AI Business Cases for Real‑World Industries

Customer AI Agents

AI consultant on the automaker’s or logistics provider’s website/app: selects the configuration, checks availability, and places the order.

* 15 % increase in purchase conversion

Employee AI Agents

Support AI bot: analyzes employee requests, compiles history, and assesses skill level.

Employee Quality Control AI Agent: identifies performance gaps, checks compliance, and suggests improvements and training.

* 25% increase in overall employee efficiency

Code AI Agents

Corporate Developer Assistant: understands the internal codebase, writes tests, and provides code reviews.

* 30% faster release cycles

Data AI Agents

"What-if" Supply Chain Simulator: uses digital twins to model scenarios and assess outcomes.

Digital Twin of the Entire Delivery Network: models last-mile logistics and warehouse operations.

Risk Watch & ESG Monitoring: real-time supplier risk tracking.

Fleet Telematics Analytics: analyzes vehicle data for safety, efficiency, and sustainability.

* 30% reduction in operational risks

Customer AI Agents

Virtual self-service assistant in chat/app (order processing, 24/7 responses).

“Care-Finder” bot: selects the right service/specialist based on user criteria.

Auto-fill forms (taxes, applications, contracts) using a photo/scan of a document.

Finance FAQ bot for employees: answers questions about balances, payment dates, etc.

Personal counterparty insights: agent scans public sources and flags reputational risks.

* 75% efficiency boost and faster service delivery

Employee AI Agents

Recruiter Assistant: updates profiles, generates job descriptions, analyzes conversations.

Support Reply Generator: suggests replies, summarizes customer history.

Document Copilot: drafts RFIs/presentations in minutes instead of days.

Automated Accounting & Finance Control: reconciles and processes transactions.

AI Contract Reviewer: extracts key data, assigns risk scores, suggests edits.

* 70% increase in team productivity and decision-making speed

Code AI Agents

Internal Code Assistant: understands your repository, writes tests, fixes bugs.

Creative AI Agents

Visual & Video Generation from a text brief for campaigns.

Personalized Emails/Ad Copy in any language.

* 80% boost in marketing performance and creative production

* 45% faster development cycles and improved code quality

Data AI Agents

AI Chat for Complex Database Queries (patents, markets, ESG).

Contract Analytics: reads PDFs, highlights risks and deadlines.

Digital Twin of Processes (no physical sensors): simulates supply chain scenarios, forecasts KPIs.

AI Onboarding for Clients/Employees: document verification + KYC.

* 90% faster data workflows

* 50% cost reduction in analytics and onboarding

Customer AI Agents

24/7 Virtual Assistant (chat/voice): answers questions, explains products, collects documents.

Auto-Fill Applications/Forms (mortgage, tax, KYC) from scans.

Personal Financial Coach: tracks balances, transfers funds, prevents overdraft.

Instant Credit Scoring for SMEs: approval in seconds instead of days.

Rate Comparison Agent (mortgage/loans): generates personalized offers in <30 sec.

* 80% automation of customer support

* 25% conversion growth in financial services

Employee AI Agents

Documentation Copilot: summarizes calls, fills CRM, writes follow-up emails.

Report/Research Generator for analysts and risk teams.

Internal Knowledge Bot for front office: finds policies/procedures in 1 click.

Automated Contract Creation & Risk Assessment.

Product Team Assistant: drafts, ideas, plans.

* 70% time saved

* 30% productivity boost for office and risk teams

Code AI Agents

Corporate Code Assist on bank repository.

Security AI Agents

Real-time Antifraud for transactions and documents.

AI SecOps Copilot: describes incidents, writes detection rules in seconds.

* 20% increase in development and security efficiency

Data AI Agents

AI Twin of Payment Network/Warehouse: “what-if” simulations, flow optimization.

Multimodal Document Processing (policies, invoices, acts).

Default/Fraud Prediction using transactions + vector search.

Democratized BI Chat: complex SQL queries in natural language.

* 50% faster planning

* 15% cost reduction in data-heavy operations

Customer AI Agents

Patient Chat Assistant: explains medical terms in plain language via email.

Chronic Condition Monitoring (mobile-first) with auto-triage.

Omnichannel Blood Donor Bot: finds available slots and schedules 24/7.

Employee Benefit Coach: explains insurance and wellness options.

