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Why Most Companies Struggle with AI Consulting?

AI is not hard to talk about. Every business has a plan for it. But when it comes to actually building, deploying, and getting real value from it, businesses usually don't know where to start.

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Most businesses invest in AI without a clear strategy. They pick the wrong use cases, work with the wrong partners, or build solutions that never make it past a pilot. The result? Wasted budgets, missed deadlines, and frustrated teams with nothing to show for it.

The problem isn't AI itself. It's the approach.

Common AI tools and platforms promise quick wins. But without the right foundation, like clean data, clear goals, and a realistic roadmap, those tools fail to make progress. Most companies don't fail at AI because the technology doesn't work. They fail because no one asked the right questions before building.

Why Most Companies Struggle with AI Consulting?

Not Sure Where to Start with AI?

Talk to our AI consultants. We will assess your business, identify the right opportunities, and give you a clear path forward, no commitment required.

Business Challenges of Opting for AI Consulting Services

Businesses face real barriers to adopting AI, from unclear strategy to poor data. Here's where companies get stuck and how Nimble AppGenie helps them move forward.

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No Clear AI Strategy

No Clear AI Strategy

Most businesses know they need AI, but have no idea where to start. They follow trends, test random tools, and end up with nothing that sticks.

How We Fix It:

We build a structured AI roadmap aligned to your business goals, prioritized by ROI, not trends. With this, you know exactly what to build, in what order, and why.

Poor Data Quality

Poor Data Quality

AI runs on data. If your data is incomplete, siloed, or unstructured, no model will perform well, no matter how good the technology is.

How We Fix It:

We audit your data, fix pipeline gaps, and create the right data infrastructure before any model development begins. Clean data first, and then begin with AI.

Wrong Use Case Prioritization

Wrong Use Case Prioritization

Teams often build impressive AI demos that solve low-value problems. Time and budget are wasted on the wrong things, and real business impact never arrives.

How We Fix It:

Our AI experts score each use case by business impact, technical feasibility, and cost. You only build what will move the needle, nothing else.

Integration with Existing Systems

Integration with Existing Systems

AI doesn’t work if built in isolation. If it can’t connect to ERP, CRM, or existing workflows, you can’t make the best use of it, regardless of how well it performs.

How We Fix It:

We design AI solutions with integration as a requirement, not an afterthought. Every AI solution we build connects to your existing stack from day one.

Measuring ROI on AI Investments

Measuring ROI on AI Investments

Most companies can't tell if their AI is working. You get no clear metrics, no baseline, and no way to justify the spend or make the case for scaling.

How We Fix It:

We define success metrics before writing a single line of code. You will see every engagement is tied to measurable business outcomes, such as cost saved, time reduced, and revenue impacted.

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How Our AI Consulting Services Benefit Your Business

From strategy to deployment, our experienced AI consultants cover every stage of your AI journey by offering a comprehensive suite of AI consulting services, helping you move fast, stay grounded, and build things that last.

AI Strategy & Roadmap Consulting

You need a plan to start with AI that actually works. We assess businesses, map data, and build a prioritized AI strategy roadmap for enterprises and startups so they can actually execute, aiming for real business outcomes, not just trend-chasing.

  • image Business goal alignment
  • image Use case prioritization
  • image 12–24 month AI roadmap
  • image Buy vs build analysis

Machine Learning (ML) Consulting

Off-the-shelf models rarely fit real business problems. Our engineers provide machine learning consulting and custom machine learning model development services trained on your data to solve specific challenges. Predictive analytics, forecasting, classification, and anomaly detection are built and validated for production.

  • image Build custom ML models
  • image Predict trends and outcomes
  • image Test and validate models
  • image Set up MLOps deployment

Natural Language Processing (NLP) Consulting

Through our Natural Language Processing (NLP) consulting services, businesses build AI systems that understand and process human language. It includes developing and deploying solutions for AI-driven conversational tools, sentiment analysis, document processing, text classification, language translation, and intelligent search.

  • image Classify text and entities
  • image Analyze sentiment and intent
  • image Summarize and extract documents
  • image Enable multilingual NLP support

Computer Vision Consulting

We provide Computer Vision consulting services to help businesses use AI to understand images and videos. It includes building systems for object detection, facial recognition, defect inspection, and video analysis, enabling automation of visual tasks.

