What AI development services does WDI offer?

WDI provides end-to-end AI development services, helping businesses identify AI opportunities, build intelligent products and integrate AI into existing systems. Our capabilities include AI strategy and consulting, custom AI and Machine Learning development, Generative AI, conversational AI, intelligent automation, computer vision, Natural Language Processing (NLP), predictive analytics and AI integration services.

How can AI benefit my business?

Artificial Intelligence can help businesses automate repetitive tasks, improve operational efficiency, enhance customer experiences, generate valuable insights from data and support faster, more informed decision-making. The right AI solution depends on your business goals, existing systems and the challenges you're looking to solve.

Can you integrate AI into our existing software or business systems?

Yes. We specialise in integrating AI capabilities into existing web applications, mobile apps, SaaS platforms and enterprise systems. Whether you want to enhance an existing product with AI features or automate business workflows, we ensure seamless integration with your current technology ecosystem.

What industries do you develop AI solutions for?

We build AI solutions across a wide range of industries, including healthcare, finance, retail, manufacturing, logistics, education, enterprise software and SaaS. Every solution is tailored to the specific workflows, compliance requirements and business objectives of the industry it serves.

Do I need large amounts of data to build an AI solution?

Not always. While some Machine Learning applications benefit from larger datasets, many modern AI solutions can be developed using existing business data, publicly available models or a phased approach that evolves as more data becomes available. We assess your data readiness during the discovery phase and recommend the most appropriate approach.

How do you choose the right AI technologies for a project?

We take a technology-agnostic approach, selecting AI models, frameworks and platforms based on your business goals, technical requirements, data availability and long-term scalability. Rather than recommending a single technology stack, we focus on finding the best combination of tools for your specific use case.

How does WDI ensure AI solutions are reliable and responsible?

Our AI development approach combines human expertise with intelligent automation. Every project follows our AI Product Development Lifecycle, incorporating strategy, architecture, testing, validation and ongoing optimisation. We believe AI should support informed decision-making, with people remaining responsible for oversight, quality and business outcomes.

How long does an AI development project take?

Project timelines vary depending on the complexity, scope and maturity of the solution. A proof of concept may take a few weeks, while larger AI-powered products or enterprise implementations typically require several months. During discovery, we define a clear roadmap with realistic timelines, milestones and delivery phases.

Can you help if we're just starting our AI journey?

Absolutely. Many organisations begin with questions rather than a defined solution. We work with founders, product teams and business leaders to identify high-value AI opportunities, validate ideas, assess feasibility and create a practical roadmap before development begins.

Why choose WDI as your AI development partner?

WDI combines AI expertise with a Product Development Lifecycle approach, supporting clients from strategy and validation through design, engineering, deployment and continuous optimisation. We focus on building practical, scalable AI solutions that align with business objectives, while keeping human expertise at the centre of every stage of delivery.

AI/ML Solutions

Build AI Features, Intelligent Products
and Business Workflows That
Deliver Real Value

WDI helps organisations identify practical AI opportunities, design the right solution, integrate AI into products and workflows, and scale it with secure, human-led engineering. From AI-powered features and intelligent automation to chatbots, document processing and predictive analytics, we build AI solutions that fit your business, not the other way around.

✓Human-in-the-loop AI delivery
✓Product strategy before implementation
✓Secure architecture and governance
✓AI integrated into your existing products and systems

Discuss Your AI Opportunity Explore AI Use Cases

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Where can AI create
value for us?

Who we are

We are a technology company helping brands unlock their full potential.

WDI designs, builds, and scales digital products that move businesses forward — pairing product thinking with engineering depth and AI-ready execution across global markets.

Capabilities

AI Development Services & Machine Learning Capabilities

Artificial Intelligence creates value in many different ways—from improving customer experiences and automating business processes to helping teams make faster, more informed decisions. WDI provides end-to-end AI and Machine Learning services that help organisations identify opportunities, build intelligent solutions and integrate AI into products and operations with confidence.

AI Strategy & Consulting

Plan the right AI initiatives before you build.

Every successful AI project starts with understanding the business challenge. We work with your team to identify high-impact opportunities, assess feasibility, define AI roadmaps and establish the data, governance and technical foundations needed for successful implementation.

