Innovation & Research

The Technology Behind Our Solutions

We combine the most powerful AI frameworks, cloud platforms and engineering tools to build production-grade intelligent systems that scale.

50+
Technologies mastered
12+
LLM models deployed
3
Major cloud platforms
99.9%
Uptime SLA
Large Language Models

LLM Expertise Across Every Major Provider

We are model-agnostic — selecting the right LLM for each use case based on performance, cost, latency and compliance requirements.

GPT-4o / GPT-4 Turbo

OpenAI

Frontier

Reasoning, document analysis, code generation

Claude 3.5 Sonnet

Anthropic

Frontier

Long-context analysis, safety-critical applications

Gemini 1.5 Pro

Google DeepMind

Frontier

Multimodal tasks, enterprise integrations

Llama 3.1 / 3.2

Meta (Open Source)

Open Source

On-premise deployments, regulated industries

Mistral Large

Mistral AI

Open Source

European data residency, multilingual tasks

Falcon 180B

TII

Open Source

Custom fine-tuning, sovereign AI deployments

AI & ML Frameworks

End-to-End ML Engineering Stack

Model Development

PyTorch
TensorFlow
JAX
Hugging Face Transformers
scikit-learn
XGBoost

LLM Orchestration

LangChain
LlamaIndex
Semantic Kernel
AutoGen
CrewAI
Haystack

MLOps & Deployment

MLflow
Weights & Biases
Kubeflow
BentoML
Triton Inference Server
ONNX Runtime

Data & Vector Stores

Pinecone
Weaviate
Chroma
pgvector
Apache Spark
dbt
Cloud Platforms

Multi-Cloud Architecture Expertise

We design cloud-native and hybrid architectures across all major providers, with deep expertise in managed AI services.

Microsoft Azure

Primary Partner
Azure OpenAI Service
Azure ML
Azure Cognitive Services
AKS
Azure Data Factory

Amazon Web Services

Advanced Tier
Amazon SageMaker
Amazon Bedrock
AWS Lambda
Amazon EKS
Amazon Redshift

Google Cloud Platform

Partner
Vertex AI
BigQuery ML
Cloud Run
GKE
Looker
Engineering Stack

Modern Software Engineering Practices

Backend

Python
Node.js
Go
FastAPI
Django
gRPC

Frontend

React
TypeScript
Next.js
Vue.js
Tailwind CSS
GraphQL

Infrastructure

Kubernetes
Docker
Terraform
Helm
ArgoCD
Prometheus

Data Engineering

Apache Kafka
Airflow
Snowflake
PostgreSQL
Redis
Elasticsearch
R&D Focus Areas

Where We Are Pushing the Frontier

Agentic AI Systems

Active

Building autonomous multi-agent pipelines that plan, reason and execute complex multi-step tasks with minimal human oversight.

Retrieval-Augmented Generation

Active

Advanced RAG architectures combining dense retrieval, re-ranking and hybrid search for enterprise knowledge systems.

Fine-Tuning & RLHF

Active

Domain-specific model fine-tuning using RLHF and DPO techniques to align LLMs with sector-specific requirements.

Multimodal AI

Active

Vision-language models for document understanding, medical imaging analysis and industrial quality inspection.

AI Safety & Alignment

Active

Red-teaming, adversarial testing and guardrail frameworks to ensure responsible AI deployment in regulated environments.

Edge AI Inference

Research

Model quantisation and distillation techniques enabling AI inference on edge devices and air-gapped environments.

Ready to Build with Cutting-Edge AI?

Our engineers stay at the frontier so your solutions are always built on the best available technology.