Scalable Cloud Solutions.
Strategic Business Advantage.

Expert AWS Architecture, Cost Optimisation, and Digital Transformation for the Media & Engineering sectors.

Consult with an Expert

Our Core Expertise

Cloud Cost Optimisation

Stop overspending on AWS. We implement strategic vendor negotiations and architectural changes. Proven track record of delivering over $1M in cloud savings.

AWS Solutions Architecture

Design secure, multi-region ecosystems. Expertise in Serverless (Lambda), Containers (ECS/Fargate), and Infrastructure as Code (CDK/Terraform).

Generative AI & Data

Unlock the power of your data. We build enterprise GenAI platforms (LLM, RAG) and scalable data lakes that drive actionable business insights.

Recent Projects & Innovations

AI-Powered Commercial Detection Platform

Designed a multi-stage, serverless pipeline for deep video analysis and commercial detection, enabling efficient media monitoring and intelligence.

  • Core Stack: AWS CDK, Lambda, FFMPEG, Rekognition, Comprehend.
  • Metric/Event Collection: Shot detection, logo detection, audio silence, video freeze, text detection, and speaker/music classification.
  • Pattern Analysis: Fixed rules, LLMs (Bedrock), and ML (Sagemaker).

Generative AI for Survey Automation

Architected a complex RAG-based Generative AI system to automate the creation of market research survey files, minimising manual development time.

  • RAG System: Vector Store (Reference Data from Historic XML/DOCX).
  • LLM Flow: Complex prompt engineering to generate XML from new DOCX.
  • Implementation: Created Assistant/Vector Store with OpenAI API, migrated later to Bedrock Agent and Knowledge Base.
  • Validation: Custom validation tools for schema check and GUID generation.

Strategic Insights

About Renniksoft


Renniksoft is led by a Chartered Engineer and AWS-certified Technical Architect with over 33 years of hands-on experience. We specialise in transforming complex technical challenges into strategic advantages from start-up proof-of-concepts to secure and scalable enterprise solutions.


Whether you need due diligence for M&A activities or a complete cloud transformation, we bring award-winning innovation to your infrastructure.

AWS, Cloud, Architecture, Generative AI, Bedrock, Lambda, CDK, Cost Optimisation, Data Engineering, RAG, Sagemaker, Rekognition, Comprehend, ECS, Fargate, Serverless, Knowledge Base, Agent, Digital Transformation, Terraform, Vector Store

Start Your Transformation

Contact us for a technical audit or architectural consultation.

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