What we help with:

AI strategy and consulting
AI opportunity discovery
Use case validation
AI readiness assessments
Proof of Concept (PoC) planning
AI implementation roadmaps

WDI team mapping AI opportunities in a strategy workshop

AI roadmapDiscoverValidateImplement

Custom AI & Machine Learning Development

Build intelligent products and applications tailored to your business.

We develop custom AI and Machine Learning solutions that solve real business problems, whether you're creating a new AI-powered product or adding intelligent capabilities to an existing platform. Every solution is designed around your users, workflows and long-term business objectives.

What we build:

Custom AI applications
Machine Learning models
Predictive analytics
Recommendation engines
Intelligent search
AI-powered SaaS products

ModelRecommendation engineLive in production

Generative AI & Conversational AI

Create intelligent experiences powered by modern AI models.

We design and develop Generative AI solutions that help businesses automate content creation, improve knowledge access and deliver more natural customer interactions. From AI assistants to enterprise chatbots, we build secure, scalable conversational experiences with human oversight built in.

Solutions include:

AI chatbots
Virtual assistants
Enterprise knowledge assistants
LLM integrations
Retrieval-Augmented Generation (RAG)
Document intelligence

Abstract visual representing generative AI

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Refunds are available within 30 days of purchase. Sources: Policy v4, Help Centre.

Intelligent Automation & AI Integration

Embed AI into your existing systems and workflows.

AI delivers the greatest value when it's integrated into the tools and processes your teams already use. We help organisations automate repetitive tasks, modernise workflows and connect AI capabilities with existing business applications to improve productivity and operational efficiency.

Capabilities include:

Business process automation
Workflow automation
AI system integration
Legacy application enhancement
Enterprise AI solutions
Intelligent document processing

Human in the loop1 item routed for reviewException handling

Computer Vision & Natural Language Processing

Transform visual and textual data into actionable insights.

Our AI specialists build solutions that understand images, videos, documents and natural language, helping businesses automate inspection, analyse large volumes of information and unlock valuable insights from structured and unstructured data.

Applications include:

Image recognition
Object detection
OCR and document processing
Natural Language Processing (NLP)
Text classification
Sentiment analysis

Street scene analysed by computer vision

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Vision modelDetectClassifyReport

Discuss Your AI Project

Why WDI

AI Success Requires More Than Great Technology

Successful AI initiatives aren't driven by technology alone. They require a clear understanding of business goals, thoughtful product strategy, reliable engineering and continuous optimisation. At WDI, we combine Artificial Intelligence expertise with our Product Development Lifecycle (PDLC) approach to help businesses build AI solutions that are practical, scalable and aligned with real-world outcomes.

Talk to an AI Specialist

Human-Led AI Delivery

We believe AI should empower people—not replace sound judgement. Our specialists work closely with your team throughout the project, using AI to accelerate delivery while ensuring every solution is guided by human expertise, quality assurance and strategic decision-making.

AI-First Product Development Lifecycle

From opportunity discovery and product strategy to UX, engineering, deployment and ongoing optimisation, we support every stage of your AI journey. This end-to-end approach helps reduce risk, improve collaboration and deliver solutions that are ready for real-world use.

Business-Driven AI Solutions

Every AI initiative starts with understanding your business objectives. Rather than applying AI for its own sake, we focus on identifying opportunities where it can improve efficiency, enhance customer experiences or create new value for your organisation.

Secure, Scalable & Future-Ready

We develop AI solutions with performance, security and scalability in mind. Whether integrating AI into an existing platform or building a new intelligent product, we create architectures designed to support future growth and evolving business needs.

Long-Term Partnership

Launching an AI solution is only the beginning. We continue to support clients through optimisation, monitoring, model improvements and product evolution, helping AI systems adapt as business requirements and technologies change.

AI solutions

AI Solutions We Build

Every organisation has unique challenges, goals and opportunities. That's why we don't deliver one-size-fits-all AI solutions. We design and develop AI applications that address specific business needs, integrate with your existing systems and create measurable value across products, operations and customer experiences.

01.

AI-Powered Business Automation

Automate repetitive workflows, streamline operations and improve productivity with intelligent automation that works across your existing business systems.

02.

AI Chatbots & Virtual Assistants

Develop conversational AI that supports customers, employees and internal teams through intelligent, context-aware interactions.

03.

