AI & ML DEVELOPMENT SERVICES

AI & ML Solutions Built for Real Business Outcomes

From intelligent automation and predictive analytics to custom LLMs and computer vision Squillion Tech engineers AI solutions that integrate seamlessly into your product and scale with your business.

CrewAI
LangChain
PyTorch
GPT-4o
TensorFlow
Hugging Face
MLflow
Vertex AI
WHAT WE BUILD

Comprehensive AI Services

From strategy to deployment, we deliver complete AI solutions tailored to your business needs

Generative AI Solutions

Content generation, document summarization, knowledge assistants, and code copilots using cutting-edge LLMs.

Key Deliverables:

  • LLM-based applications
  • Content automation systems
  • AI-powered knowledge bases

Data, Analytics & ML

End-to-end data pipelines, feature engineering, predictive models, and stunning data visualizations.

Key Deliverables:

  • Predictive modeling
  • Power BI dashboards
  • Real-time analytics platforms

Agentic AI & Automation

Autonomous agents that plan, execute tasks, use tools, and complete workflows without human intervention.

Key Deliverables:

  • Autonomous AI agent builds
  • Multi-agent task orchestration
  • Human-in-the-loop workflows

AI Strategy & Consulting

Comprehensive AI roadmaps, feasibility studies, and use-case discovery to identify where AI drives maximum ROI.

Key Deliverables:

  • Strategic AI roadmap development
  • Technical feasibility assessments
  • ROI-focused use case workshops

Custom AI Applications

AI-powered SaaS platforms, dashboards, and internal tools with intelligent automation and personalization.

Key Deliverables:

  • Web and mobile AI applications
  • Recommendation engines
  • Intelligent workflow automation

AI Chatbots & Virtual Assistants

Domain-specific chatbots for support, sales, HR, and onboarding integrated across multiple channels.

Key Deliverables:

  • Multi-channel chatbot deployment
  • WhatsApp & web integration
  • Custom conversation flows

Generative AI Solutions

Content generation, document summarization, knowledge assistants, and code copilots using cutting-edge LLMs.

Key Deliverables:

  • LLM-based applications
  • Content automation systems
  • AI-powered knowledge bases

Data, Analytics & ML

End-to-end data pipelines, feature engineering, predictive models, and stunning data visualizations.

Key Deliverables:

  • Predictive modeling
  • Power BI dashboards
  • Real-time analytics platforms

Agentic AI & Automation

Autonomous agents that plan, execute tasks, use tools, and complete workflows without human intervention.

Key Deliverables:

  • Autonomous AI agent builds
  • Multi-agent task orchestration
  • Human-in-the-loop workflows
🇬🇧 UK Headquartered
OUR TRACK REDORD

Industry-Proven, Globally Trusted

Businesses across the UK, USA and UAE trust Squillion to build AI that ships on time, scales under pressure, and keeps getting smarter.

Global Clients
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Industry
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Global Recognitions
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WHY CHOOSE US

Why Businesses Choose Squillion for AI

End-to-End Ownership

From discovery and data strategy through to deployment and monitoring we own every stage. No hand-offs, no gaps, no finger-pointing between vendors.

Industry-Specific Expertise

We've built AI into logistics platforms, EV charging networks, shared mobility apps, and healthcare systems. We understand your industry before writing a single line of code.

Transparent, Agile Process

Fortnightly demos, clear sprint plans, and a dedicated project lead. You always know what's being built and why no surprises, no confusion.

Scalable Architecture from Day One

Our AI systems are built on production-grade infrastructure containerised, cloud-native, and designed to scale from MVP to millions of users without a rebuild.

OUR METHODOLOGY

How We Build Your AI Solution

A structured, transparent 6-step process from understanding your data to continuously improving your model in production.

01

Discovery & Data Audit

We assess your business goals, existing data pipelines, and identify the highest-value AI use case to pursue first no wasted effort.

02

Solution Design

Architecture planning, model selection, tech stack decisions, and a project roadmap with clearly defined milestones and deliverables.

03

Data Engineering

Cleaning, labelling, and structuring your data. Building reliable pipelines that feed consistent, high-quality inputs into your models.

04

Model Training & Validation

Iterative training, A/B testing, and performance benchmarking against accuracy, precision, and recall targets specific to your use case.

05

Integration & Deployment

Embedding the AI into your existing product or platform with cloud deployment on AWS, Azure, or GCP and CI/CD pipelines for smooth releases.