  • image Detect objects and classify images
  • image Identify defects and visual issues
  • image Analyze video and track motion
  • image Label data and train models

Generative AI Consulting

With fast-moving Generative AI, businesses are still figuring out where it fits. Our Generative AI consulting for businesses helps you identify practical use cases, pick the right models, like GPT, Claude, Llama, Gemini, and build GenAI tools.

  • image LLM setup, tuning, and RAG
  • image AI content and document generation
  • image Custom chatbots and assistants
  • image Prompt design and evaluation

AI Process Automation Consulting

By offering AI process automation consulting services, we help businesses automate repetitive workflows using AI and intelligent systems. It includes mapping processes, integrating RPA and AI, and building solutions that reduce manual effort, improve efficiency, and streamline operations.

  • image Map and analyze workflows
  • image Process documents with AI (IDP)
  • image Combine RPA with AI
  • image Integrate ERP and CRM systems

Data Analytics & AI Consulting

Our data analytics & AI consulting services turn raw data into insights with analytics and AI. It includes data cleaning, predictive modeling, dashboards, and real-time analytics to support better decisions, improve performance, and identify opportunities for growth and efficiency.

  • image Clean and prepare data pipelines
  • image Build predictive analytics and BI
  • image Create dashboards and reports
  • image Enable real-time data streams

AI Integration & Implementation

Building an AI product is one thing, and AI integration services are another. Our AI implementation services help businesses embed AI into existing systems, apps, and workflows. It connects AI models, APIs, and tools with CRM or ERP platforms to ensure seamless operation.

  • image Integrate APIs and systems
  • image Modernize legacy systems
  • image Manage onboarding and change
  • image Monitor and support AI systems

AI Model Auditing & Optimization

AI model auditing & optimization identifies issues in already deployed AI systems. We, a team of experienced AI engineers, run diagnostics, find failure points, and retrain or optimize models to improve accuracy, speed, and reliability, ensuring better performance and stable results in real-world production environments.

  • image Benchmark model performance
  • image Detect bias and evaluate fairness
  • image Retrain models for data drift
  • image Optimize cost and latency

Industries We Serve

With 8+ years of experience serving worldwide clients, we have delivered enterprise AI consulting projects across fast-moving, regulated, and data-intensive industries, from healthcare startups to global retail chains.

Healthcare & Life Sciences
Healthcare & Life Sciences

Healthcare & Life Sciences

Healthcare data is sensitive, and regulations are rigid. We, the best AI consulting company for healthcare, build HIPAA-compliant healthcare AI solutions that help insurers, providers, and life science companies move faster.

  • image AI diagnostics and imaging analysis
  • image Patient risk scoring and segmentation
  • image Drug discovery with ML models
  • image Clinical trial analysis and reporting
Finance & Banking
Finance & Banking

Finance & Banking

Finance runs on speed and accuracy. We help banks and fintech companies detect fraud, model risk, automate compliance, and build smarter trading strategies.

  • image Detect fraud in real time
  • image Improve credit risk scoring
  • image Build trading strategies with AI
  • image Automate compliance processes
Retail & E-Commerce
Retail & E-Commerce

Retail & E-Commerce

Retailers and eCommerce businesses that use AI sell more and waste less. We create recommendation engines, visual search systems, and demand forecasting tools.

  • image Build product recommendation engines
  • image Forecast demand and optimize inventory
  • image Enable visual search and image recognition
  • image Predict churn and improve retention
Manufacturing
Manufacturing

Manufacturing

We help manufacturers improve efficiency and reduce downtime using AI-powered predictive maintenance, intelligent supply chain optimization, and automated quality inspection. Our solutions detect failures early and reduce intervention.

  • image Predict equipment failures early
  • image Automate quality inspection
  • image Forecast supply chain issues
  • image Optimize production yield
Logistics & Supply Chain
Logistics & Supply Chain

Logistics & Supply Chain

Our AI consultants help logistics companies reduce costs, streamline operations, and improve delivery accuracy by enabling smarter planning, real-time decision-making, and predictive intelligence.