Intelligent Document Processing

Extract, classify, summarise and analyse structured and unstructured documents to reduce manual effort and improve operational efficiency.

04.

Predictive Analytics & Decision Intelligence

Use machine learning to forecast demand, identify trends, assess risk and support data-driven business decisions.

05.

Recommendation & Personalisation Engines

Deliver personalised experiences by recommending products, content or services based on user behaviour and business data.

06.

AI-Powered Digital Products

Embed Artificial Intelligence into web platforms, mobile applications and SaaS products to create smarter, more engaging user experiences.

Explore AI Opportunities

Client outcome

Define the users, mobile journey, business problem and outcome the AI capability should support.

Stage 01

Understand the Product Need

Define the users, mobile journey, business problem and outcome the AI capability should support.

Client outcome

Review available information, privacy considerations, application architecture, APIs, integrations, permissions and operating constraints.

Stage 02

Assess AI Readiness

Review available information, privacy considerations, application architecture, APIs, integrations, permissions and operating constraints.

Client outcome

Confirm whether AI is appropriate and identify assumptions that require focused validation before wider development.

Stage 03

Validate the Approach

Confirm whether AI is appropriate and identify assumptions that require focused validation before wider development.

Client outcome

Define interactions, information flows, human review, exceptions, fallback behaviour and the wider mobile experience.

Stage 04

Design the Experience

Define interactions, information flows, human review, exceptions, fallback behaviour and the wider mobile experience.

Client outcome

Develop the agreed mobile and AI capabilities and connect them with required systems and workflows.

Stage 05

Build & Integrate

Develop the agreed mobile and AI capabilities and connect them with required systems and workflows.

Client outcome

Test agreed functionality and AI behaviour against defined criteria before operational use.

Stage 06

Evaluate & Prepare

Test agreed functionality and AI behaviour against defined criteria before operational use.

Client outcome

Review operational evidence and changing product needs to determine where refinement or expansion is justified.

Stage 07

Monitor & Evolve

Review operational evidence and changing product needs to determine where refinement or expansion is justified.

AI use cases

AI Use Cases That Drive Business Growth

Then group by business function instead of industry:

Customer Experience

AI chatbots · Virtual assistants · Personalisation · Customer support automation

Operations

Workflow automation · Intelligent document processing · Knowledge management

Decision Making

Predictive analytics · Reporting · Business intelligence

Product Innovation

AI-powered SaaS · Recommendation engines · AI features · Intelligent search

Industries

AI Solutions Across Industries

Artificial Intelligence is transforming every industry, but the opportunities and challenges vary from one sector to another. WDI develops AI solutions tailored to industry-specific workflows, customer expectations and operational goals, helping businesses improve efficiency, enhance experiences and unlock new opportunities for growth.

Healthcare & Life SciencesUse AI to improve clinical workflows, support medical imaging and streamline administration, helping organisations use data securely and engage patients better.Typical AI applications

Medical image analysis
Patient support
Clinical documentation
Predictive analytics

Finance & FinTechStrengthen fraud detection, risk analysis and customer service with AI built for regulated environments, accurate decisions and scalable financial platforms.Typical AI applications

Fraud detection
Risk analysis
AI customer support
Financial forecasting

Retail & eCommercePersonalise shopping, forecast demand and guide customers with AI that connects product, inventory and behaviour data to improve conversion and retention.Typical AI applications

Recommendations
Demand forecasting
Shopping assistants
Behaviour analysis

Manufacturing & LogisticsReduce downtime, inspect quality and optimise operations with AI that turns equipment, warehouse and supply chain data into faster, better decisions.Typical AI applications

Predictive maintenance
Vision inspection
Warehouse automation
Supply chain planning

Education & EdTechCreate adaptive learning experiences with AI that personalises content, supports learners and gives educators clearer insight into progress and outcomes.Typical AI applications

Adaptive learning
AI tutors
Automated assessments
Learning analytics

SaaS, Startups & Digital ProductsAdd intelligent features to new or existing products, from assistants to automation, so your platform delivers more value and differentiates in market.Typical AI applications

AI-powered features
Knowledge assistants
Workflow automation
Personalisation

Technology

AI Technologies & Platforms We Work With

The success of an AI solution depends on selecting the right technologies for your business objectives, data and existing systems. Our team works with leading AI models, machine learning frameworks, cloud platforms and development tools to build secure, scalable and future-ready AI solutions.

