Tool-connected AI agents
Scope, integration and delivery are adapted to your existing systems, users and operational requirements.
AI Products
AI Agents & Autonomous Workflows
Create controlled agents that can reason across approved tools, data and APIs to complete multi-step business tasks.
What we can help with
A focused capability, connected to the bigger platform.
Create controlled agents that can reason across approved tools, data and APIs to complete multi-step business tasks.
Multi-step workflow automation
Scope, integration and delivery are adapted to your existing systems, users and operational requirements.
Human approval checkpoints
Scope, integration and delivery are adapted to your existing systems, users and operational requirements.
Agent monitoring and controls
Scope, integration and delivery are adapted to your existing systems, users and operational requirements.
When this matters
Start when the current way of working becomes the constraint.
The right service is usually easier to identify from the business problem than from a technology checklist.
Teams manually read, classify or transfer information between systems.
Business knowledge is spread across documents and difficult to access consistently.
Management has data but lacks timely, decision-ready reporting.
The organization wants to use AI but needs a practical use case, validation path and integration plan.
Delivery approach
A delivery path designed around the outcome.
We adapt the depth of each phase to the engagement, but keep decisions, implementation and handover connected.
Opportunity Mapping
Identify tasks, data and decisions where AI or automation can create meaningful value.
Feasibility & Data Review
Assess available data, system access, model options, privacy needs and measurable success criteria.
Prototype / PoC
Validate the workflow on real examples before committing to a production implementation.
Build & Integrate
Engineer the user experience, APIs, controls and operational flow around the selected AI capability.
Evaluate & Improve
Test quality, edge cases and human review paths, then monitor and refine after deployment.
Technology & methods
Use the right tools for the system, not the trend.
We select architecture, tools and delivery methods around the actual product, integration and operational requirements.
OpenAI and LLM APIsRAG and knowledge retrievalOCR and Vision AIStructured extractionWorkflow automationAPI integrationAnalytics and dashboards
Engagement options
Choose the delivery structure that matches the work.
The same capability can be delivered as a focused discovery, a complete project, a modernization program or part of an ongoing team.
End-to-End Project Delivery
One coordinated team takes the work from discovery and design through engineering, launch and handover.
Discovery & Prototype
A focused engagement to validate workflows, scope, architecture and user experience before a larger build.
Dedicated Product Team
A stable cross-functional team works continuously on your roadmap, releases and product evolution.
Staff Augmentation
Add selected engineering, QA, design or product specialists into your existing delivery structure.
Relevant work
Capability connected to real operational systems.
Electronics and Accessories
Chips Stores
A full-scale e-commerce platform with omnichannel commerce, GTM tracking integration, automated promotions, abandoned cart...
Electronics and Lifestyle
3R Store
An omnichannel retail platform with ERP and warehouse integration, automated order routing, behavioral analytics, dynamic...
Roastery and Food
Al Rifai Arabia
A multi-region e-commerce platform for premium snacks with personalized recommendations, WhatsApp and SMS order alerts, KNET...
Frequently asked questions
AI Agents & Autonomous Workflows, without the ambiguity.
Scope depends on the current systems and the business outcome, but these are common starting questions.
What does AI Agents & Autonomous Workflows include?
Create controlled agents that can reason across approved tools, data and APIs to complete multi-step business tasks. The exact scope is defined around your current systems, users, business priorities and integration requirements.
Can AI Agents & Autonomous Workflows work with our existing systems?
Yes. We first understand the current technology and operational constraints, then design the work so it can integrate with or improve what is already in place where that makes business sense.
Can we start with a smaller phase before a full implementation?
Yes. A focused assessment, discovery, prototype or proof-of-concept can be used to validate the direction before committing to a larger delivery phase.
Can this be combined with other Creativity services?
Yes. AI Agents & Autonomous Workflows is part of our AI, Automation & Data capability and can be combined with software engineering, product design, AI, cloud, commerce, QA and ongoing support when the project requires it.
Next step
Tell us what needs to work better.
We will map the requirement to the right combination of capabilities and propose a practical starting point.
