Use Cases

Practical starting points for real AI deployment.

The best AI entry points are usually not abstract. They are operational problems where the value is visible, ownership can be defined, and the path to deployment is realistic.

Core GI use-case buckets

These are the repeatable patterns GI uses across many organizations and industries.

Internal knowledge assistants

Give teams faster access to trusted internal knowledge across policies, procedures, systems, and technical documentation through chat, search, and guided assistance.

Document intelligence

Transform dense, fragmented documents into usable intelligence by extracting key information, organizing content, summarizing findings, and generating analyses and reports.

Workflow automation

Modernize business workflows by combining AI, automation, and human review to reduce bottlenecks, improve routing, and accelerate repetitive operational work.

Compliance and review support

Reduce review burden with AI-assisted evidence gathering, policy mapping, summarization, and draft preparation while keeping humans in control.

Customer and employee assistance

Support customer-facing and internal teams with AI-assisted responses, summarization, retrieval, and next-step guidance that improve speed and consistency.

Where agents fit

AI agents are not a separate top-level use case. They are an enabling pattern that can be used selectively within knowledge, workflow, and support use cases where multi-step coordination, tool use, or guided action creates clear value.

Industry examples

The same GI patterns can be applied across different operational environments.

Engineering / technical operations

Help technical teams navigate documentation, operational context, incidents, workflows, and technical knowledge more efficiently.

Banking / finance

Support document-heavy operations, compliance workflows, service teams, fraud review, and internal knowledge needs in regulated financial environments.

Healthcare

Apply AI to administrative and operational workflows such as referrals, authorizations, documentation review, policy access, and case routing.

Pharma / life sciences

Support regulated knowledge and quality workflows involving SOPs, controlled documents, deviations, CAPA, and change-control processes.