We take a technology-agnostic approach, recommending the platforms and frameworks that best fit your requirements rather than relying on a single ecosystem.

Foundation Models & Large Language Models (LLMs)

Build intelligent applications using industry-leading foundation models for content generation, reasoning, search and conversational experiences.

Technologies include:

OpenAI (GPT)
Anthropic Claude
Google Gemini
Meta Llama
Mistral AI

AI Frameworks & Machine Learning

Develop and deploy custom AI and Machine Learning solutions using proven frameworks that support model training, deployment and optimisation.

Technologies include:

TensorFlow
PyTorch
Scikit-learn
Hugging Face
LangChain
LlamaIndex

Data Engineering & Vector Databases

Create AI applications that can retrieve, process and understand business knowledge through modern data infrastructure.

Technologies include:

Pinecone
Weaviate
ChromaDB
FAISS
PostgreSQL (pgvector)

Cloud AI Platforms

Build scalable AI solutions with enterprise-grade infrastructure and managed AI services.

Platforms include:

Microsoft Azure AI
AWS AI Services
Google Cloud Vertex AI

AI Integration & APIs

Connect AI capabilities with your existing products, enterprise systems and third-party applications to create seamless digital experiences.

Integration technologies include:

REST APIs
GraphQL
CRM & ERP integrations
Business automation platforms
Custom enterprise integrations

Looking for the right AI technology stack?

We'll help you evaluate the best models, platforms and tools for your AI initiative—balancing performance, scalability, security and long-term business value.

Discuss Your AI Requirements

AI Success Stories

AI & Intelligence-Led Solutions We've Delivered

Artificial Intelligence delivers the greatest value when it's applied to real business challenges. Our portfolio includes AI-enabled products, intelligent automation, computer vision, workflow optimisation and data-driven platforms across healthcare, fintech and enterprise software. Here are a few examples of how we've helped organisations turn complex ideas into scalable digital solutions. This approach aligns with the AI/ML page blueprint, which recommends showcasing AI computer vision, AI-enabled workflows and fintech intelligence as portfolio proof.

01. Bioimaging Research Solutions

AI-Powered Computer Vision for Food Quality Inspection

Developed an AI-enabled inspection platform that uses annotated image datasets and computer vision models to analyse food quality. The solution combined model training, backend APIs, dashboards and inference capabilities to support intelligent inspection workflows and lay the foundation for scalable industrial AI applications.

Highlights

Computer vision
AI image analysis
CNN/YOLO model training
Backend APIs
Analytics dashboards

01 · Bioimaging Research SolutionsComputer VisionWDI^® AI Success Story

02. Tanami Capital

Building the Foundation for an Intelligent WealthTech Platform

WDI partnered with Tanami Capital to define the product strategy, UX, architecture and engineering for a regulated digital investment platform. The AI/ML blueprint positions this engagement as an example of quantitative portfolio optimisation and robo-advisory infrastructure, while the case study confirms WDI's role in product definition and platform delivery. Tanami's later launch of SmartMatch demonstrates the platform's continued AI evolution, although the case study notes that this capability should not be directly attributed to WDI without further confirmation.

Highlights

WealthTech platform
Product strategy
Investment platform architecture
Scalable cloud infrastructure
Multi-phase product development

02 · Tanami CapitalWealthTechWDI^® AI Success Story

03. ZingHR

ZingHRTravelNew request

Pending approvals

Mumbai → LondonRohan M. · 12–16 MarWithin policy

Delhi → SingaporeAnanya S. · 20–23 MarReview fare

Pune → DubaiKaran V. · 2–4 AprWithin policy

Travel spend · Q1

₹48.2L

This month

Approved214

Policy exceptions9

Trip requestStep 2/3

BOMLHR

Dates12–16 Mar

Fare₹62,400

PolicyCompliant

ManagerFinanceTravel desk

Submit for approval

9:41

Intelligent Enterprise Workflow Automation

WDI designed and developed an integrated corporate travel management solution that brought together travel requests, policy validation, approval workflows, vendor integrations and reporting within the ZingHR ecosystem. While not presented as an AI project, it demonstrates the kind of intelligent workflow orchestration and enterprise automation that provides a strong foundation for future AI-powered decision support.