  • image Optimize routes and last-mile delivery
  • image Manage real-time inventory levels
  • image Predict delivery delays
  • image Analyze supplier risk
Education & EdTech
Education & EdTech

Education & EdTech

We help educational institutions and providers improve learning outcomes by using AI to automate academic processes, personalize education, and track student progress effectively, through data-driven insights and adaptive learning systems.

  • image Personalize learning paths
  • image Automate grading and evaluation
  • image Track student performance
  • image Generate learning content
Real Estate & PropTech
Real Estate & PropTech

Real Estate & PropTech

We help real estate companies improve investment decisions, sales performance, and customer engagement using AI-driven insights for forecasting, valuation, and data analysis across the property lifecycle.

  • image Automate property valuation
  • image Predict market trends and prices
  • image Score buyer intent leads
  • image Enable virtual property tours
Legal & Compliance
Legal & Compliance

Legal & Compliance

Our team helps legal professionals reduce manual effort and improve accuracy using AI for document analysis, research automation, and compliance monitoring, enabling faster decisions, lower risk, and more efficient legal operations.

  • image Review contracts with AI
  • image Automate legal research
  • image Monitor regulations
  • image Score compliance risks
Marketing & Advertising
Marketing & Advertising

Marketing & Advertising

We help marketing and advertising teams increase ROI using AI to improve targeting, personalization, and campaign performance across channels through data-driven decisions and better conversion outcomes.

  • image Segment target audiences
  • image Generate personalized content
  • image Optimize campaign performance
  • image Predict customer lifetime value

Our AI Consulting Process

We follow a structured, seven-step process that takes your AI initiative from idea to production with clear deliverables and progress checkpoints at every stage.

01
Discovery & Business Understanding

Discovery & Business Understanding

We map your objectives, workflows, data assets, and pain points. This offers us a clear picture of where AI can add the most value and what success actually looks like for your team.

02
AI Readiness Assessment

AI Readiness Assessment

We review data quality, team skills, infrastructure, and existing systems. The output is an honest readiness report with a clear list of what should be in place before AI development starts.

03
AI Strategy & Use Case Prioritization

AI Strategy & Use Case Prioritization

We prioritize use cases by technical feasibility, business impact, and resource requirements. You get a prioritized strategy document with a realistic roadmap, so effort goes to the initiatives most likely to deliver ROI.

04
Solution Design & Prototyping

Solution Design & Prototyping

We design the architecture for your AI solution and build a working prototype before full development begins. Prototyping allows your team to test and provide feedback early, reducing the cost of modifications.

05
Development & Model Training

Development & Model Training

Here we start building and training the AI. Our engineers develop a full-fledged solution. We use your data whenever possible to ensure the model performs in your real-world environment.

06
Integration & Deployment

Integration & Deployment

We connect your AI solution to your current systems - ERPs, CRMs, APIs, or apps and deploy it to production. We also onboard your team so they know how to use it from day one.

07
Monitoring, Optimization & Support

Monitoring, Optimization & Support

We track model performance, monitor for data drift, and retrain when accuracy drops. Our support plans keep your AI running well, making your business improve as it grows.

See How We Have Done It for Others

From healthcare to logistics, we have delivered AI solutions that cut costs, improved accuracy, and scaled in production. Browse our case studies.

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Key Benefits Of Our AI Consulting Services

Working with the right AI consulting partner changes how fast you move and how much risk you carry. Here's what you get when you work with Nimble AppGenie.

Faster Time-to-Value

Faster Time-to-Value

Our structured process and pre-built accelerators significantly cut development time. Instead of spending months on planning, you move to execution with a working prototype, usually created within the first few weeks.

Reduced Implementation Risk

Reduced Implementation Risk

We run prototype and readiness assessments before committing to full development. This catches issues early, before they become costly mistakes, and offers you confidence that the AI solution will work in production.

Customized AI Strategy

Customized AI Strategy

In AI, there's no one-size-fits-all. Every strategy we create is specific to your data environment, business model, and competitive position. You get a strategic plan that actually reflects your situation, not a generic template.

Scalable AI Architecture

Scalable AI Architecture

We design AI systems to scale. Whether you are planning enterprise-wide AI deployment or starting with a single use case, our architecture supports growth without needing a complete rebuild from scratch.

