Thinking on AI, CRM, and Revenue Systems

Practical frameworks and honest takes for financial services firms evaluating AI.

Framework

Is Your Problem Ready for an AI Agent?

Most companies ask whether AI can do something. The better question is whether the problem is ready for AI to do it well. Introducing the RADAR framework.

8 min read · 2025-01-15

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Tax and Bookkeeping

AI for Client Onboarding in a Bookkeeping Practice - What Changes

Onboarding a new bookkeeping client involves a predictable set of steps that most practices still handle manually. Here is what the AI-assisted version looks like.

5 min read · 2025-02-01

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Governance

AI Governance for Small Financial Services Firms - What You Actually Need

Governance sounds like an enterprise concern. It is not. Every firm deploying AI needs three things in place before they go live. Here is what they are.

5 min read · 2025-02-01

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Mortgage

AI for Lender Matching - From Spreadsheet to Intelligent Recommendation

Matching a client to the right lender involves dozens of variables most brokers hold in their heads. Here is what happens when that knowledge is structured and AI-assisted.

6 min read · 2025-02-01

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Insurance

AI for Policy Comparison - From Manual Research to Intelligent Recommendation

Comparing policies across carriers is slow, inconsistent, and entirely manual in most brokerages. Here is the architecture that changes that.

5 min read · 2025-02-01

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Insurance

What Applied Epic Plus AI Actually Looks Like in Practice

Applied Epic is the system of record for most independent brokerages. Here is how AI layers on top of it without ripping anything out.

7 min read · 2025-02-01

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Proof

I Built This for My Own Financial Services Practice First

Before building AI for clients I built it for my own firm. Here is what the process actually looked like - the workflow chosen, the data challenge hit, and what is running in production now.

7 min read · 2025-02-01

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Framework

Copilot vs Autopilot - Where AI Should and Should Not Make Decisions in a Financial Services CRM

Not every decision should be automated. Not every decision needs a human. Here is a practical guide to knowing which is which in financial services workflows.

6 min read · 2025-02-01

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Architecture

The CRM AI Architecture for Financial Services Firms - A Visual Guide

What AI layered on top of CRM actually looks like for an insurance broker, bookkeeping practice, or wealth manager. A visual breakdown of every layer.

7 min read · 2025-02-01

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Tax and Bookkeeping

Deadline Intelligence - How AI Keeps a Tax Practice From Dropping Balls

Missing a filing deadline is not just a client service failure - it has financial and regulatory consequences. Here is how AI changes deadline management.

5 min read · 2025-02-01

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Tax and Bookkeeping

The Document Collection Problem - Why Tax Season Does Not Have to Feel Like This

Chasing clients for documents is the defining pain of every tax practice. AI does not eliminate the problem but it fundamentally changes it.

5 min read · 2025-02-01

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Process

What a Four-Week AI Engagement Actually Looks Like

Week by week. What gets assessed, what gets built, what gets handed over, and what your team can operate independently when it is done.

5 min read · 2025-02-01

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Mortgage

What HubSpot Plus AI Looks Like for a Mortgage Brokerage

HubSpot is the CRM of choice for many independent mortgage brokers. Here is the specific AI layer that makes it significantly more productive.

6 min read · 2025-02-01

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Insurance

Why Insurance Brokerages Are Sitting on an AI Goldmine They Cannot Access

The operational data inside a brokerage CRM is rich enough to power serious AI. Here is what is stopping most firms from getting there.

6 min read · 2025-02-01

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Mortgage

The Application Status Problem - Why Mortgage Clients Feel Ignored

Clients want to know where their application stands. Brokers do not have time to update everyone. AI closes that gap without adding staff.

5 min read · 2025-02-01

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Insurance

The Renewal Workflow - Where AI Saves an Insurance Brokerage 10 Hours a Week

Manual renewal tracking is the single biggest time drain in most brokerages. Here is what changing it actually looks like.

6 min read · 2025-02-01

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Framework

The Three Questions to Ask Before Any AI Build in Financial Services

Most AI projects in financial services fail for reasons that were visible before the build started. These three questions surface them.

4 min read · 2025-02-01

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Services

What a Fractional CTO Actually Does for a Financial Services Firm

Not advisory. Not just development. The full stack - from diagnosis to deployment - and why small financial services firms need this more than they need another consultant.

5 min read · 2025-02-01

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Tax and Bookkeeping

What Xero Plus AI Looks Like for a 10-Person Bookkeeping Practice

Xero handles the numbers. AI handles the decisions around them. Here is what that combination looks like in a small practice that cannot afford to add headcount.

6 min read · 2025-02-01

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Framework

Is Your Problem Ready for an AI Agent? (Quick Read)

A concise RADAR guide for evaluating if a workflow is ready for agent-based AI in production.

4 min read · 2025-01-22

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