Highlights

Enterprise workflow automation
Process orchestration
API integrations
Role-based workflows
Analytics and reporting

03 · ZingHREnterprise AutomationWDI^® AI Success Story

FAQs

Frequently Asked Questions

Ready to Explore What's Possible with AI?

Whether you're evaluating AI for the first time, modernising an existing product or planning a large-scale AI initiative, our team is here to help. We'll work with you to understand your goals, identify the right opportunities and define a practical path to implementation.

Let's Discuss Your AI Project

Tell us about your business, your goals or the challenge you're looking to solve. Whether you have a clear AI roadmap or are just starting to explore the possibilities, we'll help you identify the right next steps.

Build AI Features, Intelligent Products
and Business Workflows That
Deliver Real Value

✓Human-in-the-loop AI delivery

✓Product strategy before implementation

✓Secure architecture and governance

✓AI integrated into your existing products and systems

AI Development Services & Machine Learning Capabilities

AI Success Requires More Than Great Technology

AI Solutions We Build

Client outcome

Review available information, privacy considerations, application architecture, APIs, integrations, permissions and operating constraints.

AI Solutions Across Industries

AI Technologies & Platforms We Work With

We take a technology-agnostic approach, recommending the platforms and frameworks that best fit your requirements rather than relying on a single ecosystem.

AI & Intelligence-Led Solutions We've Delivered

Ready to Explore What's Possible with AI?

Build AI Features, Intelligent Products and Business Workflows That Deliver Real Value

We are a technology company helping brands unlock their full potential.

AI Development Services & Machine Learning Capabilities

AI Strategy & Consulting

Custom AI & Machine Learning Development

Generative AI & Conversational AI

Intelligent Automation & AI Integration

Computer Vision & Natural Language Processing

AI Success Requires More Than Great Technology

Human-Led AI Delivery

AI-First Product Development Lifecycle

Business-Driven AI Solutions

Secure, Scalable & Future-Ready

Long-Term Partnership

AI Solutions We Build

AI-Powered Business Automation

AI Chatbots & Virtual Assistants

Intelligent Document Processing

Predictive Analytics & Decision Intelligence

Recommendation & Personalisation Engines

AI-Powered Digital Products

Understand the Product Need

Assess AI Readiness

Validate the Approach

Design the Experience

Build & Integrate

Evaluate & Prepare

Monitor & Evolve

AI Use Cases That Drive Business Growth

Customer Experience

Operations

Decision Making

Product Innovation

AI Solutions Across Industries

AI Technologies & Platforms We Work With

Foundation Models & Large Language Models (LLMs)

AI Frameworks & Machine Learning

Data Engineering & Vector Databases

Cloud AI Platforms

AI Integration & APIs

Looking for the right AI technology stack?

AI & Intelligence-Led Solutions We've Delivered

01. Bioimaging Research Solutions

AI-Powered Computer Vision for Food Quality Inspection

Highlights

02. Tanami Capital

Building the Foundation for an Intelligent WealthTech Platform

Highlights

03. ZingHR

Intelligent Enterprise Workflow Automation

Highlights

Frequently Asked Questions

Ready to Explore What's Possible with AI?

Build AI Features, Intelligent Products and Business Workflows That Deliver Real Value

We are a technology company helping brands unlock their full potential.

AI Development Services & Machine Learning Capabilities

AI Strategy & Consulting

Custom AI & Machine Learning Development

Generative AI & Conversational AI

Intelligent Automation & AI Integration

Computer Vision & Natural Language Processing

AI Success Requires More Than Great Technology

Human-Led AI Delivery

AI-First Product Development Lifecycle

Business-Driven AI Solutions

Secure, Scalable & Future-Ready

Long-Term Partnership

AI Solutions We Build

AI-Powered Business Automation

AI Chatbots & Virtual Assistants

Intelligent Document Processing

Predictive Analytics & Decision Intelligence

Recommendation & Personalisation Engines

AI-Powered Digital Products

Understand the Product Need

Assess AI Readiness

Validate the Approach

Design the Experience

Build & Integrate

Evaluate & Prepare

Build AI Features, Intelligent Products
and Business Workflows That
Deliver Real Value

Build AI Features, Intelligent Products
and Business Workflows That
Deliver Real Value