All case studies
Every published Pfactorial case study across retail, healthcare, banking, finance and more.
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- Content & Media GenerationAug 21, 2026
A Two-Stage Grammar Correction and Error-Annotation Service for Writing Quality at the Point of Use
How Pfactorial Technologies built a grammar-correction service that pairs a transformer correction model with rule-based error annotation, so a writer gets both the fix and the reasoning behind it.
- Computer VisionAug 21, 2026
Designing an AR-Powered Personalized Hairstyle Recommendation App
A proposed pipeline combining facial landmark detection, generative hairstyle prediction, and augmented reality try-on into a single mobile styling experience.
- Sales, Lead Gen & OutreachAug 21, 2026
An AI-Powered Lead Generation and Email Outreach Platform With a Four-Stage Discovery Pipeline
How Pfactorial Technologies built a platform that searches, crawls, and scores prospective business leads, then runs compliant automated email outreach against them.
- Healthcare & ClinicalAug 21, 2026
An Agentic, Six-Agent Pipeline for Deterministic Clinical Trial Eligibility Matching
How Pfactorial Technologies is building TrialMatch AI, a multi-agent system that screens patients against trial eligibility criteria in minutes instead of days - with every decision source-attributed and every run bit-identically reproducible.
- Conversational AI & ChatbotsAug 21, 2026
Automating the Full Lead Lifecycle for HMO Room Rentals
A deployed, zero-touch pipeline that captures rental enquiries, qualifies tenants over WhatsApp and voice, books viewings, and chases property managers to a resolved outcome.
- Analytics & BI DashboardsAug 21, 2026
A Self-Service Anomaly Detection Platform Spanning Statistical and Machine-Learning Methods
How Pfactorial Technologies built Outliverse, a single-page application that lets a user detect anomalies in numerical datasets using statistical thresholds or unsupervised machine learning, without writing code.
- Recruiting & HR TechAug 21, 2026
A No-API Data Collection Pipeline That Sources 29,000+ Lift Equipment Listings From Public Marketplaces
How Pfactorial Technologies proved that lift equipment listing data - specifications, pricing, images and dealer details - can be collected reliably from public marketplaces without a paid API, for an online equipment marketplace platform.
- Computer VisionAug 21, 2026
Matching Furniture by Structural Design, Not Color or Photography
A proposed four-stage visual matching pipeline that identifies the same furniture product across color, finish, and staging variations by comparing structural design rather than pixels.
- Computer VisionAug 21, 2026
Automating Built-Up Area Measurement From Floor Plan Images
A vision-model-assisted pipeline that annotates a floor plan's exterior boundary and calculates area deterministically - removing the manual ruler-and-scale measurement step entirely.
- Analytics & BI DashboardsAug 21, 2026
A Layered Analytics Platform for CXO-Level Decision-Making
An enterprise analytics platform combining a query-optimized datamart with specialized AI insight engines for trends, anomalies, forecasts, and scenario analysis - accessible through dashboards or plain-language conversation.
- RAG & Semantic SearchAug 21, 2026
Designing Conversational and Voice Access Across a Scattered Document Estate
A proposed six-stage architecture that indexes documents where they already live - across Drive, OneDrive, SharePoint, and local files - and answers questions with a citation back to the exact source.
- Finance & PaymentsAug 21, 2026
An Admin-First Payroll Automation Platform Integrated With an Internal Worklog System
How Pfactorial Technologies built a payslip management platform that automates salary calculation, bonus and deduction logic, and one-click payslip generation for a payroll team.
- Healthcare & ClinicalAug 21, 2026
A Reusable Prompt Architecture for Human-Sounding Voice AI Across Industries
How Pfactorial Technologies engineered a single, modular voice AI prompt template that adapts to Banking, Retail, Healthcare and IT Support without touching the underlying conversational logic.
- Voice AI & TelephonyAug 21, 2026
A Unified Desktop Softphone Integrating Telephony, SMS and CRM Lookup for Recruiting Teams
How Pfactorial Technologies built a native desktop dialer that unifies calling, SMS/MMS, voicemail and CRM candidate lookup behind one Electron application, backed by a dedicated SIP engine and PBX infrastructure.
- Healthcare & ClinicalAug 21, 2026
A Natural-Language Candidate Search Platform That Replaces Boolean Query Building
How Pfactorial Technologies built TalentGPT, a recruiting search platform that turns plain-English candidate descriptions into precise, ranked Elasticsearch results - with caching and zero-result analytics built in from day one.
- Analytics & BI DashboardsAug 21, 2026
An AI-Powered Market Intelligence Terminal for Faster Investment Research
How Pfactorial Technologies built a unified research platform that combines market data, financial news and AI-generated analysis into a single investor workflow.
- Content & Media GenerationAug 21, 2026
A Two-Model Pipeline That Turns Any Passage Into Study-Ready Question-and-Answer Flashcards
How Pfactorial Technologies built a web application that generates and answers comprehension questions from any user-supplied passage, on demand.
- Legal & Contract AnalysisAug 21, 2026
A Purpose-Built Search Engine for 1.6 Million SEC & SEDAR Agreements
How Pfactorial Technologies built a clause-level search and question-answering engine over a corpus of 1.6 million SEC and SEDAR filings, purpose-built for transfer pricing, IP valuation and legal research.
- Healthcare & ClinicalAug 21, 2026
A Risk-Stratification Framework Linking Clinical Milestones to PAH Survival Outcomes
How Pfactorial Technologies built a survival-analysis framework showing which clinical milestones actually predict longer, event-free survival in Pulmonary Arterial Hypertension patients.
- Analytics & BI DashboardsAug 21, 2026
Turning Transaction History Into Forward-Looking Customer Intelligence
A unified analytics platform that scores every customer's lifecycle stage, churn risk, lifetime value, and next likely purchase from a single consolidated data layer.
- Healthcare & ClinicalAug 21, 2026
An AI Clinical Assistant That Turns One Physiotherapy Consultation Into Five Clinician-Approved Documents
How Pfactorial Technologies built an AI clinical assistant that drafts SOAP notes, follow-up communication, and home exercise programs from a single consultation, with every output gated behind physiotherapist approval, for a Canadian physiotherapy clinic group.
- Healthcare & ClinicalAug 21, 2026
A Machine-Learning Screening Model for Pulmonary Hypertension from Routine Medical Records
How Pfactorial Technologies built and externally validated a machine-learning model that flags likely Pulmonary Hypertension cases from EMR data alone, with and without invasive test results.
- Conversational AI & ChatbotsAug 21, 2026
A Multi-Agent Voice & Chat Shopping Assistant Built on a Coordinated Squad Architecture
How Pfactorial Technologies built Jessica, a retail assistant that handles product search, order management, returns and appointment booking through a coordinated group of assistants behind one seamless session.
- RAG & Semantic SearchAug 21, 2026
A Retrieval-Augmented Q&A Tool That Turns Any Set of Web Articles Into a Queryable, Source-Cited Knowledge Base
How Pfactorial Technologies built a retrieval-augmented generation application that lets users query live web content in plain English and get sourced answers back.