Salesforce Insights & Best Practices

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Jun 10, 2026

Stop Calling It "Cleanup": How to Fund Salesforce Tech-Debt Remediation as an ROI Project Your CFO Will Actually Approve

Salesforce technical debt remediation ROI, modeled for a CFO: reclaimed hours, faster releases, restored reports, and the AI project it unblocks.

Scott Ohlund

Salesforce technical debt

Jun 3, 2026

8 min read

The Salesforce Field Graveyard: What 300 Dead Fields Are Quietly Costing You Every Quarter (and How to Clear Them Out Without Breaking Anything)

How to clean up a messy Salesforce org without breaking reports: a deprecate-before-delete method to clear 300 dead fields and end the quiet bloat tax.

The Data Readiness Audit: The Engagement That Decides Whether Your AI Helps Customers or Confidently Misinforms Them

A Salesforce data readiness audit decides whether your AI agent helps customers or confidently misinforms them. Here's the 5-step go/no-go playbook.

Scott Ohlund

Salesforce data readiness audit

May 20, 2026

8 min read

Salesforce's 80% AI Resolution Rate Is Completely Real, and Completely Useless to You

Salesforce's 80% Agentforce resolution rate is real but useless to you. What actually drives AI ROI, and why your knowledge base is the real lever.

The 2-Week, Near-Zero-Cost Agentforce Pilot: Prove It Before You Sign a Consumption Commit

An Agentforce pilot before buying lets you prove cost-per-resolution on your own data in 2 weeks, before you sign a budget-risking consumption commit.

Native, MuleSoft, or Headless? A Mid-Market Decision Tree for Matching Architecture to Complexity, Not Ambition

Composable architecture vs native Salesforce for SMB: a mid-market decision tree for when to stay native, when MuleSoft fits, and when composable is a trap.

Scott Ohlund

composable architecture

Apr 29, 2026

8 min read

Salesforce Consultant vs. Full-Time Admin: Which One Your Business Actually Needs (and What Each Really Costs)

Salesforce consultant vs admin hire: a CEO's cost-and-decision guide for 10-500 person firms. What each really costs and which one your org actually needs.

Headless 360 Won't Save Your Business: It Will Expose Every Mess You've Been Ignoring

Salesforce Headless 360 for SMB doesn't fix a messy org. It multiplies it. Why duplicates and sloppy permissions become live risks, and how to prep first.

Stop Paying for Seats Nobody Logs Into: Salesforce as Your Orchestration Engine, Not Your Destination

Salesforce consumption pricing vs per-seat: why mid-market should expose CRM in Slack and AI tools and stop buying seats nobody logs into.

Scott Ohlund

Salesforce consumption pricing

Apr 20, 2026

8 min read

Salesforce Headless 360, Explained for a 50-Person Company (Not an Enterprise)

Salesforce Headless 360 explained for lean teams: run Salesforce as a back-end engine behind Slack, your site, and AI so you stop paying for unused seats.

Scott Ohlund

Salesforce Headless 360

Apr 15, 2026

8 min read

The Agentforce Readiness Scorecard: 5 Levels From "CRM Mess" to "Agent-Ready"

An Agentforce readiness assessment scores your data, identity, knowledge, and permissions across 5 levels, from CRM Mess to Agent-Ready.

The One-Page AI Control Checklist Your Board Will Ask For: The Einstein Trust Layer in Plain English

An AI agent governance checklist that maps the Einstein Trust Layer into one board-ready control sheet: what your AI can say, do, and how you prove it.

Keep Your Data Where It Lives: When Zero-Copy Saves Real Money, and When It Quietly Doesn't

Salesforce Zero-Copy data federation cost, decoded: when querying Snowflake/BigQuery in place saves money, and when two compute bills make copying cheaper.

Your Unstructured Data Is the Moat ChatGPT Can't Copy: How to Ground Agents in Your Proposals, SOWs, and Support Notes

Off-the-shelf AI is a commodity. Learn how to ground AI agents on company data (your proposals, SOWs, and support notes) into a moat rivals can't copy.

The 3 to 4 Agentforce Use Cases That Actually Work for a 50-Person Company (Skip the Moonshots)

The real Agentforce use cases for small business: case deflection, lead qualification, meeting prep. Skip the enterprise digital-workforce fantasy.

When You Should Stay on HubSpot: From a Salesforce Architect Who Implements Both

HubSpot vs Salesforce for mid-market: a Salesforce architect's stay-or-switch framework, real 3-year TCO math, and when migrating is a costly mistake.

Scott Ohlund

HubSpot vs Salesforce

Mar 4, 2026

8 min read

Stop Over-Customizing Salesforce: You're Building the Technical Debt That Will Sink Your Next AI Project

Salesforce customization technical debt is the brittle mess that quietly sinks your next AI project. Hold this configure-vs-customize line instead.

Scott Ohlund

Salesforce customization technical debt

Feb 18, 2026

8 min read

The Honest 3-Year Cost of Salesforce for a Company Your Size (Worked Math for 40 and 150 People)

The real Salesforce total cost of ownership for a small business isn't the per-seat price. See worked 3-year math for 40- and 150-person companies.

Decoding Agentforce Pricing: A CFO-Ready Model for Flex Credits, Pay-Per-Resolution, and the Token Trap

Decode Agentforce pricing cost: Flex Credits vs pay-per-resolution, one monthly forecast for SMBs, and the token trap that quietly triples your bill.

It's "Data 360" Now, Not "Data Cloud," and the Rename Tells You Exactly Where Salesforce AI Is Headed

Data Cloud renamed Data 360: why the rebrand signals your data layer is now the product that makes Salesforce AI agents trustworthy.

Your AI Agent Is Going to Fail, and It Won't Be the AI's Fault

Why do AI agent projects fail? Not the model. It's dirty, ungoverned CRM data. A Salesforce architect on data readiness as risk reduction for SMBs.

Salesforce Just Walked Back Fully Autonomous AI Agents, and That's the Best News a Cautious SMB Will Get All Year

Are Agentforce AI agents fully autonomous? No. Salesforce now bounds them with scripted guardrails plus LLM reasoning. Here's why that's a win for SMBs.

Scott Ohlund

Agentforce