Service
AI solutions
Practical AI inside real products: computer vision, automation, and grounded assistants — with human review.
Generic “we do AI” pages hide the hard parts: data quality, failure modes, review workflows, and running cost.
We add AI where it changes an operational step: classifying images, reading documents, routing work, or answering from approved company information.
That includes computer vision (classification, detection, OCR), automation around documents and content, and chat experiences grounded in your material rather than an unbounded public model. We plan for evaluation, confidence, human review, privacy, and cost — because a demo that cannot be operated is not a solution.
Scope
- AI features integrated into mobile and web applications
- Computer vision, image classification, object detection, and OCR
- Business automation and intelligent document processing
- Chat and knowledge experiences grounded in approved business information
- Model evaluation, confidence handling, human review, and monitoring
- Privacy, cost, and reliability planning for the actual use case
How we deliver
- 01Name the decision or document the model is supposed to help
- 02Check whether the data and review path exist
- 03Build a narrow, measurable slice
- 04Evaluate errors with the people who will live with them
- 05Operate with monitoring and a rollback path
Technologies
Python · TensorFlow Lite · Cloud Vision APIs · Vertex AI · OpenCV · Next.js
Questions
Will you generate our whole website with a model?
No. Public pages here are written from real products and projects. AI drafting, if used internally, still needs human review before anything is published.