Applied AI for business

AI for documents, customer service, business knowledge, sales and operations. Explore applications we can build and connect to your existing systems.

Document intelligence

Read, classify and structure business documents, then send uncertain fields to the right reviewer. The output becomes a checked record your existing systems can use.

  • Receive approved document types.
  • Extract fields with their source and confidence context.
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Knowledge assistants

Help teams find answers in approved information. Respect permissions, show where an answer came from and escalate when the available material is incomplete or conflicting.

  • Curate authoritative documents and owners.
  • Apply access checks before retrieval.
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Customer & business portals

Give customers, suppliers or partners one place to make a request, share the necessary information and see what happens next. Connect the experience to the team doing the work.

  • Design accessible, bilingual journeys.
  • Collect relevant information with clear permissions.
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Workflow automation

Turn recurring business processes into visible steps with owners, rules and exception paths. Add AI where interpretation helps; use deterministic logic for clear business rules.

  • Map the actual process and its exceptions.
  • Assign owners and approval boundaries.
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Forecasting & planning

Use historical demand and operational constraints to compare plausible futures. A useful forecast shows its uncertainty and supports a decision somebody can actually make.

  • Validate history, units and seasonality.
  • Compare a model with a simple baseline.
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Finance & invoicing

Improve how invoices, payments and settlement records move between systems. For UAE e-invoicing projects, scope integration around the applicable requirements and the selected accredited provider.

  • Map invoice fields and master data.
  • Validate required information before transfer.
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Arabic & English service AI

Help customers and service teams find accurate answers, check request status and reach the right person. Connect service AI to approved knowledge and business systems.

  • Organise approved service knowledge and define what the assistant may answer.
  • Connect authenticated request status and service workflows.
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AI for sales & proposals

Turn approved business knowledge into consistent first drafts, qualification notes and proposal workflows. Keep pricing, commitments and final approval with your team.

  • Build a permission-controlled library of approved capabilities and responses.
  • Extract requirements from enquiries, tenders and RFP documents.
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Controlled AI agents

Let AI coordinate bounded tasks across tools: prepare a record, request a missing document or route an exception. Define permissions and approvals before enabling actions.

  • Choose one bounded workflow with a clear owner and success condition.
  • Connect approved tools using narrowly scoped permissions.
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Start with the right AI use case.

We review the workload, data quality and need for human approval before choosing a model or tool. We test with business examples, then decide whether the solution is ready to expand.

AI strategy and planning

Let’s build your next business system.

Tell us what you need. We’ll help define the scope, delivery plan and next step.

Discuss your project