CUSTOM SOLUTIONS

Put visual intelligence to work in real operations

Turn Glint-VL from general model capability into an evaluable, integrated and sustainable system shaped around your data, specialist tasks and deployment environment.

DELIVERY CAPABILITIES

A complete path from data to deployment

A successful demo is only the start. We connect problem definition, data, model adaptation, integration and operational support in one delivery path.

Industry data adaptation

Build data standards around business outcomes so real operational data becomes the foundation for continuous model improvement.

  • Sample cleaning and data governance
  • Annotation systems and quality evaluation
  • Training and evaluation dataset creation

Model capability tuning

Improve stability in the target scenario around specialist objects, domain language and complex tasks.

  • Instruction tuning and task adaptation
  • Evaluation and error analysis
  • Inference performance and cost optimization

Deployment and integration

Connect model services to existing systems around security, latency and available compute.

  • Cloud instances and private deployment
  • API, workflow and edge integration
  • Monitoring and version iteration

DELIVERY PROCESS

Four stages that progressively reduce uncertainty

01

Scenario discovery

Define goals, inputs, outputs and measurable success criteria.

02

Focused validation

Test representative data and identify the main sources of error.

03

Capability adaptation

Complete data work, model optimization and workflow integration.

04

Production delivery

Deploy, validate and establish monitoring and iteration.

SCENARIO FIT

Built for visual tasks that need to keep running

When a general model cannot meet specialist accuracy, data security or integration requirements, custom delivery closes the gap to production.

Industrial and energy inspection

Equipment state understanding, meter reading, anomaly grounding and inspection reporting.

Public safety and behavior analysis

Complex event understanding, risk identification, evidence extraction and alert support.

Operations and content analysis

Long-video summaries, event retrieval, process measurement and content review.

Robotics and embodied tasks

Environment understanding, target location, action planning and execution feedback.

Start with one real scenario

Share your goal, available data and deployment constraints. We will define a focused first validation together.

Contact the solutions team