Haneul Tech services
AI solutions & workflow automation
A defined AI use case for a repeated task, with a way to evaluate quality.
The need comes first
A solution for your journey.
Start with one task, its data and an observable quality standard. A small trial establishes whether an assistant, chatbot or limited-permission agent is useful before workflow integration.
Deliverables
What the scope includes.
- A knowledge assistant, chatbot or limited-permission agent
- Sources and workflows with human review for sensitive steps
- Output evaluation, cost limits and operating logs
Delivery path
Steps you can review.
Define task, data and quality criteria
Build a small trial
Connect workflows and permissions
Test and monitor
Technology selected for your scope
Language model APIs; retrieval when needed; lightweight automation selected for the data.
No promise of perfect accuracy. Apply minimum permissions, review and evaluation, with a processor appropriate to the data.
Questions about the service.
Do we need a custom-trained model?
Not necessarily. A defined workflow, existing model and approved sources may cover the task. We test that approach before considering custom training.
How do you handle mistakes and data?
We define permitted data, permissions and review points, test relevant failures and require agreed human oversight for sensitive actions.
Related services.
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