06

Monitoring & Improvement

Drift detection, scheduled retraining, and performance dashboards ensure your model improves over time not degrades like most post-launch AI.

TECHNOLOGY

The AI & ML Technology Stack We Build With

We select every tool with purpose. Our stack spans 8 functional layers from raw data infrastructure to live model monitoring so your AI solution is production-ready from day one.

L1 Programming & Core Languages The foundation everything is built on +

Primary languages our data scientists, ML engineers, and backend teams work in daily.

Python
R
SQL
Scala (Apache Spark)
Julia (numerical computing)
Bash / Shell scripting
L2 ML Frameworks & Deep Learning Where models are designed, trained, and validated +

Industry-standard and research-grade frameworks for building neural networks, classical ML models, and domain-specific architectures.

TensorFlow
PyTorch
Scikit-learn
Keras
Hugging Face Transformers
JAX
XGBoost / LightGBM
ONNX (model portability)
L3 LLMs & Generative AI Models The intelligence layer — we are model-agnostic +

We work across all major foundation models and select the right one based on your use case, data sensitivity requirements, and budget — no vendor lock-in.

GPT-4o (OpenAI)
Claude 3.5 Sonnet (Anthropic)
Gemini 1.5 Pro (Google)
LLaMA 3 (Meta, Open Source)
Mistral AI
Falcon (TII, Open Source)
Stable Diffusion (image gen)
Whisper (speech-to-text)
L4 AI Application & Agent Frameworks How AI agents, RAG pipelines & workflows are built +

Orchestration tools that connect LLMs to tools, memory, data sources, and each other — enabling agentic workflows and retrieval-augmented generation (RAG).

LangChain
LlamaIndex
CrewAI
AutoGen (Microsoft)
LangGraph
Semantic Kernel
Haystack
DSPy
L5 Data Engineering & Processing Where raw data becomes model-ready +

Tools for ingesting, transforming, validating, and orchestrating the data pipelines that feed your AI systems — at any scale.

Apache Spark
Apache Airflow
Pandas / NumPy
Databricks
dbt
Polars
Kafka (streaming data)
Great Expectations (data quality)
L6 Vector Databases & Knowledge Stores Essential for RAG, semantic search & AI memory +

Modern AI applications require semantic search and long-term memory. These databases store and retrieve vector embeddings at production scale.

Pinecone
Weaviate
ChromaDB
Qdrant
pgvector (PostgreSQL)
Milvus
Redis (vector mode)
L7 MLOps & Model Lifecycle Management How models are versioned, monitored & kept accurate +

AI models degrade without proper monitoring. These tools track experiments, manage deployments, and detect when a model needs retraining.

MLflow
Kubeflow
Weights & Biases
DVC (data version control)
Arize AI (drift detection)
BentoML
Seldon Core
L8 Cloud, Infrastructure & Deployment Where models go live — scalable, secure, observable +

Production AI runs on robust cloud infrastructure. We deploy on all three major clouds and use modern DevOps practices to ensure resilience and performance at scale.

AWS SageMaker
Azure Machine Learning
GCP Vertex AI
Docker
Kubernetes
FastAPI (model serving)
Terraform (IaC)
GitHub Actions / CI/CD
Not sure which stack fits your project? We assess your data, team capabilities, and scalability needs — then recommend the right combination. No vendor lock-in, no one-size-fits-all.

Real-World AI Use Cases

See how AI transforms business across industries with measurable results

Logistics & Fleet

Intelligent Operations

Route optimization, demand forecasting, predictive maintenance, and intelligent dispatching.

Reduce operational costs by 30% with AI-driven fleet management.

Automotive & Mobility

Smart Mobility Solutions

Smart charging recommendations, fleet analytics, real-time monitoring, IoT vehicle data AI.

Increase fleet utilization with predictive analytics.

E-commerce & Retail

Personalized Shopping

Product recommendations, dynamic pricing, AI-driven search, customer support chatbots.

Boost conversion rates by 40% with intelligent recommendations.

Healthcare

Patient Care Enhancement

Appointment bots, triage assistants, clinical data dashboards, and workflow automation.

Improve patient satisfaction with 24/7 AI assistance.

SaaS & Digital Products

AI-Powered Features

Smart suggestions, intelligent search, anomaly detection, personalization engines.

Increase user engagement with AI-driven experiences.

Enterprise & Automation

Process Intelligence

Document processing, workflow automation, intelligent agents, data extraction.

