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Our Projects

From credit risk and patient outcomes to marketplace analytics, demand forecasting and AI assistants — a look at the questions we help our clients answer.

Keyword

Showing 35 of35 projects

Industry

Transit Ridership Recovery Planning

Public Sector

Transit Ridership Recovery Planning

Station-level daily entries since 2001, a structural break in demand and a planning calendar to rebuild — separating real recovery from station closures, day-type effects and reporting gaps.

Semiconductor Yield Screening

Manufacturing

Semiconductor Yield Screening

A quality-screening method for high-volume production: 1,567 runs, 591 process signals and a 6.6% failure rate — deciding which lots to hold before final test, without drowning engineers in alerts.

Telecom Upgrade Campaign Targeting

Telecom

Telecom Upgrade Campaign Targeting

How a telecom operator sized its upgrade campaign around incremental margin instead of raw propensity — three competing targets, anonymised features and a holdout designed in from the start.

Hotel Cancellation & Overbooking Policy

Hotel

Hotel Cancellation & Overbooking Policy

Two hotels, 119,390 bookings and a 37% cancellation rate: setting overbooking limits and deposit policy from expected net revenue rather than occupancy, and knowing which cancellations to prevent.

Student Retention Early Warning

Education

Student Retention Early Warning

How a distance-learning provider moved from end-of-term post-mortems to a weekly early-warning worklist — withdrawal labels, VLE clickstream and tutor capacity, without treating demographics as destiny.

Insurance Agency Performance & Loss Ratio

Financial Institutions

Insurance Agency Performance & Loss Ratio

How an insurer separated genuine agency underperformance from bad data — and why the retention programme had to stop using loss ratio as a proxy.

Diabetes Readmission Risk Analysis

Healthcare

Diabetes Readmission Risk Analysis

A pre-discharge readmission score built around patient-level validation, discharge-disposition leakage and the care team's real follow-up capacity.

Marketplace Funnel & Seller Quality

E-commerce

Marketplace Funnel & Seller Quality

How a marketplace operator replaced inflated revenue reports with one grain-safe view of delivery, customer experience and seller quality — and separated genuine seller problems from reporting artefacts.

Retail Demand Forecasting

Retail

Retail Demand Forecasting

How a retail chain replaced a spreadsheet forecast with a store-level weekly forecast — validated on future periods, holiday-weighted and delivered with a range operations can plan against.

Telecom Customer Churn Prediction

Telecom

Telecom Customer Churn Prediction

How a telecom operator replaced blanket save offers with a capacity-sized retention worklist — risk separated from value, leakage removed and the programme measured against a holdout.

Delinquency Early Warning Model

Financial Institutions

Delinquency Early Warning Model

How a consumer lender moved collections from post-missed-payment recovery to a calibrated pre-due-date worklist — with the sampling correction done properly and thresholds set by team capacity.

Cirrhosis Survival Analysis

Healthcare

Cirrhosis Survival Analysis

How a clinical research group analysed a small cirrhosis cohort with time-to-event methods — censoring, competing risks and an observational treatment comparison reported as what it is.

Bank Marketing Campaign Targeting

Financial Institutions

Bank Marketing Campaign Targeting

How a retail bank turned a broad outbound list into a pre-call propensity score — call-duration leakage removed, lift measured where the dials are spent, and the result tested against a holdout.

Bankruptcy Risk Screening

Financial Institutions

Bankruptcy Risk Screening

How a credit team replaced a flat checklist with a time-aware triage score — reason codes, cost-weighted thresholds and validation an internal credit committee can defend.

Housing Affordability Analysis

Public Sector

Housing Affordability Analysis

How a housing policy team replaced competing affordability figures with one weighted, comparable measure — and a view of who is burdened inside each city, not just which city ranks worst.

Enterprise AI Knowledge Assistant

Cross-industry

Enterprise AI Knowledge Assistant

How an operations team replaced scattered documents and shadow AI use with a permission-aware assistant — citation-first answers, a rerunnable evaluation set and content governance that keeps it honest.

Predictive Maintenance for Manufacturing

Manufacturing

Predictive Maintenance for Manufacturing

How a plant moved from calendar-based maintenance to risk-informed inspection — asset criticality first, alert horizons matched to repair lead time, and alerts connected to work orders.