Clear ROI Measurement

Clear ROI Measurement

Before we start AI development, we define success metrics. Every project includes KPIs tied to business results - time reduced, cost saved, and revenue influenced, so you can measure the AI impact in real terms.

End-to-End Ownership

End-to-End Ownership

Our team handles everything from AI strategy consulting to deployment to ongoing support. You don't need to coordinate between a strategy firm and a dev shop or manage multiple vendors. One team owns the full outcome.

Access to Top AI Talent

Access to Top AI Talent

Our team includes AI engineers, ML specialists, data scientists, and domain experts across industries. You get access to senior-level AI expertise without the cost and complexity of building an in-house AI team.

Vendor-Agnostic Approach

Vendor-Agnostic Approach

We are not tied to any vendor or platform. We recommend tools based on what's suitable for your use case. That means Google, OpenAI, Azure, AWS, or open-source, depending on what fits your budget and needs.

Understand Development Cost

Here’s a guide for you to better understand dev cost.

AI TECHNOLOGIES & TOOLS WE WORK WITH

We work across the full AI stack, from foundational models and cloud platforms to MLOps tools and open-source frameworks, choosing the right tools for each project.

AI & ML Frameworks

  • TensorFlow
    TensorFlow
  • PyTorch
    PyTorch
  • Scikit-learn
    Scikit-learn
  • Keras
    Keras
  • XGBoost
    XGBoost
  • Hugging Face Transformers
    Hugging Face Transformers

Large Language Models

  • GPT-4o
    GPT-4o
  • Claude 3
    Claude 3
  • Llama 3
    Llama 3
  • Gemini
    Gemini
  • Mistral
    Mistral
  • Falcon
    Falcon
  • Phi-3
    Phi-3

Cloud AI Platforms

  • AWS SageMaker
    AWS SageMaker
  • Google Vertex AI
    Google Vertex AI
  • Azure ML
    Azure ML
  • IBM Watson
    IBM Watson

MLOps & Deployment

  • MLflow
    MLflow
  • Kubeflow
    Kubeflow
  • Docker
    Docker
  • Kubernetes
    Kubernetes
  • FastAPI
    FastAPI
  • BentoML
    BentoML

Data & Analytics

  • Apache Spark
    Apache Spark
  • Databricks
    Databricks
  • dbt
    dbt
  • Snowflake
    Snowflake
  • BigQuery
    BigQuery
  • Redshift
    Redshift

Vector Databases

  • Pinecone
    Pinecone
  • Weaviate
    Weaviate
  • Chroma
    Chroma
  • Qdrant
    Qdrant
  • pgvector
    pgvector

NLP Tools

  • spaCy
    spaCy
  • NLTK
    NLTK
  • LangChain
    LangChain
  • LlamaIndex
    LlamaIndex
  • OpenAI API
    OpenAI API
  • Cohere
    Cohere

Computer Vision

  • OpenCV
    OpenCV
  • YOLO
    YOLO
  • Detectron2
    Detectron2
  • Roboflow
    Roboflow
  • CLIP
    CLIP
  • SAM
    SAM

AI Orchestration

  • LangGraph
    LangGraph
  • CrewAI
    CrewAI
  • AutoGen
    AutoGen
  • Semantic Kernel
    Semantic Kernel
  • Haystack
    Haystack

BI & Visualization

  • Tableau
    Tableau
  • Power BI
    Power BI
  • Looker
    Looker
  • Metabase
    Metabase
  • Grafana
    Grafana

Flexible Cost to Hire NodeJS Developer

We understand different businesses need different things. We offer three engagement models designed to match where you are in your AI journey and what level of support you need.

AI Advisory & Strategy (One-Time)

  • Best for:

    Businesses evaluating AI and need expert guidance before committing to development.

  • Includes:

    AI readiness assessment, use case mapping, technology recommendations, and a prioritized 12-month AI roadmap.

  • Duration:

    2-4 Weeks

Project-Based AI Consulting

  • Best for:

    Companies with a defined AI problem to solve, one specific model, tool, or automation to build and deploy.

  • Covers:

    Full-cycle delivery from solution design through integration, testing, and deployment. Includes documentation and handover.

