All case studies
Every published Pfactorial case study across retail, healthcare, banking, finance and more.
Page 4 of 5
- Healthcare & ClinicalAug 21, 2026
Mapping Genetic Risk Factors for Renal Cell Carcinoma from a 1,600-Patient Cohort
How Pfactorial Technologies built a statistical and machine-learning pipeline that narrowed 603 candidate genetic variants down to validated, adjusted risk markers for kidney cancer.
- Sales, Lead Gen & OutreachAug 21, 2026
A Real-Time Sentiment Classifier With Built-In Lead Capture for Social-Listening Evaluation
How Pfactorial Technologies built a BERT-based sentiment classifier that scores text in real time while capturing structured interest data from every visitor who tries it.
- Multi-Agent & Agentic SystemsAug 21, 2026
Evolving a Prompt-Driven Content Platform Into an Agentic System
A proposed redesign of a production content research and generation platform around context engineering, multi-agent orchestration, and automated evaluation - rather than incremental prompt tuning.
- Healthcare & ClinicalAug 21, 2026
Identifying Disease-Driving Gene Expression Pathways in Pulmonary Arterial Hypertension
How Pfactorial Technologies built an RNA-seq analysis pipeline that pinpoints which genes and biological pathways are dysregulated in PAH patients versus healthy controls.
- Healthcare & ClinicalAug 21, 2026
Automating Clinical Report Generation From Multi-Source Patient Files
A proposed pipeline that reads MRI reports, lab panels, genetic results and clinical notes, builds a checked patient record, and drafts a clinician's PowerPoint and Word report into the practice's own templates.
- Conversational AI & ChatbotsAug 21, 2026
A File-Aware AI Chat Platform With Project-Based Conversation Organization
How Pfactorial Technologies built a chat application that reads uploaded documents and images as conversational context, organized around persistent, resumable projects.
- Enterprise Ops PlatformsAug 21, 2026
A Self-Hosted, White-Labeled E-Signature Platform With Full Infrastructure Control
How Pfactorial Technologies built and customized a containerized e-signature platform that runs entirely on a client's own infrastructure, with no third-party SaaS dependency.
- Healthcare & ClinicalAug 21, 2026
A Deep Learning Classifier That Separates True-Negative Mammograms from Genuine BIRADS 0 Cases
How Pfactorial Technologies built and benchmarked a CNN pipeline that helps distinguish mammograms unlikely to indicate malignancy from cases genuinely requiring follow-up.
- Enterprise Ops PlatformsAug 21, 2026
Turning Recurring ClickUp Workflows Into Cost-Controlled AI Automation
A proposed automation architecture that routes every step of a process to the cheapest reliable option - code, an LLM, or a person - rather than automating every decision with a model by default.
- Sales, Lead Gen & OutreachAug 21, 2026
Designing an Autonomous AI Sales Operations Employee
A proposed multi-agent system that carries a lead from first research through to a booked meeting - reasoning and acting inside explicit guardrails, rather than running a fixed outreach sequence.
- Computer VisionAug 21, 2026
A Shared-Model Architecture for Consistent AI Character Generation at Scale
A proposed production diffusion pipeline that generates hundreds of distinct, identity-consistent AI characters from one frozen base model and lightweight, independently trained LoRA adapters.
- Multi-Agent & Agentic SystemsAug 21, 2026
Architecting an AI-Native Financial Context Engine for Creators
A five-layer MVP architecture that consolidates fragmented creator financial data into a single, ontology-driven view - designed on the same agentic, RAG, and hybrid-search patterns proven across Pfactorial's prior delivered systems.
- Computer VisionAug 21, 2026
A Computer-Vision Platform for Real-Time Parking Occupancy and Vehicle Number-Plate Recognition
How Pfactorial Technologies built a Flask-based vision system that monitors parking slot occupancy across multiple camera feeds and reads vehicle number plates from uploaded images.
- Content & Media GenerationAug 21, 2026
An Abstractive Text Summarization Service Built on a Gap-Sentence Transformer Model
How Pfactorial Technologies built a PEGASUS-based summarizer that condenses long-form text into a summary and an auto-generated headline through one pipeline.
- Legal & Contract AnalysisAug 21, 2026
Turning 345 Pages of Scanned Federal Tariff Schedules Into a Cited, AI-Searchable Corpus
How Pfactorial Technologies converted scanned tariff and trade-compliance PDFs into a structure-preserving, page-cited corpus that powers a grounded search application.
- Data Scraping & AggregationAug 21, 2026
A Verified, Multi-Source News Platform With AI-Anchor Narration and Hourly Refresh
How Pfactorial Technologies built Tru-Insight, a news aggregation app that verifies story authenticity with a machine-learning classifier and narrates headlines through an AI anchor.
- RAG & Semantic SearchAug 21, 2026
A Multi-Perspective AI Response Engine Grounded in Three Religious Texts
How Pfactorial Technologies built Unicite, an app that answers a single question with three parallel, text-grounded responses drawn from the Bhagavad Gita, the Quran, and the Bible.
- Voice AI & TelephonyAug 21, 2026
An Orchestrated Deterministic-and-Agentic Operations Layer for a UK Property Developer
How Pfactorial Technologies designed an AI agent system that automates document filing, planning-condition chasing, supplier pricing, and errand tasks for a UK property developer, splitting each workflow between deterministic code and agentic judgement.
- Data Scraping & AggregationAug 21, 2026
A Multi-Source News Aggregation Platform Consolidating Nine Publishers Into One Ranked Feed
How Pfactorial Technologies built a news aggregation platform that scrapes, ranks, and serves headlines from nine publishers as one consolidated, searchable feed.
- Data Scraping & AggregationAug 21, 2026
A Multi-Platform Review Intelligence Tool Turning Raw E-Commerce Reviews Into Topic-Scored Sentiment
How Pfactorial Technologies built a review-intelligence platform that aggregates, topic-models, and sentiment-scores product reviews across four e-commerce platforms.
- Content & Media GenerationAug 21, 2026
A Six-Capability AI Writing Companion Spanning Grammar, Translation, and Originality Checks
How Pfactorial Technologies built an AI writing companion that unifies grammar correction, predictive writing, translation, and originality checking behind one interface.
- Automotive & VehicleAug 21, 2026
A Single-Endpoint VIN Decoder Validating and Parsing Eight Vehicle Attributes From One 17-Character Code
How Pfactorial Technologies built a VIN decoding service that validates, parses, and returns a full vehicle profile from a single 17-character identification number.
- OCR & Document ExtractionAug 21, 2026
A Three-Stage Speech Pipeline Turning Spoken Input Into Elaborated, Spoken Output
How Pfactorial Technologies built a speech-to-content pipeline that transcribes spoken audio, elaborates it with a language model, and speaks the result back.
- Healthcare & ClinicalAug 21, 2026
A HIPAA-Compliant De-Identification Pipeline for Multi-Format Clinical Data
How Pfactorial Technologies built a de-identification pipeline that safely anonymizes both raw structured/unstructured clinical files and standardized OMOP CDM records for research use.