All case studies
Every published Pfactorial case study across retail, healthcare, banking, finance and more.
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- Legal & Contract AnalysisAug 21, 2026
A Self-Improving Contract Extraction Platform Processing Over a Million Documents
How Pfactorial Technologies built a legal contract processing system with a reusable model framework and an automated retraining pipeline that keeps improving in production.
- Legal & Contract AnalysisAug 21, 2026
An Analyst Search Application Over a 1.6-Million-Contract Corpus
How Pfactorial Technologies built the extraction engine and analyst-facing search application that turns a raw contract corpus into structured, filterable records.
- Healthcare & ClinicalAug 21, 2026
A Multi-Tool Extraction Pipeline for Structured Clinical Variables from Unstructured Notes
How Pfactorial Technologies combined NLP tools, custom numeric extraction, targeted regex and LLM-based parsing to pull structured clinical variables out of narrative reports standard tools couldn't fully handle.
- Healthcare & ClinicalAug 21, 2026
An AI Receptionist That Keeps a Clinic's Calendar as the Single Source of Truth
How Pfactorial Technologies built James, a 24/7 voice and chat clinical receptionist that never double-books a patient because every action is checked against the clinic's live calendar.
- Healthcare & ClinicalAug 21, 2026
Integrating i2b2, RStudio and LifeOmic Into One Clinical Research Analytics Workflow
How Pfactorial Technologies connected three specialized healthcare analytics platforms into one workflow - cohort identification, advanced statistics, and multi-omics integration - around a de-identified, standardized clinical dataset.
- Recruiting & HR TechAug 21, 2026
An Authenticated Candidate-Sourcing Pipeline for Recruiting Teams
How Pfactorial Technologies built a browser-automation pipeline that turns an authenticated candidate search into structured, exportable profile data for recruiting workflows.
- Healthcare & ClinicalAug 21, 2026
Improving Clinical Trial Matching Accuracy with a Blended Retrieval Pipeline
How Pfactorial Technologies enhanced an existing clinical-trial matching system's retrieval accuracy by layering semantic search and hybrid query strategies on top of its production pipeline.
- Conversational AI & ChatbotsAug 21, 2026
A Tiered-Verification Voice & Chat Assistant for Regulated Banking
How Pfactorial Technologies designed and built Aria, an AI banking assistant that gates every action behind the identity verification its risk actually warrants - across both voice and chat.
- Legal & Contract AnalysisAug 21, 2026
A Multi-Practice AI Voice Intake Platform for Law Firms
How Pfactorial Technologies built a modular AI voice intake system that answers every call instantly, adapts its questions to the legal practice area, and closes every call with a clear outcome.
- OCR & Document ExtractionAug 21, 2026
A Retrieval-Augmented Chat Interface Over Structured Tax Records
How Pfactorial Technologies built a RAG platform that blends database-style lookups with document-grounded search to answer natural-language questions over scanned bills and notices.
- Sales, Lead Gen & OutreachAug 17, 2026
Your sales team should never build a list again
A lead-intelligence platform that finds the companies worth talking to, the people inside them and the moment they buy: a database you own outright.
- May 18, 2026
Medical Data into Actionable Insights
Unlocking the Power of Clinical & Genomic Data for Advanced Research and Precision Medicine
- Legal & Contract AnalysisMay 18, 2026
Automating SEC and SEDAR Agreement Processing: A Machine Learning Approach
How advanced NLP, transformer models, and scalable infrastructure transformed regulatory document intelligence for a leading information services firm
- Data Scraping & AggregationMay 18, 2026
Automating Shopify Brand Data Acquisition for a Product-Based Platform
How Pfactorial built an end-to-end automated data pipeline serving 50,000 Shopify brands with daily real-time intelligence
- Computer VisionMay 15, 2026
Automated Chart Data Extraction
This case study description covers the transition from manual, error-prone data entry to a sophisticated, AI-driven automation pipeline for extracting structured data from visual charts.
- Data AnalyticsJun 21, 2024
Marketing Dashboard
A marketing dashboard reveals everything which improves your business and profit.