Custom Enterprise AI Agents
Every agent below is a realistic example of what SERGENTA can design and build for your organisation. All demonstrations are interactive simulations using fictional data. Nothing connects to real systems.
130+
Agent Examples
43
Industries
30
Business Functions
AML Compliance Agent
Banking
Automated anti-money laundering monitoring with transaction pattern analysis and regulatory reporting.
Credit Risk Assessment Agent
Banking
Real-time credit scoring using financial history, market data, and behavioural signals.
Fraud Detection Agent
Banking
Real-time transaction fraud detection with ML-based anomaly scoring and instant blocking.
Wealth Advisory Agent
Banking
Portfolio analysis and personalised investment recommendations for relationship managers.
Customer Onboarding Agent
Banking
KYC document verification, identity validation, and automated account opening workflows.
Regulatory Reporting Agent
Banking
Automated regulatory report generation for FINMA, Basel III, and CRS reporting requirements.
Portfolio Analytics Agent
Financial Services
Multi-asset portfolio performance attribution and risk decomposition.
Investment Research Agent
Financial Services
Autonomous equity research with fundamental analysis and market sentiment synthesis.
Client Intelligence Agent
Financial Services
360-degree client profiling for personalised financial product recommendations.
Market Risk Agent
Financial Services
Value-at-risk calculation, stress testing, and market risk monitoring.
Claims Processing Agent
Insurance
Automated claim intake, document verification, and initial assessment.
Underwriting Agent
Insurance
Risk assessment and premium calculation using multi-factor analysis.
Claims Fraud Agent
Insurance
Fraudulent claim detection with pattern analysis and network investigation.
Policy Comparison Agent
Insurance
Automated policy comparison and coverage gap analysis for advisors.
Patient Intake Agent
Healthcare
Automated patient registration, insurance verification, and medical history capture.
Medical Compliance Agent
Healthcare
Healthcare regulatory compliance monitoring for patient data and treatment protocols.
Medical Documentation Agent
Healthcare
Clinical documentation assistance with voice-to-text and coding suggestions.
Appointment Scheduling Agent
Healthcare
Intelligent appointment scheduling with resource optimisation and no-show prediction.
Insurance Verification Agent
Healthcare
Real-time insurance eligibility verification and pre-authorisation.
Medical Coding Agent
Healthcare
Automated ICD-10 and CPT code assignment from clinical documentation.
Clinical Research Agent
Healthcare
Literature review, data extraction, and clinical trial protocol assistance.
Discharge Planning Agent
Healthcare
Automated discharge planning with care coordination and follow-up scheduling.
Research Literature Agent
Life Sciences
Automated scientific literature review and hypothesis generation.
Regulatory Submission Agent
Life Sciences
FDA/EMA submission document preparation and compliance checking.
Clinical Trial Agent
Life Sciences
Trial monitoring, adverse event tracking, and protocol deviation detection.
Drug Interaction Agent
Pharmaceutical
Comprehensive drug-drug interaction checking with evidence synthesis.
Pharmacovigilance Agent
Pharmaceutical
Adverse event monitoring, signal detection, and safety reporting automation.
Pharma Supply Chain Agent
Pharmaceutical
Cold chain monitoring, expiry tracking, and supply optimisation.
Predictive Maintenance Agent
Manufacturing
IoT sensor analysis for equipment failure prediction and maintenance scheduling.
Quality Inspection Agent
Manufacturing
Computer vision-based defect detection and SPC monitoring.
Production Planning Agent
Manufacturing
Demand-driven production scheduling with capacity and material optimisation.
Energy Optimisation Agent
Manufacturing
Real-time energy consumption monitoring and optimisation across production lines.
Tender Analysis Agent
Construction
Automated tender evaluation, bid comparison, and risk assessment.
Site Monitoring Agent
Construction
Construction site progress monitoring with drone imagery and schedule analysis.
Safety Compliance Agent
Construction
Real-time safety rule enforcement and PPE compliance monitoring.
Cost Estimation Agent
Construction
Automated project cost estimation using historical data and material pricing.
Building Code Agent
Architecture
Automated building code compliance checking for design documents.
Project Research Agent
Architecture
Site analysis, precedent research, and material specification assistance.
Client Communication Agent
Architecture
Automated project updates, RFI responses, and change order documentation.
Structural Analysis Agent
Engineering
Automated structural load analysis and compliance verification.