Heart Failure Mortality Review

Healthcare

Heart Failure Mortality Review

A small clinical dataset used to show what a mortality score can and cannot support — time-to-event framing, calibration, class balance and the limits of subgroup analysis at 299 patients.

Patient Readmission Risk Analysis

Healthcare

Patient Readmission Risk Analysis

How a care provider turned readmission risk into a discharge-time worklist clinicians would actually use — cohort rules agreed up front, overrides logged and privacy designed into the workflow.

Travel Insurance Portfolio Review

Financial Institutions

Travel Insurance Portfolio Review

A travel insurance review that separates premium, commission and claims — product and channel performance, exposure-adjusted claim rates and a missing-data pattern that changes what a segment means.

App Market Catalogue Analysis

Cross-industry

App Market Catalogue Analysis

A store-listing analysis built for positioning decisions — install bands rather than counts, missing ratings treated as a signal, duplicate listings and why the average app is a misleading benchmark.

Credit Default Risk Analysis

Financial Institutions

Credit Default Risk Analysis

How a card issuer replaced late rules-based review with a three-month default score — observation-point discipline, a transparent scorecard baseline and thresholds tied to collections capacity.

Residential Property Valuation Model

Cross-industry

Residential Property Valuation Model

A property valuation model built around the details most price models skip — missing values that mean 'none', partial sales, price skew, leakage and error measured by price band rather than a single average.

Cross-industry

Flight Search Visibility Analysis

A search visibility review across 100 destinations, two query phrasings and two locales — fixing the result grain, classifying domains and separating rank from actual visibility.

Mobile Wallet Churn Analysis

Financial Institutions

Mobile Wallet Churn Analysis

A prepaid wallet churn review where the hardest work was upstream of the model — label polarity, repeated subscriber snapshots, overlapping 30/90-day windows and a retention action the business could actually fund.

Order & Refund Analysis

E-commerce

Order & Refund Analysis

A million-row order extract where nearly half the file was blank, 46% of real order lines were cancelled or refunded, and gross revenue looked very different from money the business kept.

Auto Insurance Claims Fraud Screening

Financial Institutions

Auto Insurance Claims Fraud Screening

A labelled claims file where the obvious signals point the wrong way: witness presence is lower on fraudulent claims, payout size barely differs, and the real constraint is how many claims the investigations team can review.

Consumer Loan Risk Screening

Financial Institutions

Consumer Loan Risk Screening

A 252,000-row application file with no missing values, an income column with no unit and 19,121 records where work experience exceeds what is possible for the applicant's age.

Bicycle Sales Performance Review

Retail

Bicycle Sales Performance Review

Six years of multi-country sales lines where half the years are only partly covered, Bikes carry 72% of revenue but a third of the margin rate, and the file has no order or customer identifier at all.

Cross-industry

Customer Profile Data Readiness

A file named for email marketing analysis that contains no email, no campaign and no consent — and what a readiness audit can honestly deliver before a CRM team builds on it.

Digital Campaign & Website Performance

E-commerce

Digital Campaign & Website Performance

How we analyse paid campaign performance without chasing CTR — funnel metrics at the right grain, minimum-volume rules, cost per approved conversion and a budget view with ranges instead of promises.

Workforce Analytics Review

Cross-industry

Workforce Analytics Review

A practice note on workforce analytics: defining attrition precisely, measuring retention by cohort, comparing pay within like-for-like roles, and knowing where small samples and sensitive data limit the answer.

Customer Segmentation & Value Analysis

Retail

Customer Segmentation & Value Analysis

How we turn order history into customer segments a retail team can act on — RFM at the right grain, cohort retention, product affinity and a clear line between description and prediction.

Competitive Catalogue Analysis

Cross-industry

Competitive Catalogue Analysis

How we compare streaming catalogues on composition rather than raw size — normalising four public title exports, handling multi-genre labels, and separating catalogue breadth from viewership.

Financial Statement Review

Cross-industry

Financial Statement Review

A practice note on reading five years of financial statements: trend and common-size analysis, cash conversion, non-GAAP reconciliation and the red flags ratios alone miss.

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