AI-Enabled Business
Transformation

Scalable • Secure • Future-Ready AI Architecture

Open Source Centre of Excellence

Cannyfore provides technology leadership and implementation services to augment and fast-track the use of open source and mobile technologies to provide solutions for complex technical problems.​

Why Cannyfore Open Source AI?

We help organizations industrialize AI with advanced frameworks, optimized pipelines, and enterprise-grade platforms that scale globally.

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End-to-End Open Source Stack Mastery

Deep engineering expertise across AI & ML Frameworks → enabling rapid prototyping, scalable production models, and continuous innovation.

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Data Infrastructure Excellence

Advanced implementation of Data & Infrastructure → powering high-throughput pipelines, real-time inferencing, and vector search at enterprise scale.

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Production-Grade MLOps
Engineering

Proven delivery with MLOps & Lifecycle → ensuring reproducibility, automated CI/CD, and resilient multi-cloud deployments.

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Enterprise AI Governance & Security

Robust frameworks with Enterprise Governance → guaranteeing model explainability, compliance readiness, and secure AI operations.

AI Cornerstones

Strategic AI Partnership

  • Co-create enterprise AI roadmaps aligned with business goals and compliance needs.
  • Integrate governance, ethics, and responsible AI frameworks from the start.
  • Establish data, risk, and operational models that make AI adoption scalable and sustainable.

Bespoke AI Development

  • Design tailored AI solutions using PyTorch, TensorFlow, Hugging Face, LangChain, and RAG.
  • Build domain-specific models for NLP, computer vision, and predictive analytics.
  • Accelerating innovation with reusable components, rapid prototyping, and model tuning.

MLOps & Edge Deployment

  • Standardize the AI lifecycle with Kubernetes, Docker, MLflow, and CI/CD automation.
  • Enable seamless deployment across cloud, hybrid, and edge environments.
  • Ensure model reproducibility, scalability, and continuous performance optimization.

Next-Gen Model Integration

  • Integrate LLMs, multimodal AI, and computer vision into enterprise workflows.
  • Power automation, digital assistants, and intelligent decision systems.
  • Bridge research-grade innovation with production-ready implementation for measurable impact.

AI Success Stories – Quick Glance

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  • Intelligent Document Classification: Automated extraction and categorization of complex insurance documents for faster claims and underwriting processes.
  • Generative AI Enrichment: Leveraged GenAI models to auto-summarize, enrich, and cross-reference policy data for improved accuracy and compliance.
  • Search-Driven Insights: Built AI-powered semantic search to help analysts retrieve insights instantly across large unstructured data sets.
  • AI-Powered Contract Summarization: Transformed lengthy, complex legal and operational agreements into concise, actionable summaries—accelerating review cycles and reducing manual effort.
  • Risk & Obligation Detection: Embedded NLP models to identify key clauses, risks, and obligations for compliance and operational oversight.
  • AP Automation: Streamlined Accounts Payable by automating invoice and Purchase Order data extraction using advanced OCR and NLP models—improving accuracy and reducing processing time.
  • Billing Insights: Implemented AI-driven analytics to extract and interpret billing data (e.g., Azure cost reports), enabling finance teams to monitor spend, detect anomalies, and optimize budgets in real time.
  • Personalized Recommendations: Delivered product recommendations using hybrid recommender systems combining behavioral and contextual data for higher conversion and customer retention.
  • Demand Forecasting: Designed AI models to predict sales trends and optimize inventory, enhancing operational efficiency and customer satisfaction.
  • AI Helpdesk Automation: Built conversational AI assistants that provide instant responses to SOPs, IT policies, and troubleshooting workflows—reducing ticket volumes and improving employee experience.
  • HR Automation: Implemented intelligent resume parsing and candidate scoring models to streamline recruitment, ensuring faster and more data-driven hiring decisions.

AI-Powered Core Competencies We use

Helps Cannyfore deliver innovative, AI-based, standards-driven, and interoperable solutions for clients seeking quality-focused and complex business solutions.

Our Expertise

Cannyfore provides deep technology expertise and services to optimize and accelerate the use of AI-based and open-source solutions across a wide range of businesses.

AI & ML Frameworks
MLOps & Lifecycle
Data & Infrastructure
Enterprise Governance
pytorch

pytorch

TensorFlow

TensorFlow

JAX

JAX

Huggingface

Huggingface

Langchain

Langchain

RAG

RAG

opencv

opencv

YOLO

YOLO

whisper

whisper

multimodel

multimodel

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kubeflow

kubeflow

mlflow

mlflow

metaflow

metaflow

AIrFlow

AIrFlow

kubernetes
docker
rayserve

rayserve

seldon

seldon

Bentoml

Bentoml

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ApacheSpark

ApacheSpark

kafka

kafka

Delta lake

Delta lake

snowflake

snowflake

databricks

databricks

googlebigquery

googlebigquery

pinecone

pinecone

weaviate

weaviate

milvus

milvus

faiss

faiss

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shap

shap

Lime

Lime

captum

captum

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biasfairness testing(1)

secure endpoints

secure endpoints

encryption

encryption

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Open Source
Increased Productivity & Efficiency

Open source software (OSS) increases productivity and efficiency by providing free, customisable tools that can be easily integrated, allowing organisations to streamline workflows and reduce IT costs.

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AI-Powered Center of Excellence Offerings

ChatGPT said:

Empowering enterprises through AI-driven CoE built on Microsoft, IBM, and open-source ecosystems. Driving digital transformation with secure, scalable, and intelligent automation for measurable business growth.

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    AI Open Source Centre of Excellence