Arithlab AI in Action

Data Analysis Use Cases

Explore how business teams leverage our all-in-one AI data analyst. Drop in your files, ask questions in plain English, and let Arithlab AI handle the heavy lifting.

E-Commerce Analytics

Optimize margins, inventory flows, and seasonal customer orders by automating visual data audits.

Shopify Sales vs. Ad Spend Correlation

The Pain Point

Juggling Shopify order logs alongside fragmented advertising exports. Calculating daily profitability margins requires tedious manual column matching.

Arithlab Solution

Drop the Shopify transactional sheets and Google/Facebook Ads reports on one canvas. Arithlab AI visually merges them by date, normalizes currency, and charts true aggregate margins instantly.

Arithlab Capability:

Multi-File MergingProfitability CalculationsDual-Axis Visualization
Real-world impact:Eliminates redundant spreadsheets and identifies non-performing campaigns immediately.
Try this query:

β€œMerge Shopify orders sheet and Facebook Ads data by Date, and plot our ad spend vs net profit margins.”

Inventory Velocity & Seasonal Forecasting

The Pain Point

Store inventory logs filled with empty stock entries, messy region text fields (e.g. 'west-region', 'West-Region'), and chaotic transaction speeds.

Arithlab Solution

The AI cleaner standardizes region text casing, completes missing metrics automatically, and suggestion blocks render seasonal inventory turnover charts instantly.

Arithlab Capability:

Text Case NormalizingStock Turnover CalculationSeasonal Trend Scanning
Real-world impact:Prevents overstocking and forecasts restock cycles 15 days in advance.
Try this query:

β€œClean this regional inventory log, group stock by month, and show a seasonal velocity graph.”

Sales & CRM

Clean pipeline logs, check conversion rates, and audit sales quotas without complex databases.

Regional Sales Pipeline Auditing

The Pain Point

CRM database exports containing double client registrations, empty deal status columns, and inconsistent region tags ('NY' vs 'New York').

Arithlab Solution

AI cleaning removes duplicate contacts, normalizes state naming conventions, flags missing deal fields, and renders regional pipeline charts automatically.

Arithlab Capability:

Geographical StandardizingDuplicate RemovalRecharts Donut Charting
Real-world impact:Saves hours of data cleansing and ensures 100% accurate sales pipeline dashboards.
Try this query:

β€œRemove duplicate accounts, clean the state column, and display our total sales pipeline grouped by State.”

Representative Quota & Conversion Analytics

The Pain Point

Connecting raw sales activity sheets to dynamic individual quota target tables requires complex spreadsheet logic.

Arithlab Solution

Visual joins align agent metrics to quota databases, and conversational queries rank representatives by conversion scores automatically.

Arithlab Capability:

Lead Conversion AuditsRepresentative Performance TablesInteractive Leaderboards
Real-world impact:Unlocks real-time sales performance tables and highlights high-performing regions in seconds.
Try this query:

β€œCalculate representative conversion rates, compare them to their quota, and highlight top-performing agents.”

Marketing Analytics

Analyze customer acquisition cost (CAC), map conversion paths, and calculate true campaign ROI.

Omnichannel Campaign ROI Alignment

The Pain Point

Calculating accurate ROI from different ad networks (Google, Meta, TikTok) when date structures, currency symbols, and tags are chaotic.

Arithlab Solution

Arithlab automatically handles overlapping date scales, standardizes cost metrics, and merges multi-network campaign exports visually to chart true aggregate ROI.

Arithlab Capability:

Omnichannel JoinsDate Scale StandardizationCost Metrics Normalization
Real-world impact:Reduces weekly manual reporting cycles and discovers channel conversion leakage.
Try this query:

β€œMerge all ads sheet exports together, and show a daily trend chart comparing total ad spend vs conversions.”

Subscriber Acquisition & Cohort Retention

The Pain Point

Chaotic signup records with formatting variations, empty user tags, and raw time logs that break standard spreadsheet filters.

Arithlab Solution

AI cleans signup entries, normalizes dates, filters out partial logs, and renders cohort retention funnels instantly.

Arithlab Capability:

Cohort Analytics PrimitivesFunnel Chart RendersEpoch-Time Cleaning
Real-world impact:Enables marketing managers to export highly accurate customer retention reports in seconds.
Try this query:

β€œGroup signup histories by month and generate a subscriber retention cohort funnel chart.”

Finance & Operations

Automate ledger auditing, calculate project margins, and streamline transit outlier logs.

General Ledger & Bank Statement Reconciliation

The Pain Point

Auditing internal ledger sheets against monthly bank statements involving check-by-check searches and complex formulas.

Arithlab Solution

Visual joins compare check structures and transaction numbers, mapping matching payment references and automatically flagging unreconciled items.

Arithlab Capability:

Soft-String Code MatchingDiscrepancy IdentificationLedger Comparison Logs
Real-world impact:Reconciles month-end bank ledger accounts 10x faster without writing VLOOKUP formulas.
Try this query:

β€œReconcile these statements and highlight ledger transactions that do not match the bank values.”

Billable Consulting Hours & Margin Tracking

The Pain Point

Scattered consultant timesheet logs with blank name tags, chaotic hourly scales, and conflicting client rates.

Arithlab Solution

Consolidates all project logs, standardizes consultant rates, calculates hourly distributions, and charts budget-to-actual values.

Arithlab Capability:

Billing Rate AggregationMargin VerificationBudget Threshold Tracking
Real-world impact:Prevents client invoicing leakage and calculates project-level margins in real-time.
Try this query:

β€œCalculate total billable hours and actual margins for each project, and highlight clients running over budget.”

Put Arithlab's Capabilities to Work Today

Drop in your CSV or Excel files and chat directly. Clean dirty files automatically, build custom charts, and export PDF summaries in seconds.

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Arithlab AI

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