🧩 AI Capability Center
9 categories · 30 atomic AI capabilities
one central kitchen serving 11 industries
All 110 demos rest on one foundation of AI capabilities — that is Orion's technical leverage
9
Categories
30
Atomic capabilities
11
Industries
110+
P0 demos built
9 capability categories
Click each card to see the atomic capabilities
👁️
A
Perception
Let AI see the world · OCR / ASR / visual understanding
A1OCR (Optical Character Recognition)
6 demoA2Document Layout Parsing
5 demoA3Table Recognition
—A4Seal / Signature Detection
—A5ASR (Speech-to-Text)
4 demoA6Image / Video Understanding
14 demo🧠
B
Understanding
Let AI grasp meaning · entity extraction / classification / knowledge graph
B1Information Extraction (Entity/Relation/Event)
31 demoB2Text Classification
17 demoB3Sentiment & Intent Recognition
10 demoB4Knowledge Graph Construction
13 demo🔍
C
Retrieval
Let AI find info · RAG / semantic search
C1Retrieval-Augmented Generation (RAG)
28 demoC2Semantic Search
7 demoC3Multimodal Retrieval
2 demo✍️
D
Generation
Let AI produce content · text / summary / translation / image / TTS
D1Long-form Text Generation
31 demoD2Summarization
20 demoD3Translation (with Glossary)
1 demoD4Code Generation
1 demoD5TTS (Text-to-Speech)
2 demoD6Image Generation / Editing
3 demo⚙️
E
Reasoning
Let AI think in multiple steps · Agent / tool use / scoring
E1Multi-step Reasoning Agent
11 demoE2Task Planning & Decomposition
—E3Tool Use
—E4Decision Matrix / Scoring
24 demo📈
F
Prediction
Let AI see the future · time-series / anomaly / recommendation
F1Trend / Demand Forecasting
17 demoF2Anomaly Detection / Risk Alerting
27 demoF3Recommendation System
13 demo🔄
G
Compare & Monitor
Let AI keep watching · version diff / sentiment tracking
G1Document Version Diff
7 demoG2Continuous Monitoring / Sentiment Tracking
17 demo💬
H
Dialogue
Let AI talk naturally · multi-turn / context memory
H1Multi-turn Dialogue (Context / Persona / Compliance)
19 demo🔧
I
Workflow
Let AI orchestrate work · Agent orchestration / RPA + AI
I1Agent Workflow Orchestration / RPA+AI
12 demoCapability × Industry heatmap
Each cell shows how many P0 demos in that industry use that capability category
| Capability \ Industry | 🏦Financ | 🛡️Insura | 🚗Automo | 🛍️Retail | 🏥Health | ⚖️Legal | 📦Logist | 🏢Real E | ⚡Energy | 🎓Educat | 🏛️Govern |
|---|---|---|---|---|---|---|---|---|---|---|---|
👁️ A · Perception | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 5 | 2 | 2 | 3 |
🧠 B · Understanding | 7 | 4 | 6 | 6 | 6 | 7 | 3 | 4 | 5 | 5 | 7 |
🔍 C · Retrieval | 5 | 3 | 3 | 2 | 4 | 8 | 2 | 1 | 2 | 4 | 2 |
✍️ D · Generation | 3 | 5 | 1 | 5 | 5 | 4 | 3 | 5 | 4 | 6 | 4 |
⚙️ E · Reasoning | 6 | 4 | 2 | 3 | 5 | 3 | 4 | 1 | 3 | 1 | 2 |
📈 F · Prediction | 4 | 3 | 6 | 6 | 1 | 1 | 6 | 4 | 4 | 3 | 4 |
🔄 G · Compare & Monitor | 3 | 2 | 1 | 1 | 1 | 2 | 5 | 2 | 3 | 1 | 3 |
💬 H · Dialogue | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 |
🔧 I · Workflow | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
0
1
2
3+
Where each capability is used
P0 demos already built · click to navigate
A1
6 demo using this capabilityOCR (Optical Character Recognition)
Perception
A2
5 demo using this capabilityDocument Layout Parsing
Perception
A5
4 demo using this capabilityASR (Speech-to-Text)
Perception
A6
14 demo using this capabilityImage / Video Understanding
Perception
🏥 Chest X-Ray AI Assistant🛍️ Product Image & Detail Page Generator🛍️ Store Inspection Computer Vision📦 Damage Claim Automation🏢 Floorplan Recognition & Generation🏢 Project Progress Reporter🏢 Commercial Tenant Analytics🎓 Course Video Editor & Summary🏛️ City Operations Anomaly Monitor🏛️ Public Safety Video Analytics🛡️ Auto Damage Photo Assessment🚗 Surface Defect Vision Inspection🏢 Property Listing Photo QC⚡ Pipeline Inspection Drone Analytics
