We automate selected text and image tasks: field extraction, request classification, knowledge search or object recognition. Data formats and acceptable errors guide the approach.
The solution is tested on representative examples, including poor scans and ambiguous wording. Uncertain results can be routed to human review; source-material and external-model access follow project requirements.
Text processing and image recognition
Who it is for
- Companies handling large flows of documents, enquiries or images
Text processing and image recognition
Challenges we address
- Routine reading and information transfer consume substantial staff time
Text processing and image recognition
What is included
- Example preparation and extraction rules
- Task-specific OCR, classification and recognition
- Error evaluation and human-review queues
Text processing and image recognition
What you receive
- Operational processing module and integration
- Evaluation examples and quality report
How we work
- 01
Discovery and scope
We assess the current environment, requirements and constraints. Priorities include: Routine reading and information transfer consume substantial staff time. We agree on scope and acceptance criteria.
- 02
Design and implementation
We design the solution and carry out agreed activities: Example preparation and extraction rules; Task-specific OCR, classification and recognition; Error evaluation and human-review queues. Changes are checked before entering the production environment.
- 03
Validation and handover
We validate agreed scenarios, record limitations and hand over documentation. Project timing follows discovery; support hours and response targets are defined in a separate agreement.
How pricing works
Estimates depend on material types, source quality, labelling, processing volume and selected models.
Get a consultationCommon questions
Can the system read every scanned document?
Quality depends on image condition, language and document structure. We test real samples and define cases requiring employee confirmation.