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AI Strategy

6 articles

Request-routing diagram with four gates: audit log, jurisdiction router, input validation, and confidence band, each with distinct treatments showing pass and fail states

Financial services AI: four constraints that reshape the architecture

Generic AI patterns break in financial services. Four constraints (audit, residency, adversarial input, risk asymmetry) reshape architecture from day one.

Financial Services AIProduction AIAI Strategy
Workflow diagram highlighting automation touchpoints across business processes

What Business Processes Can Be Automated with AI in 2026

A practical guide to identifying which business processes benefit most from AI automation, from document processing to customer operations, with real implementation considerations.

Process AutomationAI Strategy
Evaluation scorecard comparing AI vendor criteria

How to Choose an AI Platform or Partner: A Practical Evaluation Guide

Evaluating AI vendors and platforms is difficult. Specific questions to ask, red flags to watch for, and criteria that separate products and firms that ship from ones that only advise.

AI AdoptionVendor SelectionAI Strategy
Cost breakdown visualization showing the four categories of AI implementation spend

AI Implementation Costs in 2026: What Companies Actually Spend

Realistic breakdown of AI implementation costs including infrastructure, development, API spend, and ongoing operations. What to budget and where companies overspend.

AI Cost OptimizationAI Strategy
Split composition showing human-AI collaboration in knowledge work

How AI Is Reshaping Professional Services

A clear-eyed look at what AI does better than consultants, what it cannot replace, and how the consulting industry is transforming. Written by a team that used to sell consulting and now ships products.

AI StrategyProfessional Services
Small business office with subtle data visualization overlay elements

AI for Small Business: When It Makes Sense (And When It Doesn't)

Small businesses are bombarded with AI promises. A practical framework for evaluating whether AI adoption is worth the investment for your company, and what to do if it is not.

Small BusinessAI AdoptionAI Strategy