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

We advise on right-sizing, scalability, pricing models and cost-saving programmes. Proven track record of delivering over $1M in cloud savings.

AWS Solutions Architecture

We design secure, multi-region ecosystems. Expertise in serverless, containerisation, devops, migration and cloud security.

Generative AI & Data Infrastructure

We unlock the power of data. Experienced in enterprise generative AI platforms 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

Are You Really Supporting Your SPROCS? A Holistic Look at AWS Architecture

Stop checking off the AWS Well-Architected Framework pillars and start mastering the trade-offs: this article discusses the minimum actions required to support your architecture's "SPROCS."

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Navigating the AWS Security Maze: From Essential Guardrails to Advanced Tactics

A comprehensive guide to locking down your AWS environment, covering foundational security services and advanced strategies like IAM Access Analyzer and GuardDuty.

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From Manual to Magical: How AI Transformed Data Processing

Exploring the shift from tedious manual data processes to automated, AI-driven solutions, and the benefits for modern enterprise architecture.

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Cloud Cost Optimisation: The Hidden Strategy That Saves Millions

A deep dive into architectural reviews, vendor negotiations, and advanced strategies that deliver significant, sustainable AWS cost savings.

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About Renniksoft


Renniksoft is led by a Chartered Engineer and AWS-certified Technical Architect with over 33 years of hands-on development experience, including more than 13 years of AWS cloud architecture. 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

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