One substrate. Every capability inherits it.
Memory, identity, audit, and guard-rails — configured once, propagated across every workflow you switch on. Built for the operational complexity of manufacturing and industrial enterprises across the GCC.
Five capabilities every Dana AI agent inherits.
These are not features you buy. They are the spine the whole platform rests on. When you switch on a new capability — sales, dispatch, production planning — it already knows your organisation, your permissions, your compliance requirements.
Shared Memory
Every workflow reads context from every other. Sales data informs Finance. Operations informs Planning. Dispatch informs Production Scheduling. When your sales team closes an order, the dispatch system already knows the delivery commitment. When finance reconciles a payment, it knows which production batch fulfilled it. No hand-off meetings. No context loss. One manufacturing intelligence layer.
Identity & SSO
Every action logged against your identity provider. One audit trail across the entire platform. Whether an agent sends a quotation, processes an invoice, or reschedules a production run — the action is tied to a named identity, timestamped, and queryable. Compliant with CBUAE, ADGM, DIFC, and PDPL requirements from day one.
Guard-rails
Configurable policies, escalation rules, and human-in-the-loop checkpoints. You decide where the rails are. A quotation above a threshold requires manager approval. A dispatch route change triggers operations review. A vendor payment over a limit escalates to finance head. The platform enforces your rules, not ours.
Orchestration
Multi-step agent workflows with planning, tool use, and evaluation — all inside your tenancy. An agent that processes an RFP reads the tender document, searches your knowledge base for relevant past proposals, drafts a response framework, and routes it for review. Multiple steps, one execution, all local.
Audit Trail
Every agent action, timestamped, logged with input and output. Queryable. Exportable. Compliance-ready. Not a feature you switch on — it is the default state. ISO-ready from day one. Designed for the regulatory reality of GCC industrial enterprises.
Built for regulated industrial enterprise. Built by manufacturers.
Built for the operators who own the outcome.
CIO
AI deployed locally, secured by default, without a twelve-month integration project. Your infrastructure. Your model weights. Your audit trail. Connected to your ERP, MES, and source systems in Week 1. Live in production by Week 6.
CFO
A forecastable line item instead of a variable cost curve. Flat-fee annual licensing — run every capability a thousand times more, not less. No per-token billing surprise at month-end. ROI that compounds with usage.
Head of Operations
Capabilities that ship in thirty to forty-five days and compound from there. Configured against your actual production data, your actual invoices, your actual contracts. Not a demo dataset. Parallel run before go-live. Second capability starts the moment the first crosses the line.
Platform mind map — architecture at a glance
Platform video overview
Frequently Asked Questions
What is the Dana AI substrate?
The Dana AI substrate is the shared foundation that every capability on the platform inherits. It consists of five inherited capabilities: shared memory across all workflows, identity and SSO integration, configurable guard-rails, multi-step orchestration, and a comprehensive audit trail. When you switch on a new capability, it already knows your organisation's context, permissions, and compliance requirements.
How does shared memory work across manufacturing workflows?
Every workflow on the Dana AI platform reads context from every other workflow. When sales closes an order, dispatch knows the delivery commitment. When finance reconciles a payment, it knows which production batch fulfilled it. Context flows automatically between departments without manual hand-offs or integration projects.
Is the platform deployed on our own infrastructure?
Yes. Dana AI by Dana Groups deploys entirely on customer infrastructure — private cloud, VPC, or on-premise hardware. Model weights, inference, telemetry, and audit logs all remain inside your jurisdictional boundary. No data leaves your tenancy. Sovereign by architecture across the UAE, Saudi Arabia, Qatar, Bahrain, Oman, and Kuwait.
Dana AI Platform — Sovereign substrate for GCC industrial enterprise
The Dana AI platform is the sovereign AI substrate developed by Dana Groups, a UAE-based industrial conglomerate with heritage dating to 1991, in joint venture with Dure Technologies (Geneva, 2008) through AILab. The platform provides five inherited capabilities — shared memory, identity and SSO, configurable guard-rails, multi-step orchestration, and audit trail — that every workflow inherits automatically. Deployed on-premise across the UAE, Saudi Arabia, Qatar, Bahrain, Oman, and Kuwait, the platform supports 18 applied manufacturing capabilities under flat-fee annual licensing with no per-call API metering. Designed for CIOs requiring sovereign deployment, CFOs requiring predictable costs, and operations leaders requiring 30-45 day implementation.
Where to go next
Book a Working Session
Forty-five minutes with an operator who has deployed this inside a real manufacturing business. You leave with the workflow we would automate first.
Or email us → hello@danagroups.com | Call: +971-4-2217273
