INSIGHTS

Implementation

Insights tagged with “Implementation”.

LONG READ·IMPLEMENTATION· 2 min read

From Shadow AI Chaos to 100+ Use Cases in Five Days

A Canadian energy firm's team was using shadow AI with no guardrails. Five days later, they'd contributed over 100 use cases and were building their own AI tools.

Aspiro AI Studio · Jun 11, 2026

LONG READ·IMPLEMENTATION· 2 min read

How AI Found $150K+ in Lost Revenue Hiding in 1,000 Contracts

A four-hour workshop led to an AI contract reconciliation pipeline that found over $150,000 in recoverable revenue across 1,000+ service contracts.

Aspiro AI Studio · Jun 10, 2026

LONG READ·STRATEGY· 1 min read

Why Most AI Strategies Fail Before They Start

The gap between AI curiosity and AI implementation is not technical. It is organizational. Here is what we see leaders get wrong, and how to fix it.

Issy · Mar 2, 2026

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