the ledger

Case studies

21 production systems across 13 industries — built, validated and running. Filter by the world you operate in.

industry

service

21 records match

e-commerce2026

Self-Driving Retention Engine for a DTC E-Commerce Brand

A nightly ML engine for a DTC brand: 552,649 customers scored, lifecycle emails sent automatically, causal lift measured against a 5% control group.

552,649 customers scored nightly

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hospitality2026

Guest Review Intelligence for Doha's Luxury Hotel Market

An AI engine that reads 67,962 hotel guest reviews against an 84-aspect ontology, powering competitive analytics and portals for luxury hotels in Doha.

67,962 reviews analyzed

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call centers2026

AI Call QA for a High-Volume Outbound Call Center

A multimodal AI platform that scores every call-center recording for compliance, extracts structured data, and coaches agents, replacing sampled QA.

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field sales2026

Field Sales Data Platform with GPS-Verified Activity

A data platform for a commission-based field sales company: four systems unified, field visits GPS-verified, commissions computed from 56 auditable rules.

4 systems unified

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field sales2026

Sales Operations Platform for a Field and Phone Sales Brokerage

The full operational backend for a field and phone sales brokerage: GPS-qualified activity, a 38-rule payout engine, deal intake, and rep and admin portals.

98 live api endpoints

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call centers2026

Forensic Dialer Audit for an Outbound Call Center

A forensic audit of 3M+ dialer records corrected a 5x reporting error and recovered a call center's true answer, rejection, and abandonment rates.

3M+ call records audited

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sales & marketing2025

Looker Dashboard Integration with GoHighLevel Ledger

A custom Looker Studio dashboard on GoHighLevel ledger data gives an insurance brokerage real-time financial reporting and cuts manual processing 99%.

99% less manual processing

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sales & marketing2025

Automating Outbound for a Lead Generation Agency

Outbound automation for a B2B lead generation agency: scraping, verification, and AI-personalized outreach that cut manual effort by over 90 percent.

90%+ less manual effort

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insurance2025

AI-Powered Insurance Recommendation Engine

An AI insurance recommendation engine for a US agency: OpenAI embeddings and Pinecone search cut quotes from 10 minutes to seconds for 100+ agents.

10× faster quotes

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insurance2025

End-to-End Automation for a Leading US Insurance Brokerage

Five interconnected automations and self-service web apps cut manual work for a large US insurance brokerage, from policy billing to lead generation.

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blockchain2024

Full-Stack Market Analysis for Blockchain Ecosystems

NLP-driven market analysis platform tracks blockchain sentiment and developer activity across GitHub, Twitter, and Reddit for a Wolfram research group.

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intelligence2024

Real-Time GIS Dashboard for Strategic Intelligence in Conflict Zones

A secure real-time GIS dashboard on BigQuery and Dash Plotly gives a European intelligence agency live visibility of military activity in Ukraine.

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market research2024

Fragrance Industry Research & Data Integration

Fragrance industry research for a UK university: web scraping, transformer NLP, and fuzzy matching that unified thousands of records at 98.6% accuracy.

98.6% matching accuracy

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blockchain2024

Algorithmic Crypto Trading System for a US-Based Trading Firm

A fully automated crypto trading system for a US trading firm: low-latency execution across seven exchanges, backtesting, and ML strategy optimization.

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sports analytics2024

Streamlined Betting Data Integration for a Netherlands-Based Sports Analytics Provider

Odds data from 20+ bookmakers flows into one PostgreSQL platform, giving a Dutch sports analytics firm real-time betting insight and tighter risk control.

20+ bookmakers integrated

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research & academia2024

Fake News Detection on Twitter

An ensemble machine-learning model that detects fake news on Twitter for academic researchers, combining NLP, network analysis, and user profiling.

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research & academia2024

Understanding Teen Perceptions of Creative Industries

Topic modeling and survey analytics show how UK teenagers see creative careers, giving a fragrance association evidence for policy and youth outreach.

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insurance2023

Insurance Fraud Detection for a US Insurance Provider

Machine-learning fraud detection flags suspicious health-insurance claims in near real time for a US insurer, with ~0.90 accuracy and ~0.80 AUROC.

~0.90 model accuracy

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finance2023

Optimizing Loan Disbursement Through Repayment Pattern Analysis

An SVM credit scoring model helps a Pakistani microfinance institution classify repayment risk and steer loan disbursement through COVID-19 volatility.

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non-profit2023

Longitudinal Poverty Scorecard for an NGO

A five-year longitudinal poverty scorecard shows an NGO where its microfinance programs reduce poverty, tracking outcomes for thousands of people.

5 years of tracking

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finance2023

Interactive Role-Based Dashboard for a Financial Institution

Role-based analytics dashboard gives a financial institution with 1M+ clients real-time visibility of loan portfolios, risk, and operations.

1M+ active clients

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