AI use cases

See what AI can do for your business.

Explore how Glacien brings AI into everyday business workflows—from forecasting demand and reviewing documents to supporting customers. Watch the solutions in action and find the right use case for your team.

Explore by industry

Telecommunications · Customer supportAI Customer Support for Telecoms
A customer-support walkthrough using sample conversations, subscribers and service records.Read the case study
Telecommunications

AI Customer Support for Telecoms

Connect customer conversations, account history and network issues so support teams can understand repeat contacts and review the right next action.

  • Find the reasons behind repeat calls
  • Bring account and service evidence into one view
  • Review service actions before they are carried out
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Technology · AI governanceAI Agent Governance and Cost Control
A representative walkthrough of agent ownership, activity, cost and review workflows.Read the case study
Technology

AI Agent Governance and Cost Control

Give AI platform teams a clearer view of agent ownership, activity and spending, with review workflows for budgets and policy decisions.

  • Connect each agent to an accountable owner
  • Review activity and spending in one place
  • Support budget reviews and audit preparation
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Maritime & offshore · Crew planningCrew Change Planning for Maritime Operations
An illustrative crew-change recovery walkthrough using sample planning records.Read the case study
Maritime & offshore

Crew Change Planning for Maritime Operations

Explore crew-change recovery options with availability, travel and eligibility information in one planning workflow, so duty controllers can review the next move.

  • Bring crew and travel constraints together
  • Compare options when a crew change is disrupted
  • Keep the duty controller in charge of the plan
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Transport & logistics · Dispatch planningAI-Assisted Freight Dispatch Planning
A freight-dispatch walkthrough with sample fleet records and a simulated breakdown.Read the case study
Transport & logistics

AI-Assisted Freight Dispatch Planning

Help dispatchers assess a breakdown or delivery disruption, compare recovery options and review a revised plan against operational rules.

  • See the loads and resources affected by a disruption
  • Check recovery options against operating constraints
  • Review the revised plan before changing dispatch
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Public safety · Video intelligenceAI Video Search for Security Investigations
A search and investigation walkthrough using recorded sample footage and human review.Read the case study
Public safety

AI Video Search for Security Investigations

Search recorded footage by description or reference image, inspect the matching moments and bring selected clips into a human-reviewed investigation.

  • Search footage using words or a reference image
  • Inspect source clips and surrounding context
  • Organise selected evidence for investigator review
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Manufacturing · FinOpsHybrid Cloud Cost Management
An illustrative hybrid cost-management workflow with representative financial figures.Read the case study
Manufacturing

Hybrid Cloud Cost Management

Explore a common view of cloud and on-premises costs, with clearer ownership, shared-cost allocation and savings decisions for finance and infrastructure teams.

  • Compare cloud and on-premises cost categories
  • Understand who owns shared spending
  • Review cost-saving options with service owners
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Technology · GPU orchestrationGPU Capacity Planning and Allocation
An illustrative GPU-capacity workflow using sample requests, queues and usage records.Read the case study
Technology

GPU Capacity Planning and Allocation

Explore how AI teams can request GPU capacity, understand queues and placement rules, and review usage across shared infrastructure.

  • Make capacity requests and constraints clear
  • Explain why workloads wait or need different resources
  • Connect usage with the teams requesting it
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Insurance · Claims & underwritingAI-Assisted Insurance Claims Review
An illustrative claims-review animation using a fictional claim. Coverage and payment decisions remain with authorised specialists. Read transcriptRead the case study
Insurance

AI-Assisted Insurance Claims Review

Organise claim documents, policy evidence and missing information into a review workflow that helps claims specialists assess the next step.

  • Keep claim evidence together
  • Make missing information and exceptions visible
  • Support consistent specialist review
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Insurance · AdvisoryAI Assistant for Life Insurance Advisers
Sample application screens and an illustrative conversation show preparation, needs capture and adviser review. Customer details are fictional. Read transcriptRead the case study
Insurance

AI Assistant for Life Insurance Advisers

Help advisers prepare for meetings, ask focused questions and organise confirmed customer needs, with source-linked guidance for human review.

  • Prepare from known customer information
  • Separate confirmed needs from unanswered questions
  • Review guidance and follow-up before use
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Financial services · Document processingAI Document Extraction and Review
A document-review walkthrough using a fictional source page and illustrative extraction results. Read transcriptRead the case study
Financial services

AI Document Extraction and Review

Turn PDFs and images into structured fields, tables and entities while keeping the source page available for review and export.

  • Extract useful fields and tables from documents
  • Check each result against its source page
  • Export reviewed information for the next workflow
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Transport & logistics · Finance operationsAI-Assisted Invoice Reconciliation
An illustrative reconciliation animation using fictional invoices and supporting records. Finance retains approval of disputes, payments and messages. Read transcriptRead the case study
Transport & logistics

AI-Assisted Invoice Reconciliation

Explore a finance workflow that compares invoice lines with contracts and order records, explains exceptions and prepares the next step for human review.

  • Bring invoice and supporting records together
  • Explain line-level differences and missing evidence
  • Keep disputes and payment decisions with finance
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Manufacturing · FinanceFinancial Analysis for Manufacturers
A financial-analysis walkthrough using generated workbooks and sample manager review decisions. Read transcriptRead the case study
Manufacturing

Financial Analysis for Manufacturers

Reconcile the monthly P&L, investigate material variances and bring manager explanations into a clearer performance review.

  • Check financial figures before preparing the pack
  • Trace material variances to their underlying drivers
  • Keep manager explanations and open reviews visible
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Manufacturing · Supply chainSpare-Parts Demand Forecasting for Manufacturers
A planning walkthrough using synthetic demand, stock and lead-time data. The planner reviews each replenishment proposal. Read transcriptRead the case study
Manufacturing

Spare-Parts Demand Forecasting for Manufacturers

Forecast parts demand, identify stock risks and review replenishment proposals so planners can balance service needs with inventory commitments.

  • Choose forecasts suited to each part’s demand pattern
  • See the stock and lead-time assumptions behind an order
  • Review exceptions before committing to replenishment
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Manufacturing · Technical publishingAI-Assisted Operating Manual Updates
A reference-library and source-page walkthrough using an original fictional operating manual. Read transcriptRead the case study
Manufacturing

AI-Assisted Operating Manual Updates

Turn a manual change request into a source-linked edit plan, review the changed pages and keep approval tied to the correct document version.

  • Connect requested edits to the source manual
  • Compare changed pages before approval
  • Keep versions and publication decisions traceable
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Media & entertainment · Media searchAI Video Search
An illustrative scene-search walkthrough using sample video footage.Read the case study
Media & entertainment

AI Video Search

Find scenes by describing what you need. Help editors and content teams search a video archive, inspect the source moment and locate footage for reuse.

  • Search scenes with everyday language
  • Combine visual content with speech and metadata
  • Jump from a candidate match to the source moment
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Find the right starting point for your team.

Tell us where your team spends time gathering information, reviewing exceptions or coordinating decisions. We’ll explore the workflow, the information it needs and the value it could bring.

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