Instant Data Quality Engine

Slack Duplicate Detector: Provides a daily 9 AM Slack message with a list of duplicate accounts and a confidence score for immediate action.

One-Click Resolution: Enables users to merge duplicate sets directly from Slack via an interactive message, ensuring smart field preservation.

Advanced Matching Logic: Uses algorithms like fuzzy matching (Levenshtein distance) for company names and domain parsing for email/website correlation to ensure highly accurate detection.

Pipeline Impact Calculation: Quantifies the financial value of the cleanup by tracking the pipeline value of merged accounts, showing "lost revenue found" metrics.

AI System Intelligence Layer

Salesforce Config Scanner: Ingests and analyzes all Salesforce metadata, flows, triggers, dependencies, and Apex code to create a full visual map of the system.

Tech Debt Classification & Scoring: Automatically scores technical components (e.g., redundant flows, unused fields) and identifies orphaned automation .

‍Executive Tech Debt Score (0-100): Delivers a single, objective score for leadership visibility, ranking issues by impact (revenue, performance, reliability).

‍Proactive Fix Recommendations: Generates prioritized, plain-language recommendations on what to fix and in what order to stabilize the system.

Risk & Adoption Accelerator

Release Notes Mapping Agent: Automatically scrapes and summarizes Salesforce release notes, highlighting only the changes that affect the customer's specific configuration and custom code.

‍Viral Screenshot Generator: Creates beautiful, shareable images of weekly wins and ROI metrics that users can post to RevOps communities, fueling the product's community-led growth.

‍Executive Risk Reporting: Provides a dedicated layer for C-suite and investors with a Risk Impact Dashboard and Monthly Tech Debt Reports to forecast risk due to system issues.

‍Guided Action Workflows: Enables RevOps teams to take action on AI recommendations via guided steps, accelerating remediation and reducing admin troubleshooting time.

Fix CRM Data in Your Coffee Break

We eliminate the 12+ hours you waste on manual cleanup, one Slack message at a time.

Prove Your Value Instantly

Stop justifying your tech spend. We quantify your ROI in real-time for your VP .

"Lost Revenue" Metrics

Automatically track and calculate the pipeline value of merged accounts, showing your direct financial impact.

AI Tech Debt & Configuration Scanner

Understand the incomprehensible complexity of your Salesforce org. We turn your tech stack into a clean, predictable system.

Release Notes Instance Mapping Agent

Stop panicking over Salesforce updates. Our AI reads the 300-page release notes so you don't have to.

Executive Reporting & Forecast Confidence

Arm your leadership (Victor) with data that drives confidence at the board level.