  • Duration:

    6-16 weeks, depending on scope

Dedicated AI Consulting Team

  • Best for:

    Organizations that need ongoing AI expertise embedded in their team, for long-term projects, multiple initiatives, or continuous improvement.

  • Covers:

    A dedicated team of AI engineers, data scientists, and consultants working alongside your team on a monthly retainer basis.

  • Duration:

    3+ months

Why Businesses Choose Us As Their AI Consulting Partner

There are a lot of AI consulting companies. Here's what makes Nimble AppGenie different and why clients keep coming back for their next project.

1

Deep Technical Expertise

Our team has hands-on experience developing AI systems across industries, not only advising on them. We have shipped models in production environments, dealt with actual data problems, and solved integration challenges that most AI consultants have only read about.

2

Business-First Thinking

We ask about your P&L before we talk about model architecture. Every recommendation we make is grounded in business logic - what it saves, what it costs, and what it enables for your team and customers.

3

Proven Track Record

We have delivered AI projects across finance, healthcare, logistics, retail, and more. Our case studies include measurable outcomes - not only vague enhancements. We can point to what we developed and what it changed.

4

Proprietary AI Accelerators

We have created internal tools, frameworks, and templates that speed up common AI tasks - from data pipelines to model evaluation. Such accelerators mean lower costs and faster delivery times for every client we work with.

5

Full-Stack AI Capability

Strategy, data engineering, model development, integration, and support, we do all of it. You don't need to hire separate vendors for each phase. One team owns the full delivery, which means less coordination overhead and cleaner outcomes.

6

Transparent Communication

We offer you clear updates, honest assessments, and direct feedback. If something is not going to work, we communicate before you spend money on it. No overselling, no scope surprises.

7

IP & Data Security

We sign NDAs and IP assignment agreements as standard. Your data stays yours. We follow enterprise-grade security practices, such as data encryption, access controls, and compliance with GDPR, HIPAA, and relevant regional regulations.

8

Post-Delivery Support

The engagement doesn't end at launch. Our team of experts offers structured support plans that include monitoring, retraining, bug fixes, and performance reviews, keeping your AI running well long after deployment.

Why Companies Choose NimbleAppGenie for Blockchain Development?

AI Consulting Success Stories

Real projects. Real results. Here's what we have delivered for businesses across industries.

Payroll System - African Multi-Country Platform

Healthcare – AI-Powered Patient Risk Scoring

Client Industry: Healthcare (Hospital Network, USA)

Business Challenge:

Clinical teams were spending 4+ hours daily manually reviewing patient records to flag high-risk cases. The process was slow, inconsistent, and dependent on staff availability.

AI Solution:

We built a custom ML risk-scoring model trained on 3 years of patient data. The model flags high-risk patients automatically and routes them to the right care team, integrated directly into the hospital's EHR system.

Technologies Used:

Python, Scikit-learn, AWS SageMaker, HL7 FHIR API, PostgreSQL

Results Achieved:

68% reduction in manual review time, risk identification accuracy improved by 41%, 30% decrease in preventable readmissions in the first 6 months

Finance – Fraud Detection System for Fintech Platform

Fintech (Digital Payments, UK)

Business Challenge:

The client was processing 500K+ transactions daily with a legacy rule-based fraud system that produced too many false positives, blocking legitimate transactions and frustrating customers.

AI Solution:

We replaced the rule-based system with a real-time ML fraud detection model using anomaly detection and transaction graph analysis. The model learns from new fraud patterns continuously.

Technologies Used:

XGBoost, Apache Kafka, Databricks, Azure ML, Python

Results Achieved:

73% reduction in false positives, fraud detection rate improved by 55%, transaction review costs reduced by 40%

Finance – Fraud Detection System for Fintech Platform
Retail - Demand Forecasting Engine for E-Commerce Brand

Retail - Demand Forecasting Engine for E-Commerce Brand

E-Commerce (Fashion Retail, Australia)

Business Challenge:

The client was overstocking slow-moving SKUs and running out of bestsellers, leading to $2M+ annual losses in markdowns and missed sales.