B1
31 demo using this capabilityInformation Extraction (Entity/Relation/Event)
Understanding
🏦 KYC Due Diligence & Risk Rating🏦 Smart Credit Application Review🏥 EMR Structured Extraction🏥 Clinical Guideline Q&A🛍️ E-commerce Chatbot (Pre-sale + Post-sale + Returns)🏦 Contract Clause Diff🚗 Multilingual Technical Documentation🛍️ Title & SEO Optimization🏥 Medical Literature Search & Summary🏥 Prescription Review🏥 Clinical Trial Recruitment⚖️ Law & Regulation Q&A⚖️ Due Diligence Report Auto-build⚖️ Contract Version & Negotiation Tracking⚖️ Enterprise Compliance Scan📦 Damage Claim Automation🏢 Sales Contract & Mortgage Review⚡ Carbon Emission Report Generator⚡ Procurement Contract Review🏛️ Official Document Drafting🛡️ Auto Damage Photo Assessment🛡️ Underwriting Decision Memo Generator🚗 Maintenance Procedure Q&A⚖️ Litigation Brief Generator⚖️ Discovery Document Triage📦 Shipment Documentation Generator🏢 Listing Description Generator⚡ Outage Communication Generator🎓 Curriculum-Aligned Quiz Generator🏛️ Civil Permit Document Review🏛️ Press Release Drafter
B2
17 demo using this capabilityText Classification
Understanding
🏦 Call-Center Agent Copilot🛍️ Product Image & Detail Page Generator🛍️ Product Review Analytics & Improvement Insights🏦 Customer Complaint Triage & Response🛡️ Complaint & Regulatory Filing🚗 Customer Complaint & Recall Early Warning🚗 Dealer Performance & Inventory Watch🏥 Triage & Wayfinding Bot📦 Customer Service Bot🏢 Visit-to-Close Funnel Analysis🎓 Student Performance Report🎓 Paper Plagiarism & Style Check🏛️ Citizen Hotline Bot🏛️ Petition Triage & Handling⚖️ Discovery Document Triage🎓 Student Help-Ticket Triage🏛️ 311 Call Center Live
B3
10 demo using this capabilitySentiment & Intent Recognition
Understanding
🏦 Call-Center Agent Copilot🛍️ E-commerce Chatbot (Pre-sale + Post-sale + Returns)🛍️ Product Review Analytics & Improvement Insights🏦 Customer Complaint Triage & Response🛡️ Complaint & Regulatory Filing🚗 Customer Complaint & Recall Early Warning🛍️ CRM Segmentation & Outreach🏢 Resident Complaint Sentiment🏛️ Petition Triage & Handling🎓 Student Help-Ticket Triage
B4
13 demo using this capabilityKnowledge Graph Construction
Understanding
🏦 KYC Due Diligence & Risk Rating🏥 EMR Structured Extraction🏦 Real-time Fraud Monitoring🏦 Corporate Client Health Watch🛡️ Customer Health Risk Profile🚗 Supplier Quality & Risk Monitor🚗 Craft Knowledge Capture🛍️ New Product Discovery⚖️ IP Search & Conflict Analysis⚡ Fault Root-Cause Analysis🏛️ Investment Promotion Company Profile⚡ Plant Asset Health Live🎓 Enrollment Trend Predictor
C1
28 demo using this capabilityRetrieval-Augmented Generation (RAG)
Retrieval
🏦 KYC Due Diligence & Risk Rating🏦 Call-Center Agent Copilot🏥 Clinical Guideline Q&A🛍️ E-commerce Chatbot (Pre-sale + Post-sale + Returns)🏦 Wealth Advisor Copilot🏦 Industry Research Report Generator🏦 Regulatory Policy Parser🛡️ Policy Clause Q&A🛡️ Agent Training & Test Generator🛡️ Group Plan Auto-builder🚗 Craft Knowledge Capture🏥 Medical Literature Search & Summary🏥 Health Policy & DRG Parser⚖️ Law & Regulation Q&A⚖️ Due Diligence Report Auto-build⚖️ Regulatory Change Tracker⚖️ Law Firm Knowledge Assistant📦 Customer Service Bot⚡ Safety Procedure Q&A⚡ Energy Policy & Regulation Parser🎓 Teacher Lesson Prep Assistant🎓 Admissions Inquiry Bot🏛️ Citizen Hotline Bot🚗 Maintenance Procedure Q&A⚖️ Litigation Brief Generator⚖️ Case Outcome Prediction📦 Trade Compliance Q&A🎓 Curriculum-Aligned Quiz Generator