* 50% increase in service capacity and improved healthcare access without scaling human staff

Employee AI Agents

Auto-Onboarding Assistant: gen AI creates schedules, checklists, FAQs.

Clinical Documentation Copilot: generates 100% of patient summaries, extracts insights.

Policy & Protocol Search (natural language, Vertex AI Search).

Product Team Assistant: drafts, ideas, plans.

* 13% increase in productivity and 10× faster access to clinical data

Security AI Agents

Zero-Trust Control for work devices and PHI data access.

AI SecOps Copilot: aggregates logs, writes detection rules.

* 90% faster incident response

Data AI Agents

Enterprise Search across 50 PB of Clinical Data (RAG Chat).

Automated ECG Report Generation.

Flu Outbreak Predictor: combines search trends and internal data.

AI Document Framework (policies, orders).

* 89% cost reduction and real-time insights from clinical big data

Customer AI Agents

Chat Booking Assistant (airline/hotel/OTA): conversation replaces filters.

Smart Free-Text Search: hotels & flights.

Self-Service Guest Bot: answers questions, handles orders.

Personalized Offers & Dynamic Pricing.

* 40% booking conversion growth and higher guest satisfaction

Employee AI Agents

Guest History Analyzer: AI-generated reports reduce repeat questions.

Customer Engagement Suite: auto-suggestions for support agents.

Automated Security Alert Filtering for travel companies.

Itinerary/Event Planning in Sheets with one prompt.

* 80% reduction in support load

* 75% fewer manual tasks for travel teams

Creative AI Agents

Personalized Creative Generation (images + video for OTAs/hotels).

Content Brainstorm/RAG Assistant (guides, social media).

* 50% more content output

* 20% revenue growth through creative automation

Data AI Agents

AI Metadata Management & Table Classification (airline).

BI Chat for Retail/Food/Souvenirs.

Visitor Forecasting & Dynamic Tour Routing Models.

* 50% faster analytics and improved customer experience through data-driven decisions

Customer AI Agents

AI Assistant in Smartphone/Web Chat: quick summaries, natural language search, personalized tips.

Virtual “Garden Expert” for a retail brand: care advice + product recommendations.

* Boost in engagement, NPS, and conversion with AI-powered personal guidance

Employee AI Agents

Safety Audit Bot: analyzes checklists, photos, KPIs.

Natural-Language Q&A to SAP/BigQuery.

Commercial Proposal Generator Marketing Copilot (efficiency, unified brand content).

Client Auto-Onboarding (OCR + AI).

* 99% process cost reduction

* 95% faster data access in industrial teams

Code AI Agents

AI Code Assistant: accelerates development and secure reviews

Dev Workflow Copilot: automates routine tasks and environments.

Creative AI Agents

Instant Mockup Design in Slides.

Auto-Generated Offers for B2B Clients

* 87% reduction in time-to-output

* 15% increase in development efficiency

Data & Security AI Agents

RAG Chat for Agri-Data Layers.

SQL Chat for BigQuery + IoT Metrics.

CO₂ Intensity Forecast for Power Grids

Energy & Commodity Price Forecasting.

AI Compliance for IP Data.

* 30% resource savings and real-time data access across users

Customer AI Agents

Booking Assistant (tickets, merch, subscriptions).

2-Minute Podcast Digest Generator from 2-hour video.

Multimodal Video Library Search (natural language).

Recommendation Engine (video, articles, live content).

* 95% time savings and 2× engagement growth in media experiences

Employee AI Agents

Gen AI Copilot in Docs/Chat: drafts briefs, meeting notes, responds “in my style”.

Auto-Summary of Scouting Reports (sports, gaming).

Commercial Proposal Generator Marketing Copilot (efficiency, unified brand content).

Live Transcripts + Action Items in Video Calls + AI Video Captioning/Subtitling.

* 80% faster content workflows and 30 minutes saved per creative task

Creative AI Agents

Banner/Video Variation Generator for audience targeting.

Auto Social Post from Video Clip, Magic Design for Video/Images.

AI Music/Voice for Podcasts & Ads.

* 70% budget savings

* 50% productivity boost for creative teams

Data AI Agents

Real-Time Telemetry Analytics (sports/esports): coaching tips, stream highlights.

RAG Search Across News Sources.

Ad Targeting Model: clusters 2.5B articles/events.

Streaming Podcast Previews (Dataflow + LLM).

* 4× better ad performance and real-time editorial efficiency