Document, Language & Knowledge AI

Legal AI & Decision Support Systems

Legal and judicial work in the GCC depends on large volumes of Arabic legislation, regulations, rulings and contracts. AICubes builds legal AI systems that help lawyers, judicial support staff and compliance officers find, compare and summarise this material faster.

Decision support systems present recommendations together with the provisions and precedents they rely on. The final judgement always stays with a qualified person, and every interaction is logged.

01Document, Language & Knowledge AI

What we deliver

  • 01

    Legal research assistant

    Natural-language search across laws, regulations, circulars and rulings with citations to article and clause.

  • 02

    Contract review

    Clause extraction, comparison against standard templates and flags for missing or unusual terms.

  • 03

    Case summarisation

    Structured summaries of case files, pleadings and evidence for faster preparation.

  • 04

    Drafting support

    First drafts of memos, letters and standard documents based on approved templates.

  • 05

    Explainable decision support

    Rule- and evidence-based recommendations with the reasoning shown, for officer review.

  • 06

    Version-aware legislation

    Tracking amendments so answers reflect the text in force on a given date.

02Document, Language & Knowledge AI

Typical use cases

  • Legal departments in ministries and public authorities
  • Contract management for procurement teams
  • Compliance checks against internal policies and regulations
  • Case preparation support for legal and judicial bodies
  • Regulatory change monitoring
03Document, Language & Knowledge AI

How we deliver

  • On-premise, private cloud or hybrid

    Deployed where your data is allowed to live — your data centre, an in-country cloud, or a mix.

  • Arabic and English

    Interfaces, models and documentation designed for bilingual users from the start.

  • Integrated with your systems

    Connected to existing databases, identity providers, ERPs and line-of-business applications.

  • Supported after launch

    Monitoring, model updates and a named engineering contact once the system is live.

Frequently asked questions

No. The system retrieves, summarises and recommends; decisions remain with authorised people. We design the workflow so that this division of responsibility is explicit and auditable.

Answers are generated only from retrieved passages, and each citation links to the exact source text. Where the sources do not support an answer, the system says so.

Plan your next AI system with an engineer.

Tell us what you need to build. We respond within one business day with next steps, questions and — where the scope is clear — an indicative quote.