Now delivering Agentic AI, RAG & Azure AI Foundry programmes across the UAE, Saudi Arabia and the GCC. Talk to an AI architect →
AI-First Engineering — Dubai · Riyadh · Bengaluru

AI, Robotics & Software Development Company

Enterprise AI, Robotics& Custom SoftwareEngineered to Ship

Inovsion designs and delivers agentic AI, generative AI and custom software for enterprises across the UAE, Saudi Arabia, the GCC, the USA, Canada, the UK and India. Production systems on Azure, AWS, GCP and Databricks — not proof-of-concepts that stall.

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Trusted by ambitious teams across the Gulf, Europe, North America and India
  • AMCO — Al-Haya Medical Company
  • Riyadh Pharma
  • Al Rajhi
  • Metropolis
  • MedEngage
  • Bader Academy
  • Air Synapsis
  • Almarsa Tech
  • MyWarrantys
  • HiCare
  • CraveWave
  • Unistanz
  • Urbansoft
  • OneTuch
  • ClueMaster
  • Elekore
  • ExtraMile Play
  • Fame Keeda
  • Rising Walls
  • igoal.io
  • Hotel Le Grande
Inside the Build

What an agentic pipeline looks like in production

Not a chat window. A traced, gated, observable sequence of steps that reads your documents, decides, writes back to your systems and knows when to stop and ask a human.

  • Every step is logged with inputs, outputs and the model version that produced them
  • Retrieval is grounded in your own documents, with citations on every answer
  • The reasoning model runs in your tenant — Azure AI Foundry, Bedrock or self-hosted
  • Orchestration writes back to ERP and CRM through n8n, with retries and dead-letter queues
  • Anything consequential passes a human approval gate before it commits
  • Cost ceilings and drift alerts are wired in before go-live, not after
See our AI services
inovsion / agent-run.log
Intake Agent
parses RFQ · Arabic + English
DONE
RAG Retrieval
pgvector · 14.2k docs indexed
DONE
Reasoning Model
azure-ai-foundry · gpt-class
RUN
n8n Orchestration
ERP + CRM writeback
QUEUED
Human-in-the-Loop
approval gate · audit trail
QUEUED
99.2%
Extraction accuracy
6wks
To first release
What We Do

Services engineered for measurable outcomes

From autonomous AI agents to robotics, cloud platforms and the applications your teams use every day — one accountable partner, end to end.

AI, Generative AI & Agentic Systems

We build AI that does real work: autonomous agents that action tasks across your stack, retrieval-augmented assistants grounded in your own documents, and fine-tuned models tuned to your domain, your language and your compliance boundaries.

  • Agentic AI & multi-agent orchestration
  • RAG pipelines on your private knowledge base
  • Azure AI Foundry, OpenAI, Anthropic & open-weight LLMs
  • Arabic-first NLP and bilingual assistants
  • Computer vision, OCR and document intelligence
  • MLOps, evaluation harnesses and guardrails

Robotics & Intelligent Automation

Physical and software robots that remove manual effort — ROS 2 robotics, computer-vision inspection, RPA bots and n8n workflow orchestration wired into your ERP and CRM.

ROS 2 RPA n8n Computer Vision
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Custom Application Development

Web and enterprise applications built to last — .NET and Node back ends, React and Next.js front ends, plus ERP, CRM and SaaS platforms.

.NET React Next.js Node.js
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Mobile App Development

iOS and Android apps in Flutter, React Native, Swift and Kotlin — Arabic-ready, offline-tolerant and shipped through both stores.

Flutter Swift Kotlin React Native
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Cloud Engineering & DevOps

Architecture, migration and cost optimisation on Azure, AWS and Google Cloud, with infrastructure-as-code, CI/CD and 24/7 observability baked in from day one.

Azure AWS GCP Kubernetes
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Data Engineering & Analytics

Lakehouse platforms on Databricks and Microsoft Fabric, real-time pipelines, dimensional modelling and governed BI your executives will actually trust.

Databricks Delta Lake Fabric Power BI
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Conversational AI & Chatbots

Bilingual Arabic–English assistants for WhatsApp, web and voice that resolve real queries, escalate cleanly and integrate with your core systems.

