QalamAI

The AI Search Engine for the
Modern Enterprise

Find answers instantly — across documents, databases, emails, and knowledge repositories

Insight Compass™ transforms how organizations discover knowledge. Powered by Qalam Embed™, Qalam Rerank™, and Qalam Command Models™, Compass delivers fast, accurate, multilingual semantic search across your entire enterprise.

Why Insight Compass

Organizations generate millions of files across documents, systems, and repositories—but critical answers often remain buried, siloed, or impossible to find when they matter most. Insight Compass™ transforms enterprise search by delivering accurate, contextual answers across all your data—securely and at scale.

Semantic understanding, not keyword matching

Semantic understanding, not keyword matching

Understands intent and meaning to surface precise answers, not just matching keywords.

Multimodal retrieval

Multimodal retrieval

Search across text, PDFs, tables, spreadsheets, and images from a single interface.

Cross-lingual search

Cross-lingual search

Retrieve answers seamlessly across Arabic, English, Hindi, and other supported languages.

Enterprise security & compliance

Enterprise security & compliance

Honors access controls, permissions, and data residency requirements by default.

Core Capabilities

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.

AI-Powered Document Understanding

Automatically extract meaning from legal, financial, medical, technical, and government documents. Compass identifies key clauses, risks, entities, metrics, and summaries to turn complex documents into actionable intelligence.

Question Answering (Q&A) Engine

Ask natural-language questions and receive direct, contextual answers instead of document lists. Every response is grounded in your data and backed by verifiable source citations for trust and auditability.

Cross-Lingual & Cross-Format Retrieval

Search across text, PDFs, tables, spreadsheets, and images from a single interface.

Share generated content, manage templates, assign AI-assisted tasks, and collaborate across departments in real-time.

Ranking & Relevance Optimization

Powered by Qalam Embeds and Rerank™, Compass ensures the most relevant documents appear first. Results improve through relevance feedback and enterprise-tuned scoring.

Semantic Enterprise Search

Compass understands documents across Arabic (GCC dialects), English, and other supported languages—making it easy to surface relevant information from across the enterprise.

Insight Compass™ is built for

Government

Government

Banking & Finance

Banking & Finance

Healthcare networks

Healthcare networks

Oil & Gas & Energy companies

Oil & Gas & Energy companies

Law Firms

Law Firms

Enterprise conglomerates

Enterprise conglomerates

Education & Universities

Education & Universities

background

Technical Architecture

Insight Compass™ is built on a high-performance, modular AI pipeline designed for scale, accuracy, and enterprise reliability. Each stage of the architecture ensures secure ingestion, precise retrieval, and grounded answer generation across enterprise data.

Document Ingestion icon

Document Ingestion

Text & Multimodal Encoding icon

Text & Multimodal Encoding

Vector Search icon

Vector Search

Reranking icon

Reranking

Answer Generation icon

Answer Generation

Integrations

Expert consulting and support to connect Qalam AI with your enterprise applications and infrastructure. From productivity suites to core business platforms, we ensure smooth, secure, and scalable AI adoption.

Oracle
Salesforce
ServiceNow
SharePoint

Deployment Options

Enterprise-grade deployment models designed for security, compliance, and data sovereignty. Deploy Insight Compass™ where your data must reside—without compromising performance or control.

arrow

UAE Cloud

Deploy within UAE regions to meet national data residency and compliance requirements.

arrow

India Cloud

Run AI workloads in India-aligned cloud environments for regulatory compliance.

arrow

Private VPC

Operate Insight Compass™ inside an isolated virtual private cloud.

arrow

On-Premise

Deploy entirely within your own data center infrastructure.

arrow

BhioCore

High-performance AI hardware optimized for secure, large-scale inference.

arrow

BhionixGrid

Pre-configured AI appliance for rapid, air-gapped enterprise deployments.

Use Cases

Insight Compass™ powers real-world enterprise use cases across regulated and knowledge-intensive industries. From government policy search to legal case analysis, Compass turns complex data into fast, reliable answers.

use cases
1

Government

Enable fast, trusted access to policies, case files, and regulatory information across departments.

2

Banking & Finance

Search and analyze KYC, compliance, and financial documents securely and efficiently.

3

Healthcare

Retrieve patient records and medical knowledge instantly to support clinical decisions.

4

Oil & Gas

Access safety reports, engineering manuals, and maintenance records with precision.

5

Legal Firms

Discover case law, compare clauses, and identify precedents through intelligent search.

Security & Compliance

Enterprise security built into every layer

Zero data retention

Encrypted ingestion & retrieval

Role-based access

SSO & IAM compatibility

SOC2-ready

ISO 27001 frameworks

UAE & India data regulations aligned