AI, CLI & MCP

WHY AI STILL NEEDS A SALESFORCE ORG BASELINE.

AI can suggest Salesforce changes quickly. Those suggestions are far more useful when there is a documented baseline of fields, permissions, and automation to reason from. A baseline does not slow AI down — it gives it, and you, something solid to stand on.

Read-only diagnostics · Review-ready workbooks · No package install · No Connected App

01 — The Missing Reference

AI REASONS FROM CONTEXT IT CAN SEE.

When an AI assistant suggests a Salesforce change, it reasons from whatever context it has at that moment. If that context is partial — a screenshot, a single object, a pasted export — the suggestion is only as good as that slice of the org.

A baseline closes that gap. It is a documented snapshot of how the org is configured now: fields and objects, permissions and FLS, and automation. With it, both the AI and the person reviewing its output are reasoning from the same complete picture.

A baseline is not bureaucracy. It is the shared reference AI suggestions are measured against.

02 — What A Baseline Includes

THREE LAYERS WORTH DOCUMENTING.

  • Fields and objects — utilization, fill rates, hidden populated fields, layout coverage, and record-type usage.
  • Permissions and FLS — profiles, permission sets, field-level security, and over-privileged access.
  • Automation — Flows, Apex, triggers, validation rules, and approval processes by object.

Captured as workbooks, these three layers form a reference you can hand to a teammate, attach to a change plan, or compare against after the work is done.

Relevant Workbook

Field & Object Audit

Capture the field-and-object layer of your baseline: utilization, fill rates, hidden populated fields, layout coverage, and record-type usage in one read-only XLSX workbook.

03 — Before And After

A BASELINE LETS YOU CONFIRM THE CHANGE.

The value of a baseline shows up twice. Before change, it grounds the AI suggestion in the real org. After change, it gives you something to compare against:

  • Confirm the change matched the intent and nothing else moved.
  • Spot side effects an AI suggestion did not anticipate.
  • Keep a record of what the org looked like at each stage.
04 — What KeelCadence Does Not Replace

EVIDENCE THAT SUPPORTS THE DECISION.

KeelCadence does not replace AI assistants, the Salesforce CLI, MCP servers, Salesforce Optimizer, DevOps tools, or the admins, consultants, and architects making decisions.

A baseline is evidence that supports both people and AI. It does not make the decision; it makes the decision easier to ground, review, and confirm.

FAQ

COMMON QUESTIONS.

What is a Salesforce org baseline?

A baseline is a documented snapshot of how the org is configured right now: fields and objects, permissions and FLS, and automation. It gives anyone, including an AI assistant, a consistent reference for what exists before any change is proposed or made.

Why does AI work better with a baseline?

AI reasons from context. Without a documented baseline it relies on whatever it can read in the moment, which may be partial. A baseline gives the AI, and the human reviewing its output, the same shared evidence — so suggestions are grounded in what the org actually contains.

Can I capture a baseline after I start making AI-assisted changes?

You can, but it is far more useful before. A baseline taken before change work gives you something to compare against afterward, so you can see what moved and confirm the change matched the intent.

Does a baseline mean KeelCadence replaces AI or admins?

No. KeelCadence does not replace AI assistants, the Salesforce CLI, MCP servers, Salesforce Optimizer, DevOps tools, or the admins, consultants, and architects making decisions. A baseline is evidence that supports both people and AI, not a substitute for either.

How do I create a baseline with KeelCadence?

Run the read-only diagnostic workbooks for the areas you care about — fields and objects, permissions and FLS, and automation — and keep the XLSX output as your documented baseline. Each starts with a free on-screen summary.

Next Step

Capture your org baseline first.

Give your AI-assisted change work a solid reference. Start with the read-only Field & Object Audit to document the field-and-object layer of your baseline as a review-ready XLSX workbook. Free on-screen summary before purchase.

Read-only · No package install · No Connected App setup · No Salesforce writes

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