Use Cases

Explore how PrompX transforms workflows across industries with powerful agentic AI.

Healthcare

Clinical Claims & Prior‑Auth

Cut review time for medical claims and appeals.

PrompX ingests EHR PDFs, radiology images, and appeal letters, applies plan policies, then drafts rationale‑linked approvals or denials for human sign‑off.

Demo

Input: Batch of EHR PDFs + DICOM images + appeal letters

Output: JSON {claimId, status, rationalePageRefs[]}

Tech Stack

Doc‑DigitizerPolicy‑EvaluatorRecommendation‑GeneratorHuman‑Validator

Patient Record Summarization

Condense EHR data to quickly highlight critical info.

PrompX aggregates multi-year data and extracts key diagnostics for clinicians.

Demo

Input: Patient EHR PDFs + lab results

Output: Short summary with major diagnoses & recommended actions

Tech Stack

Data-AggregatorSummary-Composer

Telehealth Call Analysis

Generate follow-up steps from video consults.

Transcribes appointments, flags issues, and suggests next visits or referrals with supporting evidence.

Demo

Input: Telehealth video/audio + patient notes

Output: Client report with annotated care plan

Tech Stack

Transcription‑AgentCare‑Planner

Financial Services

AML Investigation

Triage suspicious transactions in minutes.

OCRs statements, cross‑checks sanctions lists, clusters related entities, and assembles an evidence‑linked case packet for compliance officers.

Demo

Input: 100 M‑row transaction CSV + KYC PDFs

Output: PDF case packet with risk score & citations

Tech Stack

OCR‑ParserSanction‑MatcherAnomaly‑RankerCase‑Builder

Credit Risk Optimizer

Enhance credit modeling from diverse data sources.

Combines FICO scores with transaction patterns, generating refined risk segments and recommended interest rates.

Demo

Input: Applicant details + account statements CSV

Output: JSON with riskTier, recommendedRate

Tech Stack

Score‑EnricherRisk‑Segmenter

Treasury Forecasting

Anticipate liquidity demands accurately.

Analyzes cash flows, market volatility, and existing credit lines, providing model-driven short-term forecasts.

Demo

Input: Transactional CSV + real-time market feed

Output: Daily forecast chart with recommended buffer

Tech Stack

Flow‑AnalyzerForecast‑Engine

Manufacturing

Quality Non‑Conformance Analysis

Pinpoint root causes of production defects.

Unifies sensor logs, inspection photos, and operator notes; detects deviation patterns and recommends corrective actions with cited evidence.

Demo

Input: IIoT sensor CSV + defect images + shift logs

Output: Root‑cause report with image links & fix plan

Tech Stack

Sensor‑FusionDeviation‑DetectorCause‑RankerAction‑Advisor

Supply Chain Optimizer

Reduce lead times and minimize disruptions.

PrompX cross-references demand forecasts with supplier performance and dynamically suggests order schedules.

Demo

Input: ERP forecast data + supplier metrics

Output: Optimal reorder plan with risk flags

Tech Stack

Demand‑ForecasterResilience‑Advisor

Inventory Status Check

Monitor stock levels and usage anomalies.

Analyzes sensor data and transaction logs, spotting mismatch patterns for proactive restocking.

Demo

Input: Warehouse sensor logs + pick-list CSV

Output: Alerts with recommended reorder quantity

Tech Stack

Log‑ParserMismatch‑Detector

Retail

Customer Complaint Resolution

Validate refund and chargeback requests fast.

PrompX links receipts, chat logs, and packaging photos with inventory data, then suggests approve/decline decisions citing exact evidence.

Demo

Input: Receipts PNG + chat transcript + CCTV clip

Output: Decision card {caseId, outcome, evidenceFrame}

Tech Stack

Receipt‑ParserChat‑SummarizerVideo‑Frame‑MatcherDecision‑Recommender

Sales & Promotions Analyzer

Optimize discount campaigns with past performance.

Aggregates sales data, compares promotional offers, and suggests best timings for deals.

Demo

Input: Historic sales DB + promotional event logs

Output: CSV detailing recommended discount schedule

Tech Stack

Pattern‑MinerPromo‑Forecaster

Virtual Stylist

Personalized product suggestions in real time.

