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Service 01 · AI Solutions vs AI Deployments

Deployed agentic systems.

We design, deploy, and evalute agentic systems that run real workflows.

  • Finance AP Agent
  • Human Resources Agent
  • Customer Support Agent
  • Procurement Agent
  • Compliance Agent
  • IT Helpdesk Agent

Solutions delivery at MENADevs

We bring AI-lab know-how to the enterprise: post-training and evaluations that make agentic systems production-grade.

How we deploy

  1. 01Map the opportunity

    We find the workflows across the full operations.

  2. 02Design and build

    Agents, tools, data access and human checkpoints, designed as one system around your operation.

  3. 03EVALUATE

    The system is scored against your pass/fail criteria in a test environment before it touches production.

  4. 04Deploy and compound

    Live usage and human feedback feed back into post-training. Each deployment makes the next one faster.

What we deploy

For enterprise and governments.

Specialized agents

Agents built for one workflow and the standards that apply to it.

Embedded AI

AI embedded in your applications for automation and insights.

Multi-agent systems

Coordinated agents for long-running work.

AI Partner

Ongoing deployments for the whole organization.

AI Solutions vs AI Deployments and Geographies

TopicExamples
Private Sector
Financial Services, Insurance, Supply Chain, Logistics, Healthcare, Pharma, Industrials
Public Sector
Government Ministries, Agencies, and Institutions
Operating Geographies
KSA, UAE, Qatar, Kuwait, Jordan
Client Samples
MENA Insurance TPA, UAE Government Agency, KSA Ministry