See ForceFlake AI in Action

Real-world scenarios showing how ForceFlake AI solves Salesforce production issues, analyzes business emails, and validates user stories — all from inside Salesforce Lightning.

Production Bug Diagnosis Business Email Analysis User Story Validation
1
Production Bug Diagnosis

Paste a Bug, Get the Fix in Seconds

A Salesforce admin pastes a NullPointerException error and trigger code directly into ForceFlake AI. The AI instantly identifies the root cause, provides corrected Apex code, and generates a full test class.

1 Paste Error
2 AI Diagnoses
3 Test & Deploy
Step 1 — Report Bug

User Pastes Production Error

The admin receives a P1 alert — Lead conversion crashing for 350+ users. They paste the full error stack trace and Apex handler into ForceFlake AI.

NullPointerExceptionStack TraceApex Code
Step 2 — AI Fixes

Root Cause Analysis + Code Fix

ForceFlake AI identifies the root cause (empty Map without SOQL), provides before/after code fix, plain-English explanation, and deployment checklist.

Root CauseBefore/After CodeDeploy Checklist
Step 3 — Verify

Test Class + Verification

A complete Apex test class with 7 methods — covering bulk operations, null handling, and field mappings. All tests pass at 97% coverage.

97% Coverage7 Test MethodsBulk Safe
ForceFlake AI — Inside Salesforce Lightning
R
Critical production bug! Lead conversion failing with NullPointerException on line 47 of LeadConvertHandler. 350+ users affected.
public class LeadConvertHandler { public static void handleAfterInsert(List<Account> newAccts) { Map<Id, Lead> leadMap = new Map<Id, Lead>(); // Map is EMPTY - no SOQL query! for (Account acc : newAccts) { Lead l = leadMap.get(acc.ConvertedFromLeadId__c); acc.Industry = l.Industry; // NPE HERE! } } }
FF
Root Cause Found: The leadMap is created but never populated. You need a SOQL query to fetch Lead records before the loop.
// FIXED: Add SOQL query to populate the map Set<Id> leadIds = new Set<Id>(); for (Account a : newAccts) if (a.ConvertedFromLeadId__c != null) leadIds.add(a.ConvertedFromLeadId__c); Map<Id, Lead> leadMap = new Map<Id, Lead>( [SELECT Id, Industry, Phone, Rating FROM Lead WHERE Id IN :leadIds]); for (Account acc : newAccts) { Lead l = leadMap.get(acc.ConvertedFromLeadId__c); if (l != null) { acc.Industry = l.Industry; acc.Phone = l.Phone; } }

Fix generated in 3.2s | 97% test coverage | Bulk-safe for 200+ records

2
Business Email Analysis

Paste an Email, Get Instant Validation Fixes

A QA lead sends an urgent email about three validation rule failures in production. The admin pastes it into ForceFlake AI and gets specific fixes for each issue.

From Inbox to Fix in One Paste

No need to manually decode the email or trace issues across Setup pages. ForceFlake AI reads the email, identifies all three issues, and provides ready-to-deploy fixes.

  • Account_Phone_Required — Fixes ISBLANK() to handle whitespace from Data Loader imports
  • Email_Format_Validation — Updates REGEX to accept RFC 5321 compliant + sign emails
  • Close_Date_Future_Only — Adds exception for Closed Won deals with Custom Permission bypass
  • Provides deployment priority order based on business impact
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ForceFlake AI Chat
Issue 1 (Account):
ISBLANK(Phone) doesn't handle empty strings. Fix: LEN(TRIM(Phone)) = 0

Issue 2 (Contact):
REGEX missing + character. Fix: Update to RFC 5321 pattern.

Issue 3 (Opportunity):
No Closed Won exception. Fix: Add NOT(ISPICKVAL(StageName, 'Closed Won'))

Deploy Order:
Issue 3 first → Issue 2 → Issue 1
3
User Story Validation

Paste a User Story, Get a Full Test Plan

Paste your user acceptance story with acceptance criteria, and ForceFlake AI validates every criterion, generates a complete test matrix, and produces a ready-to-run Apex test class.

Test Matrix Generated
ForceFlake AI — Test Results
TC-001: Plus sign email → PASS
TC-002: Multiple plus signs → PASS
TC-003: Standard format → PASS
TC-004: Double @ sign → FAIL (expected)
TC-005: Missing domain → FAIL (expected)
TC-006: Bulk 500+ import → PASS
TC-007: Re-save 340 contacts → PASS

Suggestion: Add AC6 for dot+plus combo emails

From Story to Test Class in Seconds

Stop spending hours writing test cases manually. ForceFlake AI reads your acceptance criteria, validates they're testable, and generates everything you need.

  • Validates all acceptance criteria are testable and complete
  • Generates test matrix with automated and manual test cases
  • Produces Apex test class with positive and negative scenarios
  • Includes bulk testing (500+ records) for governor limits
  • Suggests missing edge cases you may have overlooked

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Join hundreds of Salesforce admins and developers who use ForceFlake AI to diagnose bugs, fix validation rules, and generate test classes — all from inside Salesforce Lightning.

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