Analyzes customer preferences, purchase history, and website interactions to recommend outfits or combos.

Demo

Input: User profile + product catalog

Output: Curated product suggestions with style tips

Tech Stack

Preference‑MatcherRecommendation‑Engine

Insurance

Damage Assessment (P&C)

Accelerate auto & property claim triage.

Ingests drone footage, adjuster photos, and invoices; benchmarks against historical payouts; outputs settlement recommendations with uncertainty flags.

Demo

Input: Drone video + adjuster JPEGs + repair invoices

Output: Settlement JSON {claimId, payout, confidence}

Tech Stack

Image‑Severity‑ScorerPolicy‑ComparatorPayout‑EstimatorUncertainty‑Flagger

Underwriting Risk Scoring

Automate risk analysis in real time.

Runs policy data through historical claim patterns to generate a risk-based premium recommendation.

Demo

Input: Policy application + historical claims data

Output: JSON risk score & premium suggestion

Tech Stack

Claims‑AnalyzerRisk‑Quantifier

Fraudulent Activity Monitor

Scan live claims for suspicious patterns.

Flags anomalies by comparing claim data against known fraudulent scenarios and triggers review requests.

Demo

Input: Claims database + known fraud patterns

Output: List of suspicious claims with reasons

Tech Stack

Pattern‑DetectorAlert‑Manager

Legal

eDiscovery & Brief Drafting

Cull evidence and draft arguments automatically.

Clusters millions of emails, PDFs, and audio depositions, highlights responsive exhibits, then drafts brief sections linking directly to evidence lines.

Demo

Input: 5 TB discovery corpus (emails, PDFs, audio)

Output: Draft brief DOCX + exhibit list

Tech Stack

Cluster‑ReducerRelevance‑ClassifierCitation‑WriterBrief‑Composer

Contract Clause Extractor

Pinpoint key terms in legal documents swiftly.

Locates high-risk or unusual clauses in large contract batches, enabling faster negotiation cycles.

Demo

Input: Multiple contract PDFs

Output: Highlighted text with clause classification

Tech Stack

Clause‑IndexerRisk‑Classifier

Litigation Timeline Builder

Craft chronological case narratives faster.

Sorts and organizes depositions, filings, and exhibits into cohesive timelines for legal teams.

Demo

Input: Case documents + discovery records

Output: Interactive timeline structure with references

Tech Stack

Document‑SorterTimeline‑Composer

Media Entertainment

Rights & Clearance

Verify usage rights across media assets.

Parses license contracts, detects brand and logo appearances in video frames, and outputs clearance matrix with yes/no flags and evidence.

Demo

Input: Contracts PDFs + 4K video files

Output: Clearance CSV {asset, status, evidenceFrame}

Tech Stack

Contract‑ParserLogo‑DetectorClearance‑Matrix‑Builder

Social Sentiment Tracker

Gauge brand perception across media platforms.

Aggregates social data, categorizes sentiment, and alerts marketing teams to trending issues.

Demo

Input: Social media feeds + influencer data

Output: Sentiment dashboard with brand mentions

Tech Stack

Social‑MonitorTrend‑Identifier

Script Duration Estimator

Predict total runtime for shows or commercials.

Uses historical pacing data to gauge final run lengths, offering cut suggestions when needed.

Demo

Input: Screenplays + historical runtime logs

Output: Estimated duration with scene-level breakdown

Tech Stack

Script‑ParserTiming‑Predictor

Energy

Predictive Maintenance

Rank assets by failure risk.

Correlates vibration signals, inspection images, and work orders; predicts failure likelihood and recommends optimal maintenance windows.

Demo

Input: Sensor streams + inspection JPEGs + CMMS data

Output: Dashboard {assetId, riskScore, window}

Tech Stack

Signal‑AnalyzerRisk‑PredictorMaintenance‑Scheduler

Renewable Integration Planner

Optimize grid stability with green sources.

Simulates load demands and weather patterns to schedule wind/solar input and reduce fuel usage.

Demo

Input: Weather predictions + current grid load data

Output: Timetable for renewable power integration

Tech Stack

Load‑ForecasterAllocation‑Controller

Emissions Tracker

Monitor and compare real-time emissions outputs.

Collects sensor data from different plants, flags anomalies, and recommends remedial steps.

