OCR • Detection • Arabic NLP

NLP & Computer Vision Development
in Dubai & UAE

Machines that read and see: Arabic-aware text intelligence, document OCR that handles real-world scans, and vision systems monitoring everything from retail shelves to site safety.From AED 45,000 • 100% code ownership • Senior engineers only

100%Code Ownership
24hQuote Turnaround
12moSupport SLA
NLP & Computer Vision for UAE Businesses

YOLO • Transformers • Edge Deploy

JBC Express — Logistics app built by Control Shift
Salamah Drivers — Mobility app built by Control Shift

Get a Fixed Quote in 24 Hours.

Tell us about your nlp & computer vision requirement. A senior engineer — not a salesperson — reviews your brief and sends a scoped, fixed-price proposal within one business day.

  • Fixed price from AED 45,000 — scoped in 24 hours
  • Arabic NLP treated as first-class, not an afterthought
  • Edge and cloud deployment paths both supported
  • Accuracy benchmarks agreed before build begins

Get Your NLP & Computer Vision Quote

TRUSTED BY FOUNDERS

Chosen by Founders Who Ship,/Scale,/Operate

Partnering with early-stage and scaling startups to build systems that define the next generation of industry leaders.

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Updated for 2026 · Dubai & UAE

Perception Systems That Survive Reality

Lab demos assume clean inputs. Production cameras deal with dust, glare and odd angles; real documents arrive crumpled and bilingual. Our CV and NLP engineers build for those conditions — augmentation-heavy training, fallback heuristics and confidence thresholds wired to human-review queues.

Deliverables range from Arabic sentiment and entity extraction feeding BI dashboards, to shelf-monitoring and PPE-compliance vision systems running on edge devices across UAE facilities.

Dubai Delivery Team

Capabilities We Deliver

Language and vision engineering tuned for Gulf-market conditions.

Arabic NLP

Dialect-aware sentiment, NER and classification beyond MSA assumptions.

Document OCR

Multi-language extraction from invoices, IDs and forms at scale.

Object Detection

YOLO-family detectors custom-trained on your labelled imagery.

Video Analytics

People counting, queue metrics and safety-event detection live.

Edge Deployment

Jetson/ONNX pipelines running on-device where latency rules.

Active Learning Loops

Low-confidence samples routed to reviewers, retraining continuously.

Why Control Shift

Why UAE Teams Choose Us for NLP & Computer Vision

Benchmark Contracts

Precision/recall targets written into scope before coding starts.

Realistic Data Focus

We collect field samples early — lab accuracy lies otherwise.

Human-in-the-Loop Ready

Review UIs shipped alongside models for exception handling.

NLP & Computer Vision Cost in Dubai

From AED 45,000 covers focused engagements. Larger programmes are scoped into fixed-price phases — you always approve the number before we start.

Get My Fixed Quote
How It Works

From Samples to Sensors

Label realistically, train defensively, deploy where the decisions happen.

01

Discovery & Scoping

We audit your requirements and systems, then lock a fixed scope, timeline and price within 24 hours.

02

Design & Architecture

Solution design reviewed with your stakeholders before a single line of production code.

03

Build & Integrate

Weekly demos on staging. Integrations, security and performance handled as we go.

04

Launch & Support

Go-live with training and documentation, then optional SLA-backed maintenance.

Client Stories

Trusted by Visionary Founders

Digital Strategy

"Control Shift has been instrumental in reshaping our digital strategy. Their commitment to excellence and deep industry knowledge set them apart."

Asif Shuja

Asif Shuja

FOUNDER GEOPOCONSULT

Custom Solutions

"Control Shift raised our online presence, and their solutions fit the way we actually run our business."

Hasan Dweik

Hasan Dweik

CEO ULTRATEC 3D

Innovative Execution

"Control Shift delivered strong results for our brand — they executed cleanly from day one."

Yasir Arafeh

Yasir Arafeh

CEO ULTRATEC 4D

Digital Strategy

"Control Shift has been instrumental in reshaping our digital strategy. Their commitment to excellence and deep industry knowledge set them apart."

Asif Shuja

Asif Shuja

FOUNDER GEOPOCONSULT

Custom Solutions

"Control Shift raised our online presence, and their solutions fit the way we actually run our business."

Hasan Dweik

Hasan Dweik

CEO ULTRATEC 3D

Innovative Execution

"Control Shift delivered strong results for our brand — they executed cleanly from day one."

Yasir Arafeh

Yasir Arafeh

CEO ULTRATEC 4D

Digital Strategy

"Control Shift has been instrumental in reshaping our digital strategy. Their commitment to excellence and deep industry knowledge set them apart."

Asif Shuja

Asif Shuja

FOUNDER GEOPOCONSULT

Custom Solutions

"Control Shift raised our online presence, and their solutions fit the way we actually run our business."

Hasan Dweik

Hasan Dweik

CEO ULTRATEC 3D

Innovative Execution

"Control Shift delivered strong results for our brand — they executed cleanly from day one."

Yasir Arafeh

Yasir Arafeh

CEO ULTRATEC 4D

Sourced & Verified

The Business of Software

Sourced context on why custom software is built and maintained.

Software engineering applies engineering discipline to the design, development, testing and maintenance of software systems.[1]

Software maintenance and evolution typically account for a significant share of a product's total lifetime cost, which is why ongoing support matters as much as initial development.[1]

Sources & References

  1. [1]Software engineering — Wikipedia · en.wikipedia.org/wiki/Software_engineering
FAQ

Common Questions

Focused detectors or OCR pipelines start around AED 45,000. Multi-camera analytics platforms typically AED 100,000–300,000 including edge hardware planning.

Far less with transfer learning — often 500–2,000 annotated images per class. We bootstrap with synthetic augmentation and active learning to stretch small datasets.

Significantly: right-to-left rendering, dialect variation and richer morphology break English-first pipelines. We use Arabic-specific models and evaluation sets rather than translations.

Yes. Edge deployments on Jetson or industrial PCs run fully offline, syncing summaries upward when connectivity allows — common for villa communities and remote sites.

Options include your ops team using tooling we provide, professional annotation partners we manage, or weak-supervision bootstrapping — chosen per budget and sensitivity.

Start Your Project

Ready to start your nlp & computer vision project?

  • We respond within 12 hours
  • NDA available on request
  • Dedicated consultant specialists

WhatsApp Us

+971 54 483 2290

Direct Email

[email protected]