Tech Debt Finder
Find the technical debt hiding in your Salesforce org
An AI sweep across your metadata and live data for the accumulated cruft (unused fields, deactivated flows nobody deleted, deprecated profiles, orphaned email templates) turned into a triage list with the evidence for each call.
Tech Debt Finder
Let AI sweep this org's metadata for lingering tech debt — old, unused, or deprecated flows, fields, templates, profiles and more. Triage each candidate, then ask the assistant to plan a safe removal. Read-only: this app never changes your org.
| Finding | Type | Confidence | Status |
|---|---|---|---|
Inactive flow literally named TEST TEST | Flow | High · 90 | Confirmed |
Installed package with no assigned licences et4ae5 | InstalledPackage | High · 86 | Confirmed |
Field superseded by a later duplicate Account.Region_old__c | CustomField | High · 84 | Confirmed |
Custom object with no records in 180 days Legacy_Territory__c | CustomObject | High · 81 | Unreviewed |
Proof-of-concept flow left inactive Quote_Approval_POC | Flow | High · 79 | Confirmed |
Workflow rule duplicated by a record-triggered flow Opportunity_Stage_Sync | WorkflowRule | Medium · 72 | Unreviewed |
Email template unchanged since the 2019 rebrand Welcome_2019 | EmailTemplate | Medium · 68 | Unreviewed |
Installed package with no assigned licences
InstalledPackage
Installed package with no assigned licences
et4ae5Why this looks like debt
Marketing Cloud Connect (namespace et4ae5, version 4.2.1, installed 18 Jun 2021) reports 25 allowed licences and 0 used. Nobody in the org holds an assignment, so the subscription is being paid for and not used.
Suggested next step
Confirm with whoever owns the integration that nothing calls it, then uninstall — or drop the licence count at renewal.
Your verdict
Plan its removal
Hand this finding to the AI assistant to verify it's safe and draft a step-by-step removal plan.
What you can do
- A broad sweep across metadata types: flows, fields, email templates, profiles, permission sets, and more
- Deterministic checks combined with AI reasoning over your pulled metadata and live record counts
- Live-data evidence (record counts, flow interviews, installed packages) not just what the metadata says
- Every finding shows the evidence behind it, so you can judge rather than trust
- Triage state shared with your team: confirm what is real, dismiss what is not
- Hand a confirmed finding to the AI assistant to trace references and plan a safe removal
- Reports only: it never deletes anything from your org
How it works
Pull broadly first
The sweep reasons over pulled metadata, so the wider your pull scope, the more it can see.
Run the scan
Deterministic checks plus an AI sweep across metadata and live data, using the model your workspace configured.
Triage the candidates
Each finding comes with evidence. Confirm the real ones, dismiss the noise. The team shares the outcome.
Plan the removal
Ask the assistant to trace every reference to a confirmed finding before anything is deleted.
Why it's different
Findings with evidence, and a plan for acting on them
Anything can list fields that look unused; the risk is deleting one that a formula quietly depends on. Every finding carries the evidence it was based on, triage state is shared so your team decides together, and the AI assistant can trace every reference before you remove anything. The finder itself only reports. The deletion decision stays yours.
Try asking
- Find the 200 custom fields on Account that nothing populates
- Locate flows deactivated two years ago and never removed
- Justify a cleanup sprint with a concrete list
- Work out what is safe to delete before a migration
- Reduce the surface area a new admin has to learn
Tech Debt Finder — questions
Replacing something?
- orgadmin.ai vs The whole market
Copado, Gearset, Flosum, AutoRABIT, Salto, Blue Canvas and Hutte — who each one is genuinely for, in one table.
Read next
- Change sets vs the Metadata API: what actually differs
A change set is not an alternative to the Metadata API — it is a UI on top of it. Once you know which frustrations come from the wrapper and which come from the engine, the upgrade decision gets much simpler.
Put Tech Debt Finder to work on your org
Every AI feature on your own provider key, from A$19.95 per user per month.
- 14-day free trial
- No credit card required
- Cancel any time