Document-type and field mapping
Understand the current setup and agree the decisions this part of the work depends on.
Move useful information from recurring documents into a reviewable business workflow.
Illustrative workflow. No customer records, traffic figures or test results are shown.
This service focuses on document extraction & processing. We agree the exact platforms, deliverables and acceptance criteria before implementation, so the proposal describes a bounded piece of work.
Understand the current setup and agree the decisions this part of the work depends on.
Implement the agreed behavior in a suitable environment and share it for review.
Exercise the important paths and document the result, limits and next operating steps.
An accounts team receives supplier invoices. The system extracts identifiers and totals, flags inconsistent tax fields and sends reviewed records to accounting.
This is an illustrative scenario, not a claim about a completed client project.
Field-level checks against a labeled sample, handling of missing values and a replayable export to the destination.
The agreed implementation or assessment, the relevant verification evidence, known limitations and instructions for the tasks your team will own. Access and source ownership, third-party licenses and any ongoing support are identified in the proposal.
See our project process →Representative files, required fields, known exceptions and an approved destination format.
A named decision maker helps resolve questions, approve the scope and review work at the agreed checkpoints.
Handwritten, low-quality or changing layouts may require additional review. Accuracy targets depend on the agreed document sample and fields.
Requirements discovered during the work are reviewed before they are treated as additional deliverables. Timelines and fees follow the approved scope.
No. We classify supported layouts and define when a file requires a reviewer. A visible exception queue is part of the workflow rather than a hidden failure.
Representative files, required fields, known exceptions and an approved destination format. If those details are incomplete, start with the problem, the current setup and the outcome you need. We can identify what must be clarified before quoting the work.
We review the requirements and dependencies, propose deliverables and milestones, and define who approves the result. For this engagement, verification includes: Field-level checks against a labeled sample, handling of missing values and a replayable export to the destination.
Need a different part of ai & workflow automation? These are separate scopes that can be combined when the project requires them.
AI & Workflow Automation
Tell us about your current setup, the problem and any deadlines. We’ll discuss whether this service is the right fit before proposing the work.
Discuss your project