
AI development
Custom intelligent software, from extracting document information to automating processes and integrating with your organisation’s systems.
Assistants, document processing, and data analysis for Iranian organisations
Work starts from one defined workflow. The current baseline, the acceptance criteria, and the point where a person reviews the output are agreed before the build, and the result is measured against them.

Custom AI development, data analysis, and Persian assistants designed around your organisation’s needs.

Custom intelligent software, from extracting document information to automating processes and integrating with your organisation’s systems.

Turn financial and operational data into reports, dashboards, and decision tools for understanding trends and following performance.

Persian chatbots and enterprise assistants for answering customer questions, searching documents, and accessing company knowledge.
A pharmaceutical document and procedure assistant
Connect material requests, warehouses and project documents
Financial document review and Persian customer service
Organise records and appointment workflows
Answer customers using product and order information
Production, inventory and quality-document reporting

Separate signature checks, durable receipt and permission to act. A practical webhook admission design keeps repeated deliveries from becoming fresh AI workflow requests.

Repeated JSON keys can disappear before validation begins. Reject ambiguity at the raw-input boundary and keep reviewers and executing tools on the same accepted data.

Decide when streamed AI output may become a final answer by separating byte decoding, event boundaries, stop reasons and application acceptance.

Correct OCR text can still point to the wrong evidence. Preserve page identity, units and image transformations before showing an exact document citation.

Haiku 5.5 brings a million-token context and much lower prices. The 100K pricing threshold, effort settings, and API changes determine what teams actually save.

Reading Anthropic's 144-page Haiku 5.5 system card: benchmark conditions, prompt injection, sandbox behavior, honesty regressions, oversight, and model welfare.
Talk to us about building a product, automating a process, or making better use of your organisation’s data.