AI Strategy

580 articles

Strategy work is where most AI programs are won or lost, long before a model gets picked. This is the planning layer: how to sequence a first year, which problems justify custom work, what to centralize versus leave to teams, how to budget when pricing shifts every quarter, and how to tell a real result from a demo. Aimed at operators at $5M+ companies who have to defend the spend.

Latest in AI Strategy

The Industries Phos AI Labs Works With

Phos AI Labs works in industries where operations are the business: manufacturing, distribution, professional services, agencies, healthcare, aviation.

AI Strategy 7 min read

Is $10K/Month AI Consulting Worth It for Your Company?

A direct cost-benefit analysis of $10,000/month AI consulting for mid-market companies � what you get, what you give up, and when it produces positive ROI.

AI Strategy 9 min read

Is 90% of AI Subsidized?

Whether current AI pricing is sustainable, what the subsidy model means for your business, and how to protect your stack if pricing shifts.

AI Strategy 10 min read

AI for Invoice Reconciliation Without a Finance Tech Stack

How to cut AP reconciliation from 4–5 hours to 75 minutes using only an AI workspace — no ERP integration, no new software, no custom development.

AI Strategy 11 min read

How to Use AI for M&A Due Diligence

Where AI creates genuine leverage in M&A due diligence document review and where it breaks down for deal teams in mid-market acquisitions.

AI Strategy 10 min read

AI for Margin Review and Financial Analysis

How to use AI for margin review and financial analysis — the workflows, prompts, and guardrails for mid-market finance teams.

AI Strategy 10 min read

How to Use AI for Recruitment and CV Screening

The average mid-market founder spends 12–15 hours per hire on CV review and first-round screening. Here is the exact workflow to cut that by 70% using.

AI Strategy 9 min read

How to Use AI in Sales Without Replacing Relationships

How to use AI in sales to handle preparation and follow-up work while keeping the relationship elements where they belong — with humans.

AI Strategy 10 min read

How to Register for the Claude Certified Architect Exam

A step-by-step guide to registering for the Claude Certified Architect (CCA-F) exam: prerequisites, the registration process, scheduling, fees, and what happens after you sign up.

AI Strategy 8 min read

How to Run an AI Skills Assessment for Your Operations Team

A practical AI skills assessment any COO can run in one week: four dimensions, 20-30 minutes per person, and a development plan for each capability level.

AI Strategy 10 min read

How to Make AI Agent Communication Secure

Three threats and five security principles for multi-agent AI chains: prompt injection, scope creep, and hallucination amplification explained for.

AI Strategy 12 min read

How to Share AI Memory Across Different Models

How to build a shared context layer so Claude, GPT-4, and other models work from the same business knowledge on the same project.

AI Strategy 10 min read

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