Industry Solution
Bring the systems behind demand, stock, stores and customer service into one locally operated AI environment. Your data stays inside your perimeter, and your people remain accountable for every action.
The Retail AI Brain
Evidence in. Accountable action out.
Demand
Orders, sales and calendars
Stock
Availability and movement
Operations
Tasks, issues and service
Customers
Cases, feedback and loyalty
- 01
Systems of record
A governed connection to the retail systems your teams already operate.
- 02
Sovereign AI Brain
Specialized models and agents reason over approved evidence inside your environment.
- 03
Human-approved execution
Recommendations return to named owners for review, approval and traceable action.
- Observe
- Review
- Approve
- Act
The Retail Operating Reality
The hard part is not more data. It is coordinated action.
Amanah starts where retail decisions stall: missing context, unclear ownership and execution that is difficult to trace across locations.
Signals arrive out of sequence
Sales, stock, supplier, promotion and store updates often reach different teams at different times. The first design task is a shared, current record.
Exceptions consume the day
Planners and operators spend time assembling context before they can decide. The Brain gathers the evidence and routes the exception without removing human ownership.
Execution drifts across locations
A decision made centrally still has to survive local conditions, approvals and follow-through. Each action needs an owner and an audit trail.
A Practical First Wedge
Start with one workflow your team already owns.
Prove the operating pattern on your own data, inside your own environment, before extending it to the next retail decision.
Demand review
Bring sales history, calendars, promotions and current stock into one review surface so planners can inspect the evidence behind a forecast.
Replenishment exceptions
Let agents assemble availability, lead-time and supplier context, then route a recommended action to the responsible planner for approval.
Store issue coordination
Turn inspections, tasks and incidents into owned workflows with escalation, status and a traceable close.
Customer service grounding
Ground service teams in approved catalog, policy and customer information while those records remain inside your environment.
Supplier document intake
Read invoices, purchase orders and contracts into structured fields with source coordinates and human review.
Merchandising decision room
Bring sales, margin, stock and promotion context together for a reviewable assortment or campaign decision.
The Amanah Deployment Pattern
Local control at every step, from evidence to action.
The retail Brain is not a remote dashboard. It is installed into your operating environment, governed by your policies and handed to your people.
01
Connect, do not replace
- Current systems
- Governed interfaces
- No forced rip-and-replace
Use governed interfaces to the systems of record you already operate, then return the result to the workflow where the decision belongs.
02
Run inside your boundary
- Local deployment
- Your key custody
- Zero external workflow dependency
Keep retail records, model context and workflow history inside infrastructure you control, with your own key custody and access policy.
03
Keep people accountable
- Human approval
- Named ownership
- Traceable correction
Agents assemble context and recommendations, while named owners approve consequential actions and every correction becomes part of the audit record.
04
Transfer the operating knowledge
- Source-code access
- Models and weights
- L1 to L3 handover
Give your team full source-code access, your models and weights, and the operating knowhow required to run and improve the system.
Capability, Not Dependency
Own your retail intelligence, and it compounds.
The retail Brain is built locally, in your country, operated under your governance and transferred into the hands of your team.
Evidence before action
Planners and operators can inspect the records behind a recommendation or exception before they act.
Inside existing workflows
The Brain returns work to the tools and approval paths the organization already governs.
Built for handover
Full source-code access, your models and weights, and structured knowhow transfer put the operating capability in local hands.
Everyone delivers a project. We transfer the knowhow.
Our Team's Delivery Record
Enterprise AI across more than 16,500 retail stores.
16,500+Retail stores
Our team delivered enterprise AI for a health and beauty retail network spanning more than 16,500 stores.
Your Vision. Your Stack. Your Control. Your Intelligence. Our Knowhow Transfer.
Build a retail Brain your team can run.
Map one high-value retail workflow to the Sovereign Stack, prove it on your own data and transfer the knowhow to your people.
Built locally, in your country. Full source-code access. Your models and weights. Governed by your policies and operated by your people.