RAG WhatsApp Voice AI Omnichannel
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View all services
Why Inovsion

Built differently, on purpose

Most AI programmes stall between the demo and production. Ours are engineered for the messy middle: integration, governance, cost and change management.

More about us
  1. 01

    Senior engineers on every engagement

    No juniors learning on your budget. Solution architects with 8–15 years of enterprise delivery lead the work and stay through to handover.

  2. 02

    Production-grade from the first sprint

    Evaluation harnesses, guardrails, observability, cost ceilings and rollback plans are part of the build — not a phase-two conversation.

  3. 03

    Bilingual by design, not by translation

    Arabic-first NLP, RTL interfaces and locale-aware data handling are engineered in from the start, so Gulf deployments feel native rather than retrofitted.

  4. 04

    Regional compliance we actually understand

    UAE PDPL, Saudi PDPL and SDAIA guidance, GDPR, HIPAA and in-country data residency on Azure UAE North, Saudi regions and beyond.

Next-Generation AI

The AI capability stack we deploy today

These are the patterns delivering value in production right now — and the ones our research team stress-tests before they reach your environment.

Agentic AI & Multi-Agent Systems

Autonomous agents that plan, call tools, write back to your systems and know when to stop and ask a human. Built on MCP, LangGraph and Semantic Kernel.

Retrieval-Augmented Generation (RAG)

Hybrid semantic and keyword retrieval over your contracts, policies and tickets — with citations, freshness controls and access rules that mirror your org chart.

Azure AI Foundry & Model Operations

Model catalogue, prompt flow, evaluation, content safety and deployment governance on Microsoft's enterprise AI platform, with in-region hosting options.

n8n & Workflow Orchestration

Self-hosted n8n pipelines that connect AI to the 400+ tools you already run — approvals, retries, audit logs and no per-seat licensing surprises.

Computer Vision & Document AI

Arabic and English OCR, invoice and Emirates ID extraction, defect detection and safety monitoring on the edge or in the cloud.

AI Governance & Guardrails

Prompt-injection defence, PII redaction, model evaluation suites, human-in-the-loop gates and full audit trails for regulated industries.

  • Autonomous mobile robots and ROS 2 navigation stacks
  • Vision-guided pick, place and quality inspection
  • Robotic Process Automation across SAP, Oracle, Dynamics and legacy terminals
  • n8n and Power Automate orchestration with human approval gates
  • Digital twins and predictive maintenance on IoT telemetry
  • Edge inference on NVIDIA Jetson and Azure IoT Edge
Robotics & Automation

Automation that touches the physical world

From warehouse robots to back-office bots, we automate the work that quietly drains your margin.

Robotics & automation
Technology

The stack we build production systems on

Chosen for longevity and total cost of ownership — never for novelty.

Model choice is a routing decision, not a loyalty test. Frontier models sit behind an abstraction so a cheaper — or in-region — model can take over a step without a rewrite, and every call is logged with its prompt version, latency and cost.

Azure AI Foundry
OpenAI
Anthropic Claude
Hugging Face
PyTorch
TensorFlow
LangChain
LangGraph
Semantic Kernel
MCP
LlamaIndex
Vertex AI
AWS Bedrock
Ollama
spaCy
YOLO / OpenCV
How We Work

A delivery model that de-risks the unknown

Fixed-scope discovery, then iterative delivery with working software in your hands every two weeks.

01

Discovery & Framing

Two to three weeks. We map the process, quantify the opportunity, test data readiness and return a costed architecture — yours to keep either way.

02

Architecture & Design

Solution architecture, security model, data flows, integration contracts and UX design, reviewed with your technical and compliance stakeholders.

03

Senior-Led Build

Two-week sprints, demoable increments, automated tests and CI/CD from sprint one. You see progress in a real environment, not a slide.

04

Validation & Hardening

Model evaluation, load and penetration testing, guardrail tuning, UAT with your users and a documented go-live runbook.

05

Launch, Support & Evolve

Managed go-live, 24/7 monitoring, cost optimisation and a quarterly roadmap so the platform keeps compounding value.

Industries

Domain depth where it counts

We bring reference architectures, regulatory context and pre-built accelerators to the sectors we know best.

Banking & Fintech

KYC automation, AML screening, credit decisioning and regulator-ready audit trails.

