Projects & Live Demos

Interactive examples + quick case blurbs. All can be adapted to your technology stack (Quickbooks, Jobber, Shopify, Power BI, Sheets, etc.).

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See it in action

We build real, working analytics that tie together your POS/CRM, automate reporting, and highlight the levers that move your margins. Below are live demos you can click into, plus source code locations.

Restaurant Margin Explorer

Restaurant Margin Explorer

Join Toast sales with labor & delivery fees to see true profit by dish, hour, and channel.

Toast7ShiftsUber EatsPower BI/Streamlit
Home Services Live Job Tracker

Home Services Live Job Tracker

Status aging, stuck-job alerts, and route efficiency—fed by CRM + Sheets/QuickBooks.

Jobber/ServiceTitanGoogle SheetsQuickBooks
Real Estate Market & Deal Analyzer

Real Estate Market & Deal Analyzer

Market trends, property comps, and ROI forecasts—helping agents & investors find high-return deals faster.

MLS DataPostgresStreamlit
Churn Analysis

Customer Churn Risk Analysis

Customer Churn analysis using supervised machine leaerning.

ShopifySubscriptionFlowHubspotCRM

Quick Wins from Recent Builds

🍽️ Restaurant Group

“Toast gave us sales data—but didn’t explain shrinking margins. FORCA tied sales to labor, inventory, and delivery fees.”

Result: +18% margin in 3 months.

🛠️ Home Services Team

Live job tracker flagged stalled work and payment delays via CRM fields + alerts.

Result: −40% job delays; faster cash flow.

🛒 E-commerce Brand

Cohorts + LTV tied to ad spend exposed wasted channels and high-value segments.

Result: −25% CAC; higher repeat revenue.

How do I host these demos?

Use Streamlit Community Cloud (free), Render, or your own server. For client builds, we create dedicated solutions for continuous use.

Can you connect to my tools?

Yes. We build on what you already use (Toast, Jobber/ServiceTitan, Shopify, QuickBooks, Power BI, Sheets, custom CRMS, etc.) and centralize it into a clean model.

Do you provide the source code?

For most demos, yes—so your team can extend them. For client builds, we provide documented handoff with credentials and deployment notes and offer continuous support.

Want a demo wired to your data? We’ll adapt one of these in a week.

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