Reduce manual work by 60% with AI automation.

Logistics & Fleet

Intelligent Operations

Route optimization, demand forecasting, predictive maintenance, and intelligent dispatching.

Reduce operational costs by 30% with AI-driven fleet management.

Automotive & Mobility

Smart Mobility Solutions

Smart charging recommendations, fleet analytics, real-time monitoring, IoT vehicle data AI.

Increase fleet utilization with predictive analytics.

E-commerce & Retail

Personalized Shopping

Product recommendations, dynamic pricing, AI-driven search, customer support chatbots.

Boost conversion rates by 40% with intelligent recommendations.

Healthcare

Patient Care Enhancement

Appointment bots, triage assistants, clinical data dashboards, and workflow automation.

Improve patient satisfaction with 24/7 AI assistance.

SaaS & Digital Products

AI-Powered Features

Smart suggestions, intelligent search, anomaly detection, personalization engines.

Increase user engagement with AI-driven experiences.

Enterprise & Automation

Process Intelligence

Document processing, workflow automation, intelligent agents, data extraction.

Reduce manual work by 60% with AI automation.

CLIENT STORIES

What our clients
says About us

Gordon Pullen

Gordon Pullen

MD, EGSS Technologies

London, UK

Working with the team at Squillion has been an absolute pleasure. They are always willing to go above and beyond to make the project successful. So if you are looking for a reliable team, Squillion is your company.

Juan Luis Hernandez

Juan Luis Hernandez

Executive, More4Motion Private Fleet

McLean VA, USA

They exhibit an exceptional dedication towards constant improvement and innovation, which is a testament to their commitment to excellence.

Wonhwi Jeong

Wonhwi Jeong

CEO of Pickboard

Seoul, South Korea

“There is no reason not to choose Squillion”

We have done lots of projects with Squillion. And they never disappoint us.
They fully understand what their customer want. They have all the qualities that make great software.
They showed us their great development skills (backend, frontend, IoT communication) as well as great communication skills, high enthusiasm and integrity.

Amit

Amit

Softcare Solutions

India

We were impressed with their commitment to completing the work.

Pratik

Pratik

CEO, Hanny Logistics

India

After Launching our Website, We saw a significantly increased number of Bookings and also helped in creating a smoother user Experience.
They delivered more than their commitment and our expectations

FAQs

AI & ML Development Frequently Asked Questions

What kind of AI projects can you handle?

We handle the full spectrum of AI projects from chatbots and virtual assistants to complex machine learning systems, generative AI applications, predictive analytics, and custom AI-powered SaaS platforms. Whether you need a simple automation or a sophisticated multi-model AI system, we have the expertise.

Do you help with both strategy and implementation?

Absolutely. We offer end-to-end services including AI strategy consulting, feasibility studies, proof of concepts, full development, deployment, and ongoing optimization. We can engage at any stage whether you’re just exploring AI or ready to scale an existing solution.

How do you ensure data security and privacy?

Security is paramount. We sign NDAs from day one, implement enterprise-grade security practices, ensure data encryption in transit and at rest, comply with relevant regulations (GDPR, HIPAA when applicable), and follow secure coding standards. Your data and IP are protected throughout the entire engagement.

What if we don’t have clean data yet?

That’s common. We help you audit your data landscape, build data pipelines, clean and prepare datasets, and establish proper data governance. We can work with messy, incomplete, or scattered data turning it into a valuable asset for AI applications.

Can you integrate AI into our existing app or ERP/CRM?

Yes. We specialize in seamless integrations with existing systems. Whether it’s adding AI features to your current web/mobile app, connecting to your ERP, CRM, or proprietary systems via APIs, we ensure AI enhancement without disrupting your existing workflows.

How long does it typically take to build an AI MVP?

It varies based on complexity, but most AI MVPs take 8–16 weeks from kick-off to deployment. This includes discovery, design, development, testing, and initial deployment. We can provide a detailed timeline after understanding your specific requirements.

Do you offer ongoing support and maintenance?

Yes. AI systems require continuous monitoring and improvement. We offer comprehensive post-launch support including model retraining, performance optimization, bug fixes, feature enhancements, and scaling infrastructure as your usage grows.

Can you work with our in-house tech team?

Definitely. We offer flexible engagement models including team augmentation where our AI experts work alongside your team, bringing specialized skills while knowledge transfer happens naturally. We adapt to your workflows and tools.