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AI automation insights and practical guides

Explore AI automation insights on costs, implementation and measurement. Find practical guides to choosing a use case and deciding what to build.

Secure healthcare administration workflow connecting intake, eligibility, authorization, scheduling, and billing
Healthcare

AI for Healthcare Administration: What Is Allowed

The clinical questions are hard and heavily regulated. The administrative ones are neither, and that is where the recoverable hours are.
July 7, 2026
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9 min read
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AI project diagnostic showing common failure points and a corrected path to production
Strategy

Why AI Projects Fail, and How to Avoid It

Almost none of these failures are technical. The model usually worked. The project died for organisational reasons that were visible early.
July 2, 2026
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9 min read
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AI consulting partner evaluation scorecard comparing evidence, architecture, risk controls, and handover
Buying

How to Choose an AI Consulting Partner

Everyone has a case study and a logo wall. Ask about the project that did not work and listen to whether the answer has any detail in it.
June 27, 2026
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8 min read
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AI project ROI framework connecting baseline costs, recovered capacity, avoided costs, and measured outcomes
Strategy

Measuring ROI on AI Projects

Recovered hours only become money if something else fills them. Most AI business cases quietly skip that step.
June 23, 2026
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9 min read
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Business data moving through protected AI systems with access, retention, and compliance controls
Security

AI Data Security and Compliance Basics

The security question is not whether AI is safe. It is which tier of which provider, under what contract, with what retention.
June 18, 2026
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9 min read
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Back office finance workflow connecting invoices, approvals, reconciliation, and reporting
Finance

Automating Back Office Finance Operations

Finance automation succeeds where the rules are clear and the exceptions are visible. That describes most of the back office.
June 13, 2026
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8 min read
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Business evaluation matrix comparing AI models by quality, cost, speed, privacy, and operational fit
Technical

Choosing a Model: A Business Buyer’s Comparison

Teams spend weeks choosing a model and days designing retrieval. The returns are almost exactly the other way around.
June 9, 2026
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8 min read
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Legal contract review workflow highlighting clauses, source verification, and lawyer approval
Legal

AI for Legal Teams: Contract Review That Holds Up

The value is in the first pass, not the final opinion. Triage at volume, with a citation attached to every claim.
June 4, 2026
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8 min read
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Focused business data passing through access, accuracy, freshness, and permission checks for an AI use case
Data

Preparing Your Data for AI (Less Than You Think)

“Get your data in order first” is often advice that delays value by two years. It is true for analytics and mostly false for workflow automation.
May 29, 2026
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8 min read
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