

  1. 01

    Original research

    Primary data and original benchmarks, not a summary of what everyone else already published.

  2. 02

    Every claim sourced

    Dozens of cited sources per report, so you can check the numbers instead of taking our word for them.

  3. 03

    Written by operators

    Written by the people who build and deploy these systems, not by a content team working from a brief.

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