AI Solution:

We built a demand forecasting model using historical sales, web traffic, and seasonal trend data. The model generates weekly inventory recommendations per SKU and location, integrated with their Shopify and ERP systems.

Technologies Used:

Prophet, LightGBM, Snowflake, dbt, Google BigQuery, Looker

Results Achieved:

Forecast accuracy improved from 61% to 89%, overstock costs reduced by 34%, stockout incidents down 52% in 9 months.

Ready to Build AI That Works?

Content: Tell us about your project. We will tell you what's possible, what it costs, and how long it takes - straight answers, no sales pitch.

Frequently Asked Question?

Frequently Asked Question

AI consulting for small businesses and enterprises typically covers strategy and use case planning, data readiness assessment, solution design, model development, system integration, and post-deployment support. The scope depends on where your business is in its AI journey. Some clients come for just a strategy and roadmap. Others need full-cycle delivery.

The cost of AI consulting services varies by scope and engagement model. A one-time AI strategy engagement typically starts around $5,000–$15,000. Project-based consulting ranges from $20,000 to $150,000+, depending on complexity. Dedicated team retainers are priced monthly based on team size. We provide transparent quotes after an initial scoping call.

A strategy-only engagement takes 2–4 weeks. A project-based engagement runs 6–16 weeks, depending on scope and data availability. Dedicated team engagements are ongoing. We give a realistic timeline after we understand your requirements. We don't pad timelines to look thorough.

Healthcare, finance, retail, logistics, manufacturing, and legal services see the highest ROI from AI consulting mainly because they have large volumes of structured data and high-cost manual processes. That said, virtually every industry has practical AI use cases. We have found meaningful opportunities in EdTech, real estate, HR, and marketing as well.

AI consulting focuses on strategy, planning, and making sure the right problems get solved the right way. AI development is the execution, building, training, and deployment of the actual models and systems. At Nimble AppGenie, we do both, which means your strategy is directly informed by people who will actually build the solution.

Yes. AI isn't just for enterprises. Many SMBs start with a focused one-time strategy engagement to identify their best opportunities, then run a single, well-scoped project. Our advisory engagements start at accessible price points, and we scale the investment based on what your business can realistically act on.

An AI readiness assessment is a structured review of your data quality, infrastructure, team capabilities, and existing processes. It identifies gaps that need to be closed before AI development begins, like incomplete data, legacy systems, or missing infrastructure. It prevents failed AI projects before they start.

AI consulting improves ROI by reducing waste in the AI implementation process, ensuring you build the right things, avoid costly mistakes, and deploy AI that actually gets adopted. Companies that skip consulting often build AI that works technically but doesn't fit real workflows, leading to low usage and poor returns.

At Nimble AppGenie, we sign NDAs and data processing agreements before any work begins. We don't use client data for training other models. We follow GDPR, HIPAA, and relevant regional data laws. Data access is role-based, logged, and revoked after project completion.

Book a free 30-minute discovery call. We will ask about your business, your data, and your goals. No commitment, no pitch - just an honest conversation about where AI can help and what it would take to get there.

When hiring an AI consulting firm, look for three things: proven delivery experience, not just strategy decks; a vendor-agnostic approach so recommendations aren't platform-driven; and clear ownership from strategy through deployment. Check case studies, ask for references, and make sure they define success metrics before the project starts.

Success stories Client Testimonials

Nimble AppGenie is committed to delivering results that satisfy our client’s needs and their business objectives. Here are testimonials from our clients about their experiences of working with us.

BLOGS
Our Latest Blogs

Read the latest blogs for the top industrial insights of development processes, tech guides, and the latest trends to stay updated & learn more.

Our Presence

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Houston, USA

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10685-B Hazelhurst Dr. #24641 Houston, TX 77043, USA

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London, UK headquarters

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27 Old Gloucester Street, London, WC1N 3AX, United Kingdom

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Toronto, Canada

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401 Bay Street, Toronto, ON M5H 2Y4, Canada

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Dubai, UAE

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Central One District C1 Building, Level 1, DWTC District, Dubai, UAE

Accreditations & Technology Partners

  • ios
  • aws partner
  • ios certified
  • google cloud partner
  • forbes
  • stripe
  • adobe
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Niketan Sharma

Project Manager

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