November 2024
35 posts published in November 2024
AI for Insurance Operations
Underwriting, claims processing, customer communication. AI in insurance is about speed and accuracy.
The Operational Cadence
Daily, weekly, monthly. Every AI operation needs a cadence for review, optimization, and expansion.
The Kill Criteria
When do you shut down an AI operation that is not working? Define this before you start, not after.
AI in Fitness and Wellness Businesses
Programming, client tracking, booking, retention. AI helps fitness businesses scale without losing the personal touch.
The Documentation Habit
AI operations that are not documented are AI operations that cannot be improved or handed off.
Building a Changelog for Your Operations
Tracking what changed, when, and why in your operations is essential for debugging and improvement.
AI for E-commerce Operations
Product descriptions, inventory management, pricing, customer service. AI runs e-commerce at machine speed.
AI in Professional Services
Time tracking, billing, client reporting, knowledge management. AI makes professional services firms more profitable.
The Operator Advantage
An operator with AI beats a team without it. Every time.
The Retry Strategy
When something fails, how many times do you retry and how long do you wait? The strategy matters more than you think.
Intelligence Density: The New Business Metric
How much intelligence per dollar does your business generate? This metric predicts who wins.
Why I Stopped Selling AI and Started Selling Operations
Businesses do not buy AI. They buy results. The packaging matters.
Data Normalization for Business Owners
Your data is messy. Different formats, different sources, different standards. Normalization fixes this.
AI for Construction and Trades
Estimating, scheduling, project tracking, material ordering. AI brings efficiency to the trades.
The Last Mile of AI Adoption
Getting AI to work in a demo is easy. Getting it to work in your actual business is the hard part nobody talks about.
The Vendor Lock-In Test
Before committing to any AI tool, ask these five questions about lock-in. Future you will thank present you.
From Reactive to Predictive
Most businesses react to problems. AI-powered operations predict and prevent them.
The Cold Start Problem in AI Operations
New AI systems have no data and no context. Here is how to overcome the cold start problem.
Setting Up Competitive Monitoring
Track your competitors automatically. Their ads, their content, their pricing. All on autopilot.
The Model Does Not Matter
GPT-4, Claude, Gemini. The model is a commodity. The system you build around it is the asset.
The Resource Allocation Framework
With limited budget and attention, how do you allocate resources across AI projects? This framework helps.
Why AI Operations Is Not IT
AI operations is a business function, not a technology function. This misunderstanding kills most implementations.
The Invisible ROI of AI Operations
The ROI of AI is not just in time saved. It is in mistakes prevented, opportunities caught, and decisions improved.
The Permission Problem
The biggest barrier to AI adoption is not technology. It is organizational permission to try.
Thinking in Systems, Not Solutions
Solutions fix problems once. Systems prevent problems from recurring. AI should power systems, not solutions.
Why Outcomes Beat Features
Nobody cares what AI model you use. They care what results you deliver.
Building a Creative Testing System
Systematic creative testing beats random creative generation every time. Here is the system.
The Confidence Score Concept
Not all AI outputs are equally reliable. Scoring confidence changes how you use AI across your business.
How to Build a Status Dashboard
A real-time view of your entire operation on one screen. Here is how to build it.
Automating Follow-Ups Without Being Annoying
The line between persistent and annoying is thin. Here is how to automate follow-ups that people appreciate.
The Total Cost of Ownership for AI
The purchase price of an AI tool is 20 percent of the real cost. Here is what makes up the other 80 percent.
The Audit Framework
How to audit your AI operations monthly to catch drift, inefficiencies, and opportunities.
The Circuit Breaker Pattern
When an external service goes down, your automation should not keep hammering it. Circuit breakers prevent cascading failures.
Implementing Lead Scoring: Step by Step
A complete guide to implementing AI-powered lead scoring in your business.
Understanding Throughput in Your Operations
How much work can your operation handle per hour? Per day? AI increases throughput dramatically.