Demo

Input: CO2 sensor data + plant operation logs

Output: Daily emission chart with flagged spikes

Tech Stack

Sensor‑MonitorEmission‑Analyzer

Government

Benefits Eligibility & Fraud Detection

Validate subsidy claims and flag anomalies.

OCRs application forms, cross‑checks tax databases, and issues eligibility decisions with autogenerated notices and fraud alerts.

Demo

Input: Citizen forms PDF + tax API

Output: Decision JSON {appId, eligible, reasons[]}

Tech Stack

Form‑DigitizerEligibility‑EngineFraud‑DetectorNotice‑Generator

Digital Receipts Auditor

Streamline budget reporting and analysis.

Processes e-receipts from public agencies and cross-checks expense categories for compliance.

Demo

Input: Department e-receipt PDFs + procurement data

Output: Compliance JSON with flagged transactions

Tech Stack

Receipt‑ParserCompliance‑Checker

Voter Registration Validation

Automate record checks for electoral integrity.

Cross-references ID details, addresses, and eligibility databases to confirm valid registrations.

Demo

Input: Citizen registration forms + ID database

Output: Validation results {voterId, valid, reason}

Tech Stack

Data‑CrosscheckerEligibility‑Validator

Education

Accreditation Compliance

Assemble evidence portfolios effortlessly.

Maps syllabi, lecture recordings, and assessment data to accreditor rubrics, then drafts compliance reports with embedded artifacts.

Demo

Input: Course syllabi PDFs + LMS exports

Output: Compliance report DOCX with artifact links

Tech Stack

Rubric‑MapperArtifact‑AssemblerReport‑Composer

Curriculum Gaps Analyzer

Identify weak spots in course structures.

Compares course outlines with accreditation standards and suggests bridging content or modules.

Demo

Input: Curriculum PDF + accreditation rubric

Output: Gap analysis with recommended enhancements

Tech Stack

Curriculum‑ParserGap‑Highlighter

Personalized Learning Tracker

Adapt educational paths for each student.

Analyzes learning data, recommends custom study plans, and tracks progress in real time.

Demo

Input: Student performance DB + LMS logs

Output: List of targeted resources per student

Tech Stack

Progress‑EvaluatorPlan‑Generator

Logistics

Trade Compliance

Automate HS‑code assignment and checks.

Extracts commodity data from invoices and photos, compares against tariff tables and restricted‑party lists, and flags mismatches with actionable justifications.

Demo

Input: Customs invoice PDF + product JPEGs

Output: CSV {lineItem, hsCode, complianceStatus}

Tech Stack

Commodity‑ExtractorTariff‑MatcherRestriction‑Checker

Last-Mile Routing

Streamline final delivery steps.

Optimally sequences drop-offs, factoring in traffic patterns and package handling constraints.

Demo

Input: Distribution center data + route constraints

Output: Route plan with updated ETAs

Tech Stack

Route‑OptimizerETA‑Calculator

Warehousing Efficiency

Automate slotting strategies and workflow layouts.

Analyzes item popularity, zone constraints, and staff availability to reduce picking time.

Demo

Input: Warehouse inventory data + layout design

Output: Optimized shelving plan with staff assignments

Tech Stack

Layout‑AnalyzerWorkflow‑Optimizer

Real Estate

Change‑Order Validation

Shorten cycles for RFIs and change orders.

Compares blueprints, site photos, and sensor readings to contract specs; detects scope deviations and produces approval packets for PM sign‑off.

Demo

Input: Blueprint PDFs + site drone images + BIM data

Output: Change‑order summary PDF with deviation hotspots

Tech Stack

Blueprint‑ComparerDeviation‑DetectorApproval‑Packager

Property Value Estimator

Gauge fair pricing with localized factors.

Reviews comps, location data, and property conditions to generate real-time valuation updates.

Demo

Input: MLS listings + building inspection logs

Output: Valuation range with confidence interval

Tech Stack

Market‑ComparerValuation‑Engine

Construction Permit Checker

Automate compliance checks for building projects.

Reads local regulations and compares building plans, flagging any code violations before submission.

Demo

Input: Blueprint PDFs + municipal code docs

Output: Permit readiness report with violation details

Tech Stack

Regulation‑ParserCompliance‑Verifier