C2
7 demo using this capabilitySemantic Search
Retrieval
C3
2 demo using this capabilityMultimodal Retrieval
Retrieval
D1
31 demo using this capabilityLong-form Text Generation
Generation
🏥 Chest X-Ray AI Assistant🛍️ Product Image & Detail Page Generator🏦 Customer Complaint Triage & Response🏦 Industry Research Report Generator🛡️ Renewal Retention Copilot🛡️ Agent Training & Test Generator🛡️ Group Plan Auto-builder🛡️ Complaint & Regulatory Filing🛍️ Livestream Script & Talk Track🛍️ CRM Segmentation & Outreach🛍️ Title & SEO Optimization🏥 Patient Education Content⚖️ Due Diligence Report Auto-build📦 Damage Claim Automation📦 Operations Report Generator🏢 Property Fee Collection Bot🏢 Project Progress Reporter⚡ Drilling Daily Report Generator⚡ Carbon Emission Report Generator🎓 Teacher Lesson Prep Assistant🎓 Student Performance Report🏛️ Petition Triage & Handling🏛️ Official Document Drafting🛡️ Underwriting Decision Memo Generator⚖️ Litigation Brief Generator📦 Shipment Documentation Generator🏢 Listing Description Generator⚡ Outage Communication Generator🎓 Student Help-Ticket Triage🎓 Curriculum-Aligned Quiz Generator🏛️ Press Release Drafter
D2
20 demo using this capabilitySummarization
Generation
🛍️ Product Review Analytics & Improvement Insights🏦 Industry Research Report Generator🏦 Regulatory Policy Parser🛡️ Agent Training & Test Generator🛍️ Livestream Script & Talk Track🏥 Medical Literature Search & Summary🏥 Patient Education Content🏥 Health Policy & DRG Parser⚖️ Regulatory Change Tracker⚖️ Enterprise Compliance Scan📦 Operations Report Generator🏢 Resident Complaint Sentiment🏢 Project Progress Reporter⚡ Drilling Daily Report Generator⚡ Carbon Emission Report Generator⚡ Energy Policy & Regulation Parser🎓 Course Video Editor & Summary🏢 Listing Description Generator⚡ Outage Communication Generator🏛️ Press Release Drafter
D3
1 demo using this capabilityTranslation (with Glossary)
Generation
D4
1 demo using this capabilityCode Generation
Generation
D5
2 demo using this capabilityTTS (Text-to-Speech)
Generation
D6
3 demo using this capabilityImage Generation / Editing
Generation
E1
11 demo using this capabilityMulti-step Reasoning Agent
Reasoning
🏥 Clinical Guideline Q&A🛍️ Product Review Analytics & Improvement Insights🏦 Industry Research Report Generator🏦 Regulatory Policy Parser🛡️ Group Plan Auto-builder⚖️ Due Diligence Report Auto-build📦 Route Optimization & Freight Forecast📦 Warehouse Slotting Optimization⚡ Fault Root-Cause Analysis🚗 Production & Demand Forecast⚖️ Litigation Brief Generator
E4
24 demo using this capabilityDecision Matrix / Scoring
Reasoning
🏦 KYC Due Diligence & Risk Rating🏦 Smart Credit Application Review🏦 Call-Center Agent Copilot🏥 Clinical Guideline Q&A🏥 Chest X-Ray AI Assistant🛍️ E-commerce Chatbot (Pre-sale + Post-sale + Returns)🏦 Customer Complaint Triage & Response🛡️ Claim Anomaly Watcher🛍️ Store Inspection Computer Vision🏥 Prescription Review🏥 Triage & Wayfinding Bot🏥 Clinical Trial Recruitment⚖️ Enterprise Compliance Scan📦 Supplier Risk & Performance Eval⚡ Procurement Contract Review🎓 Personalized Learning Path🏛️ Public Safety Video Analytics🛡️ Auto Damage Photo Assessment🛡️ Underwriting Decision Memo Generator🚗 Surface Defect Vision Inspection📦 Carrier Performance Live Dashboard🏢 Property Listing Photo QC⚡ Pipeline Inspection Drone Analytics🏛️ Civil Permit Document Review
F1
17 demo using this capabilityTrend / Demand Forecasting
Prediction
