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AI integrated into real workflows

Assistants, agents, document retrieval and processing, computer vision and language technologies. We connect model capabilities to a specific process and evaluate the result on relevant examples.

Selected work

  • Declaro

    An NDDev product that turns shipment documents into an evidence-linked draft of a goods declaration for Kazakhstan customs, ready for review by a declarant.

AI integration and workflow automation

The agreed implementation can include integrations, evaluation examples, controlled actions and operational monitoring. Accuracy, cost and latency are measured for the actual task.

How we work

  1. Understand the task

    Business goals, users, existing systems and constraints.

  2. Define the delivery

    Discovery and feasibility checks inform scope, acceptance criteria and a delivery plan.

  3. Implement and hand over

    Implementation, review, testing, deployment and documentation. Ongoing support is agreed separately.

Scope and constraints

Model output is fallible. A working prototype still needs production validation, and sensitive or consequential actions require agreed controls and review.

Discuss your requirements

Describe your task, existing systems and constraints so we can define a useful next step.

Assistant

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