Specification Agent
Engineering
Automated technical specification generation and cross-referencing.
Engineering Compliance Agent
Engineering
Standards and norms compliance checking (SIA, Eurocode, DIN).
Grid Monitoring Agent
Energy
Real-time grid health monitoring with anomaly detection and predictive maintenance.
Energy Forecasting Agent
Energy
Demand and generation forecasting using weather, usage, and market data.
Asset Performance Agent
Energy
Power generation asset performance monitoring and optimisation.
Route Optimisation Agent
Logistics
Dynamic route optimisation with real-time traffic and delivery window constraints.
Warehouse Operations Agent
Logistics
Inventory tracking, pick-path optimisation, and capacity management.
Shipment Tracking Agent
Logistics
Multi-carrier shipment tracking with delay prediction and proactive notification.
Freight Procurement Agent
Logistics
Carrier rate comparison, capacity booking, and freight cost optimisation.
Demand Forecasting Agent
Retail
Product-level demand forecasting with seasonality and promotion modelling.
Inventory Optimisation Agent
Retail
Multi-echelon inventory optimisation with reorder point and safety stock calculation.
Customer Insights Agent
Retail
Customer segmentation, basket analysis, and personalised recommendations.
Price Optimisation Agent
Retail
Dynamic pricing with competitor monitoring and elasticity modelling.
Property Valuation Agent
Real Estate
Automated property valuation using comparable sales, market trends, and property data.
Tenant Management Agent
Real Estate
Lease administration, tenant communication, and renewal management.
Market Analysis Agent
Real Estate
Real estate market trend analysis and investment opportunity identification.
Citizen Service Agent
Government
Automated citizen inquiry handling and public service navigation.
Permit Processing Agent
Government
Automated building permit and zoning application review.
Public Procurement Agent
Government
Tender management, bid evaluation, and supplier compliance verification.
Student Advising Agent
Education
Personalised course recommendations and academic pathway planning.
Admissions Agent
Education
Application screening, document verification, and admissions workflow.
Learning Analytics Agent
Education
Student performance monitoring and early intervention for at-risk students.
DevOps Agent
Technology
Infrastructure monitoring, deployment automation, and incident response.
Code Review Agent
Technology
Automated code quality analysis, security scanning, and best practice enforcement.
Customer Success Agent
Technology
Account health monitoring, churn prediction, and proactive engagement.
Contract Review Agent
Legal Services
Automated contract analysis, clause extraction, and risk flagging.
Legal Research Agent
Legal Services
Case law search, precedent analysis, and legal memo generation.
Litigation Strategy Agent
Legal Services
Case outcome prediction and litigation strategy support.
E-Discovery Agent
Legal Services
Automated document review, relevance classification, and privilege detection.
Market Research Agent
Consulting
Autonomous market research with data synthesis and insight generation.
Proposal Agent
Consulting
Automated proposal generation from client requirements and firm capabilities.
Engagement Knowledge Agent
Consulting
Firm-wide knowledge retrieval for engagement teams.
Content Intelligence Agent
Media
Content trend analysis, topic discovery, and editorial calendar optimisation.
Media Monitoring Agent
Media
Real-time brand mention tracking and sentiment analysis across media channels.
Audience Analytics Agent
Media
Audience segmentation, engagement prediction, and content personalisation.
Automotive Supply Chain Agent
Automotive
Multi-tier supplier visibility and just-in-sequence delivery coordination.
Quality Assurance Agent
Automotive
In-line quality inspection with computer vision and defect root cause analysis.
Dealership Intelligence Agent
Automotive
Lead scoring, inventory optimisation, and customer lifecycle management.
Flight Operations Agent
Aviation
Flight monitoring, disruption prediction, and crew scheduling optimisation.
Aircraft Maintenance Agent
Aviation
Predictive maintenance for aircraft systems and MRO scheduling.
Passenger Experience Agent
Aviation
Personalised passenger communication and disruption management.
Network Operations Agent
Telecommunications
Network health monitoring, capacity planning, and outage prediction.
Customer Churn Agent
Telecommunications
Churn prediction with proactive retention campaign management.
Telecom Fraud Agent
Telecommunications
Subscription fraud, SIM swap, and PBX fraud detection.
Crop Monitoring Agent
Agriculture
Satellite and IoT-based crop health monitoring with yield prediction.