Healthcare & Life Sciences

Clinical document AI, patient engagement, claims automation and HIPAA-aligned platforms.

Oil, Gas & Energy

Predictive maintenance, HSE computer vision, digital twins and field-ops automation.

Retail & E-Commerce

Demand forecasting, personalisation engines, catalogue enrichment and unified commerce.

Logistics & Supply Chain

Route optimisation, fleet telematics, warehouse robotics and customs document AI.

Manufacturing

Quality inspection, OEE analytics, MES integration and shop-floor automation.

Real Estate & Construction

Property intelligence, BIM analytics, site safety monitoring and lease document AI.

Education & EdTech

Adaptive learning, Arabic tutoring assistants and institution-wide analytics.

Travel & Hospitality

Dynamic pricing, concierge agents, guest personalisation and revenue analytics.

Telecom & Media

Churn prediction, network analytics, content tagging and automated customer care.

Government & Smart Cities

Citizen service assistants, Arabic document processing, smart-city telemetry and regulator-grade audit trails.

Professional Services

Contract review, audit automation, proposal drafting and knowledge search for legal, accounting and consulting firms.

Selected Work

Outcomes we can point to

A sample of recent engagements across healthcare, retail, logistics and financial services.

Illustration for the Pharmacy Operations Intelligence case study
Healthcare · Saudi Arabia

Pharmacy Operations Intelligence

A bilingual demand-forecasting and inventory platform for a national pharmacy chain, combining Databricks pipelines with a RAG assistant for store managers.

31%
Stock-out reduction
4.2x
Faster reporting
Illustration for the Clinical Document AI case study
Diagnostics · India & GCC

Clinical Document AI

Document intelligence that reads lab reports and referral letters in English and Arabic, extracting structured results into the LIS with human-in-the-loop review.

99.2%
Field accuracy
70%
Manual effort cut
Illustration for the Warranty Claims Automation case study
InsurTech · UAE

Warranty Claims Automation

An agentic workflow that triages warranty claims end to end — OCR, policy retrieval, fraud signals and payout recommendation — orchestrated in n8n.

58%
Faster settlement
24/7
Claim intake
Global Delivery

Where we deliver

A Gulf-headquartered team with an India delivery centre — overlapping working hours with the Middle East, Europe and North America.

United Arab Emirates

Our regional headquarters in Dubai serves banking, healthcare, logistics and government-linked entities, with UAE PDPL-aligned delivery and Azure UAE North residency.

Dubai · Abu Dhabi · Sharjah

Saudi Arabia

AI and automation programmes supporting Vision 2030 mandates — Arabic-first systems, SDAIA guidance and in-Kingdom data residency options.

Riyadh · Jeddah · Dammam · NEOM

Wider GCC

Qatar, Kuwait, Oman and Bahrain engagements delivered from Dubai, with on-site workshops and Arabic-speaking solution architects.

Doha · Kuwait City · Muscat · Manama

United States

Cloud-native product engineering and AI enablement for US startups and mid-market enterprises, with overlapping EST and PST coverage.

New York · Austin · San Francisco

Canada

AI, data platform and application modernisation work for Canadian firms, with data-residency aware architectures on Azure and AWS Canada regions.

Toronto · Vancouver · Montreal

United Kingdom

GDPR-aligned AI and software delivery for UK enterprises and scale-ups, from discovery through managed run.

London · Manchester · Edinburgh

India

Our Bengaluru engineering centre provides depth across AI, data and full-stack development at sustainable cost, under the same delivery standards.

Bengaluru · Mumbai · Hyderabad

Everywhere Else

Remote-first engagements across Europe, Africa and APAC, structured around your working hours and governance requirements.

Fully remote · English & Arabic
Client Voices

What partners say about working with us

“Inovsion took a process we had written off as impossible to automate and had a working system in production in nine weeks. The accuracy on Arabic documents was the part that surprised us most — it comfortably beat the vendor we had trialled before.”

Head of Digital Transformation
National pharmacy group, Riyadh

“What sets them apart is that they argued us out of two features we did not need. That saved real budget. The platform has been live for over a year with no unplanned downtime.”

Chief Technology Officer
Logistics operator, Dubai

“We had a Databricks estate nobody could explain and costs climbing every month. Their team restructured the pipelines and cut our monthly spend by roughly a third while making the data faster to query.”

