AI Practice — Capability 07

Conversational AI and Document Intelligence

AI that understands documents, speaks in context, and handles multilingual enterprise scale.

Conversational AI is not a chatbot. It is a system that understands the context of a conversation, retrieves relevant information from your knowledge base, and produces responses that are accurate, grounded, and appropriate for the domain. Document intelligence extracts structure and meaning from unstructured content — contracts, reports, applications, forms — at enterprise scale.

Not a feature. A production capability.

01

Trained on your domain, not the internet

A government ministry AI assistant needs to understand ministerial terminology, policy language, and process context. A healthcare AI needs to understand clinical documentation. We train on your actual content, not generic internet data.

02

Arabic and multilingual by design

We have deployed conversational AI systems in Arabic, English, French, and Somali. Language is not a plugin — it is an architectural decision. We design for multilingual from the start.

03

Document intelligence at enterprise scale

Contracts, policy documents, insurance applications, compliance reports — processed, classified, and extracted at volume. We have built document intelligence systems that process thousands of documents per day with structured output and audit trail.

Real projects. Real outcomes.

Hashinclude
Anas AI — Conversational AI for Client Engagement
2025
Production conversational AI trained on 13 years of project knowledge. Deployed on hashinclu.de as the first-conversation interface for inbound clients.
Govt. of Senegal and Somalia
National COVID Vaccine Management Platform
2021
Multilingual system deployed across two national governments. Three languages including French and Somali. Built during an active pandemic under real operational pressure.
PoliSync
Enterprise Insurance Quoting Engine
2025
Document intelligence layer processing insurance applications. Extraction, classification, and routing of complex insurance documentation at enterprise scale.

Typical use cases and engagements.

Government citizen service AI assistants
Arabic and multilingual enterprise chatbots
Contract and policy document intelligence
Insurance and financial document processing
Knowledge base AI for internal operations

Ready to discuss Conversational AI and Document Intelligence?

We listen first. No pitch. Tell us what you are building or what problem you are trying to solve.

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