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Muqarrab.Trust. Engineered.

Engineering

AI systems that hold up in production

We build AI that is wired into real business systems — with scoped permissions, evaluation and logging — so the output can be trusted by the people who depend on it.

Capabilities

What is included

AI agents

Task-scoped agents that read and write to business systems through explicit, permissioned tools.

Multi-agent orchestration

Coordinated agent graphs with deterministic control flow, retries and human checkpoints.

Retrieval-augmented generation

Grounded answers over your own documents with source references and freshness control.

LLM integration

Model selection, prompt architecture, cost controls and fallbacks inside existing applications.

AI integrations with Odoo

Natural-language access to ERP data through a governed interface rather than direct database access.

Computer vision

Detection and monitoring models deployed to edge or cloud hardware for operational use.

Document intelligence

Structured extraction from invoices, forms and scanned records with confidence handling.

Governance and auditability

Role-scoped access, request logging and reviewable decisions across every AI feature.

Let's build the system your business needs next.