Director of Data & Analytics
Retail group, Abu Dhabi

“The AI assistant they built now handles the majority of first-line queries in both Arabic and English. Our support team finally has time for the complex cases.”

Customer Experience Lead
Insurance provider, UAE

“Communication was the differentiator. Weekly demos, honest status, and no surprises at the end of a sprint. Rare in this industry.”

Founder
HealthTech scale-up, London

“They embedded three engineers with our team in Toronto and were productive inside two weeks. The seniority was genuine, not a CV exercise.”

VP Engineering
SaaS company, Canada
Insights

Research, guides and field notes

Practical writing from the engineers doing the work.

Agentic AI· ·9 min read

Agentic AI in the Gulf: what actually reaches production

Why most agent pilots stall at the integration layer, and the five architectural decisions that separate a demo from a system your operations team trusts.

Read article
RAG· ·12 min read

Building Arabic-first RAG: tokenisation, dialect and retrieval quality

Arabic breaks a lot of default RAG assumptions. A practical guide to chunking, embeddings and evaluation for bilingual enterprise knowledge bases.

Read article
Cloud & Data· ·8 min read

Databricks cost control: the seven levers that actually move the bill

From cluster policies and Photon to liquid clustering and job orchestration — where the savings really are in a mature lakehouse.

Read article
Read all insights
FAQs

Questions we get asked most

Inovsion is an AI-first technology company. We design and build artificial intelligence systems (agentic AI, generative AI, RAG assistants, computer vision), robotics and process automation, custom web and mobile applications, and the cloud and data platforms underneath them. We work across the UAE, Saudi Arabia, the wider GCC, the United States, Canada, the United Kingdom and India.

Our regional headquarters is in Dubai, UAE, and our engineering centre is in Bengaluru, India. We deliver regularly in Dubai, Abu Dhabi, Sharjah, Riyadh, Jeddah, Dammam, Doha, Kuwait City, Muscat and Manama, as well as for clients in the United States, Canada and the United Kingdom. Engagements can be on-site, hybrid or fully remote.

Yes. We deliver bilingual programmes end to end — Arabic-first NLP, right-to-left interfaces, Arabic OCR and document extraction, and Arabic-speaking solution architects for workshops and stakeholder sessions. Our own website is available in both languages.

Discovery takes two to three weeks and produces a costed architecture. A focused production pilot — for example a RAG assistant or a document-extraction pipeline — typically reaches live use in six to twelve weeks. Larger platform programmes run three to nine months, delivered in two-week increments so value lands early.

Focused pilots generally start around US$25,000. Mid-sized platforms fall between US$75,000 and US$200,000, and multi-year enterprise programmes go beyond that. We price discovery separately and fixed, so you can decide on the full build with a real number rather than an estimate.

Yes — that is the majority of what we do. We integrate with SAP, Oracle, Microsoft Dynamics, Salesforce, Odoo, custom ERPs and legacy databases, and we can work with on-premise, cloud or hybrid estates. Where data is not ready, we say so during discovery.

You choose. We deploy to Azure UAE North, Saudi Arabia regions, AWS Bahrain, UK, US, Canada and India regions, or into your own tenant or data centre. We build to UAE PDPL, Saudi PDPL and SDAIA guidance, GDPR and HIPAA as your context requires, with encryption, access control and full audit logging.

All three, depending on your constraints. Azure AI Foundry is common for Microsoft-centric enterprises and in-region hosting. AWS Bedrock and Google Vertex AI suit teams already on those clouds. Open-weight models via Ollama or vLLM are the right answer when data cannot leave your network or when unit economics matter at volume.

Yes. We offer managed support tiers covering monitoring, incident response, model evaluation and drift checks, security patching, cloud cost optimisation and a quarterly improvement roadmap. Many clients keep a small embedded team for continuous delivery.

Yes. We provide vetted AI, data, cloud and full-stack engineers who embed in your team under your process, with a senior technical lead included. Teams can be based in Dubai, Bengaluru or remote, working in your time zone.

Let's build something your competitors cannot copy

Book a free 45-minute consultation with a solution architect. We will map your highest-value use case, sanity-check feasibility and send you a written summary — no obligation, no sales theatre.

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