Livestock Agent
Agriculture
Animal health monitoring and welfare compliance tracking.
Agricultural Supply Agent
Agriculture
Input cost optimisation and commodity price forecasting.
Food Safety Agent
Food & Beverage
HACCP compliance monitoring and contamination risk assessment.
Recipe Optimisation Agent
Food & Beverage
Formulation optimisation, cost reduction, and nutritional profiling.
Cold Chain Agent
Food & Beverage
Temperature monitoring and shelf-life optimisation across the supply chain.
Process Optimisation Agent
Chemicals
Chemical process optimisation with yield improvement and energy reduction.
Chemical Safety Agent
Chemicals
REACH compliance, SDS generation, and hazardous material management.
Geological Analysis Agent
Mining
Exploration data analysis and resource estimation.
Equipment Agent
Mining
Heavy equipment monitoring and predictive maintenance.
Intelligence Analysis Agent
Defence
Multi-source intelligence fusion and threat assessment.
Defence Procurement Agent
Defence
Contract compliance, supplier vetting, and acquisition management.
Donor Intelligence Agent
Non-Profit
Donor segmentation, giving prediction, and campaign optimisation.
Impact Measurement Agent
Non-Profit
Programme outcome tracking and social impact measurement.
Clienteling Agent
Luxury
VIP client management, personalised recommendations, and boutique intelligence.
Authenticity Agent
Luxury
Product authentication and anti-counterfeit monitoring.
Luxury Supply Agent
Luxury
Premium materials sourcing and limited edition allocation management.
Trade Marketing Agent
Consumer Goods
Retail execution monitoring, shelf analysis, and promo effectiveness.
Consumer Insights Agent
Consumer Goods
Consumer trend analysis, sentiment monitoring, and product feedback synthesis.
Revenue Management Agent
Hospitality
Dynamic pricing, occupancy optimisation, and channel management.
Guest Experience Agent
Hospitality
Personalised guest communication, preference tracking, and service recovery.
Staffing Optimisation Agent
Hospitality
Demand-based staff scheduling and labour cost optimisation.
Traffic Management Agent
Smart Cities
Real-time traffic monitoring and signal optimisation.
Waste Management Agent
Smart Cities
Route optimisation for waste collection and bin fill monitoring.
Urban Energy Agent
Smart Cities
City-wide energy consumption monitoring and efficiency optimisation.
Port Operations Agent
Shipping
Berth scheduling, crane allocation, and yard management optimisation.
Vessel Monitoring Agent
Shipping
Vessel tracking, ETA prediction, and fuel optimisation.
Performance Analytics Agent
Sports
Athlete performance monitoring, injury prediction, and training optimisation.
Fan Engagement Agent
Sports
Fan segmentation, ticket optimisation, and personalised engagement.
Content Strategy Agent
Television
Viewership analytics, content acquisition, and scheduling optimisation.
Advertising Agent
Television
Ad inventory optimisation and audience-based ad targeting.
Reservoir Analysis Agent
Oil & Gas
Geophysical data analysis and production optimisation.
Pipeline Monitoring Agent
Oil & Gas
Pipeline integrity monitoring and leak detection.
Smart Meter Agent
Utilities
AMI data processing, consumption analytics, and anomaly detection.
Outage Management Agent
Utilities
Outage detection, crew dispatch, and restoration tracking.
Search Intelligence Agent
E-Commerce
Search relevance optimisation and query understanding.
E-Commerce Fraud Agent
E-Commerce
Payment fraud detection and account takeover prevention.
Personalisation Agent
E-Commerce
Product recommendations and dynamic content personalisation.
Destination Intelligence Agent
Tourism
Visitor analytics, experience optimisation, and marketing attribution.
Booking Intelligence Agent
Tourism
Dynamic pricing and personalised package recommendations.
Case Management Agent
Public Sector
Social service case intake, eligibility verification, and workflow management.
Benefits Fraud Agent
Public Sector
Welfare and benefits fraud detection.
Transit Operations Agent
Transportation
Fleet management, schedule optimisation, and passenger flow analysis.
Fleet Monitoring Agent
Transportation
Vehicle health monitoring and predictive maintenance.
Site Reliability Agent
Software
Service monitoring, SLO tracking, and automated incident response.
Product Intelligence Agent
Software
User behaviour analytics, feature adoption, and churn prediction.