Multilingual. Secure. Domain-aware. Ready for production.
Qalam Command Models™ power the core intelligence behind Qalam AI — enabling enterprises to write, summarize, reason, automate workflows, and build powerful LLM applications.
Purpose-built for real enterprise workloads, not just benchmark performance. Qalam Command Models™ are designed
to handle complex reasoning, regulated data, and large-scale business operations with reliability and control.
Solve multi-step problems and make context-aware decisions across enterprise workflows.
Deeply analyze long, unstructured documents to extract meaning and insights.
Generate accurate, traceable summaries across thousands of documents.
Produce professional, consistent content for reports, emails, and internal communication.
Understand and interpret policies, laws, and compliance requirements with precision.
Power end-to-end automation across enterprise processes and systems.
Perform reasoning and generation seamlessly across regional and global languages.
A powerful set of AI capabilities built to support enterprise knowledge work at scale. Enable faster decision-making, streamlined operations, and secure collaboration across teams.
Qalam Command Models™ are available in multiple variants to match different performance, latency, and deployment needs. Choose the right model for deep reasoning, real-time interaction, or lightweight edge inference.
Highest Accuracy And
Reasoning Depth, Optimized For
Enterprise RAG, Search, And
Automation.
Balanced Quality And Latency
For Real-Time Applications And
Customer-Facing Systems.
Lightweight, Cost-Efficient Model
Designed For Fast Edge And On-
Device Inference.
Specialized Model For Code
Generation, Explanation,
Debugging, And API Workflows.
Qalam Command Models™ are rigorously evaluated on real-world multilingual, reasoning, and enterprise benchmarks. They consistently outperform standard multilingual models across language understanding, analysis, and business-critical tasks.
Qalam Command Models™ excel in Arabic comprehension, English ↔ Arabic translation, Indian language reasoning, legal summarization, financial analysis, policy interpretation, enterprise writing quality, and cross-lingual retrieval grounded by Qalam Embed™. Designed to deliver reliable performance across regulated, multilingual, and high-stakes enterprise workflows.
Models are evaluated on MMLU AR, XQuAD, IndicBench, ArabicBench, business reasoning benchmarks, RAG grounding consistency tests, and real-world enterprise datasets. This ensures accuracy, robustness, and trustworthiness in production environments.
Qalam Command Models™ power real-world AI applications across regulated and knowledge-intensive industries. Designed to automate workflows, enhance decision-making, and unlock insights from enterprise data.
Enable policy drafting, citizen service automation, and regulatory review at scale.
Automate compliance, generate risk summaries, and support credit and documentation workflows.
Deliver clinical summaries, multilingual patient communication, and medical research insights.
Analyze engineering documents, safety reports, and operational workflows efficiently.
Automate customer support and interpret complex network documentation.
Accelerate contract review, case summarization, and clause extraction.
Power AI tutors, research assistants, and academic writing support.
Enterprise-grade deployment models designed to deliver full data sovereignty, security, and operational control. Deploy Qalam AI across cloud, private infrastructure, or dedicated hardware—without compromising compliance or performance.
Works seamlessly with
Enterprise security built into every layer
