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Case studies

Work we’re proud of. Built for real clients.

AI platforms on Amazon Bedrock, migrations to AWS and Azure, lower bills, safer backups and engineers who join your team. What we built, how, and what changed.

  • 15client stories
  • 8AI solutions on Amazon Bedrock
  • Up to 36%lower monthly cloud bill
  • US$90–130a month to run an AI platform
Gamerji36% lower monthly billEasyGift854 products embeddedSMB on AWS25–35% lower AWS costDevine Globe30-day database backupsThe One TechnologiesMinutes from request to quoteSpotemSeconds to visual matchesHK InfosoftSeconds to relevant productsChatwitAI & GenAITNBT TechAI & GenAIDexlynAI & GenAITrueestateAI & GenAIDynawiildAutomatic off-site syncHealthcare technology company+3 engineersManufacturing enterprise+2 engineersSaaS company+4 engineers

15 stories

−36%monthly cloud billMigrationAWS → AzureGamerjiGaming

From AWS to Azure in 3 weeks, with a 36% lower cloud bill

AWS plus a separate MongoDB bill moved to Azure and Azure DocumentDB.

  • 36%lower monthly bill
  • US$4,374saved a month
Client storyRead the story →AI & GenAIAWSEasyGiftCorporate gifting

An AI gifting platform that turns a request into an on-budget quote in minutes

Search by words or by photo across 854 products, build budget-true hampers and export branded PDF quotes.

  • 854products embedded
  • 12vendors
Client storyRead the story →Cost & securityAWSSMB on AWSSMB production workload

AWS infrastructure, security and cost optimisation for an SMB workload

Better security, monitoring and backups, and an AWS bill about 25–35% lower.

  • 25–35%lower AWS cost
  • Well-Architectedaligned
Client storyRead the story →MigrationAWSDevine GlobeWeb application

From managed hosting to a secure, production-ready AWS environment

A dedicated AWS production environment with backups, audit logs, monitoring and GitLab CI/CD.

  • 30-daydatabase backups
  • 1-yearaudit log retention
Client storyRead the story →AI & GenAIAWSThe One TechnologiesCorporate gifting

AI quote and proposal automation for corporate gifting

Customer requirements become budget-compliant recommendations and branded quotations within minutes.

  • Minutesfrom request to quote
  • Serverlessno AI servers to run
Client storyRead the story →AI & GenAIAWSSpotemCorporate gifting

Visual product search: upload a photo, get similar products in seconds

Customers send photos instead of product names; the platform finds visually similar products.

  • Secondsto visual matches
  • Photosearch by image
Client storyRead the story →AI & GenAIAWSHK InfosoftCorporate gifting

Semantic product discovery: search the catalogue the way customers talk

Natural-language search that understands intent, with budget-aware recommendations.

  • Secondsto relevant products
  • Plain languagesearch by intent
Client storyRead the story →AI & GenAIAWSQueryDashChatwitSales analytics

Conversational AI agent that investigates sales performance

Ask why sales changed; the agent plans, queries and explains, with follow-up questions.

Client storyRead the story →AI & GenAIAWSQueryDashTNBT TechOperations

AI agent that finds unusual operational changes and their likely causes

Operational questions in plain language; data-backed answers without writing SQL.

Client storyRead the story →AI & GenAIAWSQueryDashDexlynBusiness intelligence

Autonomous BI agent that explains what drives revenue

Business questions answered through multi-step, evidence-based analysis.

Client storyRead the story →AI & GenAIAWSQueryDashTrueestateReal estate

AI agent that investigates property and booking performance

Why did bookings drop? The agent explores the data and shows its evidence.

Client storyRead the story →S3automatic off-site copiesBackup & DRAWSDynawiild EngineeringManufacturing

Business data copied to Amazon S3 automatically, for disaster recovery

Automatic, encrypted off-site copies with versions and a Glacier archive.

  • Automaticoff-site sync
  • Versionedearlier copies kept
Client storyRead the story →+3engineers · 12 monthsResource augmentationAWSHealthcare technology companyHealthcare

Cloud infrastructure and DevOps engineers for a healthcare technology company

Three AWS, DevOps and cloud support engineers joined a healthcare platform team for 12 months, without a long hiring process.

  • 3engineers
  • 12 monthsengagement
Client storyRead the story →+2engineers · 9 monthsResource augmentationAzureManufacturing enterpriseManufacturing

Cloud and infrastructure engineering support for a manufacturing enterprise

An Azure cloud engineer and a DevOps engineer joined a manufacturer’s IT team for a 9-month cloud modernisation project.

  • 2engineers
  • 9 monthsengagement
Client storyRead the story →+4engineers · 12 monthsResource augmentationAWS + AzureSaaS companySoftware & SaaS

An on-demand cloud engineering team for a growing SaaS company

Four AWS, Azure, DevOps and cloud support engineers worked as an extension of a fast-growing SaaS team for 12 months, used as the workload needed.

  • 4engineers
  • 12 monthsengagement
Client storyRead the story →

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