All case studies
Every published Pfactorial case study across retail, healthcare, banking, finance and more.
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- Recruiting & HR TechAug 21, 2026
A Multi-Format Resume Parsing Platform With Automated ATS Scoring
How Pfactorial Technologies built a resume parsing platform that extracts structured candidate data from any common file format and scores completeness automatically, with LLM-based content validation guarding every step.
- Computer VisionAug 21, 2026
Grading Cricket Bat Condition With Computer Vision
A fine-tuned object detection model that replaces manual visual inspection with fast, consistent, repeatable condition grading.
- Recruiting & HR TechAug 21, 2026
An LLM-Powered Resume Parsing and Candidate Scoring Platform for Two-Sided Hiring at Scale
How Pfactorial Technologies built a resume parsing and job-matching pipeline that turns unstructured PDF resumes into structured, scored candidate profiles for a two-sided hiring platform.
- Conversational AI & ChatbotsAug 21, 2026
An AI That Interviews Employees to Reveal the Real Business Process Behind the Documented One
How Pfactorial Technologies is building ProcessArch, a conversational AI platform that discovers how work actually happens during ERP implementations - not how it's documented - and shows leaders where automation ROI is being lost.
- Recruiting & HR TechAug 21, 2026
An AI Poster Generation Pipeline for Branded Recruitment Marketing
How Pfactorial Technologies built a tool that turns job details and a company logo into a professional, on-brand recruitment poster in one API call.
- Healthcare & ClinicalAug 21, 2026
A Layered Safety Pipeline for a Healthcare Patient Companion
A proposed conversation architecture that routes every patient message through crisis detection, intent, boundary and sentiment checks before - and after - a language model ever generates a reply.
- Voice AI & TelephonyAug 21, 2026
An AI Voice Assistant That Answers Live Neighborhood Questions and Captures Every Real Estate Lead by Phone
How Pfactorial Technologies built an AI-powered voice agent that answers live, location-specific real estate questions by phone and automatically captures qualified leads.
- Legal & Contract AnalysisAug 21, 2026
An AI Detection Engine for Visual Intellectual Property Infringement at Scale
How Pfactorial Technologies built PixelTrace, a multi-model AI platform that detects, verifies and documents unauthorized use of copyrighted images - even after cropping, embedding, or physical photography.
- Data Scraping & AggregationAug 21, 2026
A Platform-Aware Review Extraction Tool for Amazon and Flipkart
How Pfactorial Technologies built a Flask app that turns a single Amazon or Flipkart product link into a structured, exportable review table, with built-in CAPTCHA handling.
- Legal & Contract AnalysisAug 21, 2026
Clause-Level Contract Risk Analysis, Inside Google Docs
A built and deployed sidebar add-on that scores individual Master Service Agreement clauses against jurisdiction-specific legal standards in real time, without ever leaving the document.
- Content & Media GenerationAug 21, 2026
A Personalized AI Avatar Video Platform for Outreach at Scale
How Pfactorial Technologies built a campaign platform that generates individually personalized AI avatar videos for outreach, orchestrated across third-party avatar and voice providers at batch scale.
- Legal & Contract AnalysisAug 21, 2026
A Multi-Format Document Extraction Platform Built Around One OCR Contract
How Pfactorial Technologies built a full-stack OCR platform that normalizes images, PDFs, legacy Word documents and mixed ZIP archives into a single, reliable text-extraction pipeline.
- Computer VisionAug 21, 2026
Recovering Structured Data From Static Chart Images
A computer-vision-and-language-model pipeline that converts static line-chart images into clean, analysis-ready JSON datasets - with no manual re-keying.
- Legal & Contract AnalysisAug 21, 2026
Three Domain-Specific Extraction Databases Built on One Shared Contract Engine
How Pfactorial Technologies fine-tuned one shared extraction architecture into three purpose-built databases for lease, service fee and royalty agreement terms - and tracked each one's real maturity honestly.
- Legal & Contract AnalysisAug 21, 2026
Turning 1.6 Million Raw SEC/SEDAR Filings Into a Clean, De-Duplicated Contract Corpus
How Pfactorial Technologies built the recurring, dual-path ingestion and cleaning pipeline that every downstream contract-analytics system in this engagement depends on.
- OCR & Document ExtractionAug 21, 2026
An OCR and RAG Platform for Conversational Document Intelligence
A built and validated system that converts scanned documents, PDFs, and images into a searchable, conversational knowledge base - grounding every chatbot answer in the client's own source content rather than generic model output.
- Computer VisionAug 21, 2026
A Failover-Chained Text-to-Image Service Built on Three Stable Diffusion Models
How Pfactorial Technologies built a text-to-image web application that turns any prompt into a downloadable image, with automatic failover across three diffusion models.
- Voice AI & TelephonyAug 21, 2026
A Sub-Second, On-Premise Voice AI Platform for Telephony and Web
How Pfactorial Technologies engineered a real-time voice AI pipeline - speech-to-text, reasoning, and speech synthesis - tuned end to end for sub-second response on dedicated GPU infrastructure.
- Voice AI & TelephonyAug 21, 2026
A Voice AI Receptionist for Independent Auto Repair Shops
A proposed production-track proof of concept: a natural, interruptible phone assistant that answers every call, books and manages appointments, and knows exactly when to bring in a human - validated on one pilot shop before duplication across an agency's client base.
- Legal & Contract AnalysisAug 21, 2026
A Five-Specialist AI Intake System for Law Firms, Built Around Attorney-Client Privilege
How Pfactorial Technologies built Law.ai, a legal intake and case management assistant that routes clients to the right specialist, checks for conflicts before matching an attorney, and treats privilege as a first-class system requirement.
- Computer VisionAug 21, 2026
A Five-Capability Computer Vision Platform for Vehicle Identity, Traffic, and Parking Intelligence
How Pfactorial Technologies built a vehicle-analytics platform combining computer vision and machine learning to count traffic, decode vehicle identity, detect parking availability, and estimate fair market car prices.
- OCR & Document ExtractionAug 21, 2026
A Format-Agnostic Invoice Extraction Pipeline for Multi-Supplier AP Automation
How Pfactorial Technologies designed and prototyped an invoice-data extraction pipeline that handles any supplier's layout without rigid templates, and evaluated five deployment architectures on real per-invoice cost.
- OCR & Document ExtractionAug 21, 2026
A Provider-Independent Platform for High-Volume Search Results Collection
How Pfactorial Technologies built a five-stage pipeline that turns any volume of search queries into clean, provider-independent structured data through one API.
- Multi-Agent & Agentic SystemsAug 21, 2026
A Modular Pipeline for Multilingual Manuscript Narration
A proposed document-to-audiobook architecture that cleans and structures manuscript text, then converts it to natural, standards-compliant narration through a fine-tunable, voice-cloning text-to-speech model.