PRACTICAL APPLICATIONS

Start with a challenge.
Make AI useful.

Explore starting points for a focused project. Each application is shaped around your data, environment and team.

Illustrative use cases to explore with Gates Asia.
01 / KNOWLEDGE & PRODUCTIVITY

Find answers in your enterprise knowledge.

Bring approved policies, manuals and internal documentation into a searchable assistant with source references.

Who it’s for

Employees navigating information across multiple repositories.

What we would scope

Connect approved sources, preserve access permissions and evaluate answers against representative questions.

02 / DOCUMENT WORKFLOWS

Move information from documents into workflows.

Extract and organise information from invoices, forms and operational documents, with review steps before downstream actions.

Who it’s for

Teams handling repetitive document intake and manual data entry.

What we would scope

Define document types, test extraction quality and integrate reviewed outputs with business systems.

03 / IT OPERATIONS

Give your service desk a knowledge assistant.

Help support teams retrieve troubleshooting guidance, summarise tickets and prepare responses for review.

Who it’s for

IT support teams working across a growing knowledge base.

What we would scope

Connect the service desk and approved knowledge sources, with appropriate access and human ownership of actions.

04 / ENGINEERING & RESEARCH

Give demanding workloads room to run.

Plan dedicated compute for simulation, visualisation, model development and other compute-intensive workloads.

Who it’s for

Engineering, design and research teams assessing accelerated infrastructure.

What we would scope

Size against actual software and workloads, then validate the proposed configuration with representative tests.

05 / EDGE & OPERATIONS

Bring visual inspection closer to the operation.

Explore edge inference for visual inspection and operational monitoring where latency, connectivity or data location matter.

Who it’s for

Manufacturing and operations teams evaluating a bounded computer-vision use case.

What we would scope

Assess camera inputs, model suitability, edge hardware and connectivity; validate in the intended environment.

FROM POSSIBILITY TO A PLAN

Find your first use case.

Explore AI readiness