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Choose a valuable first use case.
Roadmap & pilot briefAI consulting. Build useful AI agents, automate everyday work and find answers in your business knowledge, in Arabic and English.
From the first conversation to the everyday workflow.
Connect systems. Execute tasks. Keep people in control.
Illustrative workflowStart with the challenge. Find the right approach. Build something your business can actually use.
01 / EXPERTISEAI strategy consulting for leaders who need a practical answer to “where do we start?” Identify useful opportunities, assess readiness and define an achievable first project.
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02 / EXPERTISEAI agent development and workflow automation for businesses. Connect repetitive tasks, business systems and human decisions in a workflow your team can understand.
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03 / EXPERTISEEnterprise search, retrieval-augmented generation (RAG) and custom AI applications for teams. Make approved information easier to find, with sources and access controls built into the design.
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04 / EXPERTISEArabic documents, English systems and conversations that move between both. Momkin helps businesses design and evaluate AI around this everyday reality, from document processing to knowledge assistants.
Explore the serviceFrom a scanned Arabic document to an answer your team can check. We design around real terminology, mixed-language work and the systems you already use.
Explore Arabic AI solutionsChoose a valuable first use case.
Roadmap & pilot briefTest the idea on real work.
Prototype & evaluationConnect it to your systems.
Integration & handoverKeep quality and adoption moving.
Support & reviewAI that moves work forward. Explore how agents can coordinate tasks, connect your systems and prepare the next action.
An agent reads the invoice, checks it against the purchase order and prepares a record for your finance team.
A prepared record, with exceptions visible before approval.
Turn an incoming enquiry into a structured CRM record, a suggested owner and a follow-up task with the right context.
Your team starts with context and a clear next step.
Coordinate document checks, compare requirements and route incomplete applications to the right person.
A review queue that makes missing information easy to spot.
Bring approved data together, identify changes and assemble a weekly report with links back to the source.
A source-linked briefing your team can check and use.

Connect an operational alert to the relevant records, prepare a response plan and route actions through your approval rules.
A prepared response, with people controlling the next action.
Small enough to prove the value.
Thoughtful enough to build on.
Understand your people, workflows and data. Agree where AI could make a meaningful difference.
Test a focused prototype against real examples. Define success before going further.
Connect systems, test boundaries and design a useful experience for your team.
Support adoption, monitor quality and improve as your business needs change.
We start with your business outcome, consider Arabic and English requirements, and design the human review into the workflow.
Get to know MomkinA useful pilot answers a business question. For a company, that might be whether an assistant can find reliable answers across Arabic and English documents, or reduce the work needed to prepare an order for review.
Read the guide 02 / FIELD GUIDEThese terms describe different parts of an AI solution. A chatbot is an interface, RAG is a way to ground answers in retrieved information, and an agent can use tools to carry out a defined task. They can appear in the same system.
Read the guideBring the challenge. Start with a conversation about the outcome you need.
Let’s explore it together