Research & Analysis

ARCHIVING THE STRUCTURAL CHALLENGES OF ENTERPRISE AUTOMATION.

Case Study • Real Implementation

From Excel Hell to AI Automation

How we saved an accounting team 70+ hours per month by automating QuickBooks branch payment reconciliation. Real numbers, real ROI: $42K recovered annually.

Deep Dive • November 2025

Why F100 Companies Waste Billions on AI

Shareholder mandates, data blindness, and the IT trust gap doom enterprise AI before it starts. How mid-market companies avoid these mistakes.

White Paper • July 2025

The 95% Failure Rate: A Structural Analysis

MIT research reveals 70% of AI failures stem from organizational issues, not technology. Analysis of $47.4B in enterprise investment and what the 5% who succeed do differently.

Upcoming

The Data Blindness Problem

You can't automate what you can't find. How to map your actual data landscape before implementing AI.