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Your CRM, ERP, and data — finally working as one intelligent system.

Enterprise leaders across Saudi Arabia and the GCC are cutting procurement cycles by 40%, tripling loan decisioning speed, and handling 78% of customer queries automatically — with AI agents that connect to your existing stack in 8 weeks.

Deployed across manufacturing, banking, and retail — Riyadh to global markets

AI Agents

AI Agents for Smarter Enterprise Operations

Our AI-driven platform transforms enterprise operations through real-time analytics, automation, and intelligent optimization.

Serving enterprises across

ManufacturingBanking & FinanceRetail & E-commerceHealthcareLogisticsGovernment & Public SectorManufacturingBanking & FinanceRetail & E-commerceHealthcareLogisticsGovernment & Public Sector

What we build for you

Three practice areas. Every engagement engineered for a measurable outcome — not a demo.

Custom AI agents

Autonomous agents that execute real work across your stack — from data ingestion to decision-making to action. Shipped to production in 8 weeks.

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CRM intelligence

Lead scoring, deal forecasting, and churn prediction embedded directly inside Dynamics 365 — so your sales team sees the future, not just the past.

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Power BI + AI

Dashboards that explain themselves, surface anomalies before your team notices them, and answer business questions in plain Arabic or English.

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Conversational AI

Bilingual Arabic and English assistants that handle 70–80% of sales, support, and operations queries — with zero call centre expansion.

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AI strategy sprint

A focused 4-week engagement that turns AI ambition into a costed, prioritised roadmap your board can approve and your team can execute.

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Dynamics 365 modernization

Migrate, optimise, and AI-enable your D365 deployment — with zero disruption to live operations and a team trained to own it after we leave.

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Data engineering

Cloud-native pipelines and governed data lakes that give every AI agent a reliable, trusted foundation — so the outputs are as good as the inputs.

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Cloud data architecture

Multi-cloud infrastructure on Azure and Snowflake — designed to scale globally, stay maintainable by your in-house team, and run AI workloads natively.

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Data governance

Access policies, data catalogues, and lineage tracking — so the right people trust the right data every time a decision is made.

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Technology ecosystem

Works with everything your enterprise already owns

OTMA agents integrate across every layer — databases, cloud, BI, and AI toolchain — without replacing what already works or adding new vendor lock-in.

Databases & Platforms

Oracle
Snowflake
SQL Server
IBM DB2
ClickHouse
PostgreSQL

Data Transformation

Databricks
Informatica
Alteryx
Azure Data Factory
Microsoft Fabric
Apache NiFi
Pentaho

Visualization & BI

Power BI
Tableau
Grafana
Looker
Qlik
Apache Superset
MicroStrategy

AI Engineering

OpenAI
LangChain
Claude
Gemini
Meta LLaMA
Mistral AI
CrewAI
Qdrant

Cloud platforms

All solutions deploy on your cloud of choice or on-premise

Google Cloud Platform

Google Cloud

Google Cloud Platform

AMA

AWS

Amazon Web Services

Microsoft Azure

Azure

Microsoft Azure

Platform partnerships

Built on platforms your IT team already owns and trusts

No new vendor lock-in. OTMA agents extend your existing Microsoft, cloud, and data investments — and run on your infrastructure.

Microsoft Azure

Cloud Platform

OpenAI

AI Models

Snowflake

Data Platform

Databricks

Data & AI

Power BI

Analytics & BI

Dynamics 365

CRM / ERP

LangChain

Agent Framework

WhatsApp Business

Messaging

How every engagement is structured

From fragmented data to intelligent action

Three disciplined layers. Each one prerequisite for the next. All three producing outcomes your CFO can measure.

01Infrastructure

Data Foundations

The reliable base every AI application depends on. Governed, scalable, and built to last beyond the engagement.

  • Cloud-native data pipelines (Azure, Snowflake, Databricks)
  • Semantic models and enterprise data catalogues
  • Role-based access control and governance policies
  • Automated data quality monitoring and lineage tracking
02Insight

Data Products

Analytics that surface the right signal at the right moment — automatically, without waiting to be asked.

  • Power BI dashboards with AI-powered anomaly detection
  • Executive KPI reporting and automated daily summaries
  • Natural language Q&A on live enterprise data
  • Scheduled insights pushed to Teams, Outlook, or WhatsApp
03Intelligence

AI Applications

Autonomous agents that act on what the data tells them — measurable, accountable, and running 24/7.

  • Custom AI agents across your full technology stack
  • Predictive models embedded natively in Dynamics 365
  • Bilingual Arabic and English conversational AI
  • Continuous model optimisation on real production data

From first call to live agent in 8 weeks

A disciplined four-step method with no ambiguity about what happens next.

01

Discover

We map your data landscape, interview stakeholders, and identify the one or two workflows where AI will create the most measurable impact. No assumptions.

02

Design

We architect the agent: data model, decision logic, integrations, and success metrics — all signed off before a single line of code is written.

03

Deploy

We build, test, and ship to your infrastructure. Typical timeline: 8 weeks from kickoff to production. Your team reviews at every milestone.

04

Optimise

We monitor, retrain, and improve the agent on real usage data — continuously. This is not a one-off project. It is a long-term capability.

8 wks

from kickoff to first agent in production

40%

average reduction in manual processing time

78%

of queries resolved without human escalation

100%

deployed on client-owned infrastructure

Our edge

Why enterprise teams choose OTMA

We ship production code — not slide decks

Every engagement ends with a live agent running on your infrastructure, a measured baseline, and an improvement plan. No demos that never ship.

Built for GCC compliance from day one

Founded in Riyadh. We understand KSA data residency requirements, GCC regulatory expectations, and Vision 2030 alignment — it is not an afterthought.

Arabic and English are equal citizens

Bilingual AI is a design requirement in every agent we build — not a localisation patch added at the end. Your Arabic-speaking customers get the same experience.

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Ready to see what 8 weeks can deliver?

Tell us your biggest data bottleneck. We will show you exactly what an AI agent could do about it — in one conversation.

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