Explore Real-World Analytics Use Cases

See how Shadowfax helps you go from raw data to real insights—using proven use cases and reusable workbooks

Featured Use Cases

Data Prep & Cleaning

AI-powered data cleaning that finds issues, proposes fixes, and validates results transparently.

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Sales pipeline progression analysis

Compare pipeline snapshots to track deal movement and identify at-risk deals.

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Forecasting SaaS bookings

Blend pipeline and historicals to get reliable booking predictions.

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Cohort Analysis

Understand retention and value by user or customer cohort.

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Revenue Performance Diagnosis

Identify win-rate, velocity, and pipeline coverage gaps.

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Supplier & Procurement Analytics

Track supplier performance, spend, and compliance at scale.

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SG&A benchmarking

Compare operating spend efficiency across functions and time.

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Categories

Featured

High-impact, reproducible use cases curated by the team.

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Featured use cases

General

Impactful examples across domain areas.

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General use cases

FP&A

Budgeting, forecasting, metrics, variance insights & more.

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FP&A use cases

GTM Ops

Pipeline visibility, territory planning, performance diagnosis & more

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GTM Ops use cases

Supply Chain

Supplier insights, procurement efficiency, inventory optimization & more

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Supply Chain use cases

HR / People Ops

Headcount planning, attrition signals, survey analysis & more

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HR / People Ops use cases