🛍️ Product Review Analytics & Improvement Insights🚗 Predictive Maintenance🚗 Dealer Performance & Inventory Watch🛍️ Inventory & Demand Forecast📦 Route Optimization & Freight Forecast📦 Warehouse Slotting Optimization📦 Operations Report Generator🏢 Visit-to-Close Funnel Analysis🏢 Commercial Tenant Analytics⚡ Customer Power Anomaly Detection🎓 Student Performance Report🛡️ Live Loss Ratio Dashboard🚗 Production & Demand Forecast⚖️ Case Outcome Prediction🏢 Property Valuation Predictor🎓 Enrollment Trend Predictor🏛️ 311 Call Center Live
F2
27 demo using this capabilityAnomaly Detection / Risk Alerting
Prediction
🏦 Smart Credit Application Review🏦 Real-time Fraud Monitoring🏦 Corporate Client Health Watch🛡️ Renewal Retention Copilot🛡️ Customer Health Risk Profile🚗 Predictive Maintenance🚗 Supplier Quality & Risk Monitor🚗 Customer Complaint & Recall Early Warning🚗 Dealer Performance & Inventory Watch🛍️ Inventory & Demand Forecast🏥 Patient Follow-up Bot📦 Route Optimization & Freight Forecast📦 Supplier Risk & Performance Eval📦 Cold-chain & Hazmat Temperature Watch🏢 Commercial Tenant Analytics⚡ Fault Root-Cause Analysis⚡ Customer Power Anomaly Detection🏛️ City Operations Anomaly Monitor🏛️ Public Safety Video Analytics🛡️ Live Loss Ratio Dashboard🚗 Surface Defect Vision Inspection🚗 Production & Demand Forecast📦 Carrier Performance Live Dashboard⚡ Plant Asset Health Live⚡ Pipeline Inspection Drone Analytics🎓 Enrollment Trend Predictor🏛️ 311 Call Center Live
F3
13 demo using this capabilityRecommendation System
Prediction
🛍️ E-commerce Chatbot (Pre-sale + Post-sale + Returns)🏦 Wealth Advisor Copilot🛡️ Renewal Retention Copilot🛡️ Customer Health Risk Profile🛍️ Personalized Recommendation🛍️ CRM Segmentation & Outreach🛍️ New Product Discovery🏢 Visit-to-Close Funnel Analysis🏢 Property Fee Collection Bot🎓 Personalized Learning Path🏛️ Investment Promotion Company Profile⚖️ Case Outcome Prediction🏢 Property Valuation Predictor
G1
7 demo using this capabilityDocument Version Diff
Compare
G2
17 demo using this capabilityContinuous Monitoring / Sentiment Tracking
Compare
🏦 Regulatory Policy Parser🏦 Corporate Client Health Watch🛡️ Claim Anomaly Watcher🚗 Supplier Quality & Risk Monitor🛍️ New Product Discovery🏥 Health Policy & DRG Parser⚖️ Regulatory Change Tracker📦 Supplier Risk & Performance Eval📦 Cold-chain & Hazmat Temperature Watch🏢 Resident Complaint Sentiment⚡ Energy Policy & Regulation Parser🏛️ Investment Promotion Company Profile🏛️ City Operations Anomaly Monitor🛡️ Live Loss Ratio Dashboard📦 Carrier Performance Live Dashboard📦 Trade Compliance Q&A⚡ Plant Asset Health Live
H1
19 demo using this capabilityMulti-turn Dialogue (Context / Persona / Compliance)
Dialogue
🏦 Call-Center Agent Copilot🏥 Clinical Guideline Q&A🛍️ E-commerce Chatbot (Pre-sale + Post-sale + Returns)🏦 Wealth Advisor Copilot🛡️ Policy Clause Q&A🚗 Craft Knowledge Capture🏥 Patient Follow-up Bot🏥 Triage & Wayfinding Bot⚖️ Law & Regulation Q&A⚖️ Law Firm Knowledge Assistant📦 Customer Service Bot🏢 Property Fee Collection Bot⚡ Safety Procedure Q&A🎓 Admissions Inquiry Bot🎓 Language Conversation Tutor🏛️ Citizen Hotline Bot🏛️ Cross-Department Data Query🚗 Maintenance Procedure Q&A📦 Trade Compliance Q&A
I1
12 demo using this capabilityAgent Workflow Orchestration / RPA+AI
Workflow
🏦 Call-Center Agent Copilot🛍️ E-commerce Chatbot (Pre-sale + Post-sale + Returns)🛡️ Claim Anomaly Watcher🚗 Predictive Maintenance🏥 Patient Follow-up Bot⚖️ Due Diligence Report Auto-build📦 Route Optimization & Freight Forecast🏢 Property Fee Collection Bot⚡ Fault Root-Cause Analysis🎓 Teacher Lesson Prep Assistant🏛️ Petition Triage & Handling🚗 Maintenance Procedure Q&A
Same foundation · 110 demos
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