Real systems. Real outcomes.
A selection of recent engagements across Agentic AI, cloud, and platform engineering — each one a production system delivering measurable outcomes. Click any study to read the full architecture and results.
Turning 490K+ transactions of dark data into real-time intelligence for a Singapore QSR chain
From manual labour reports to AI-powered conversational analytics — designed, built, and deployed in four weeks.
490K+
Transactions processed across 13 months of data
46%
Hidden productivity gap uncovered between time periods
Eliminating scheduling chaos for a school — replacing manual coordination with intelligent automation
From error-prone manual timetables to an AI-powered scheduling platform delivering complete operational visibility and instant decision-making.
Engineering a production-ready CI/CD pipeline that ships secure, high-quality software automatically
From manual deployments to a fully automated, security-first delivery pipeline — built on GitHub Actions, Kubernetes, and AWS.
0
Manual steps from commit to production
4
Automated stages — build, scan, deploy, release
Building an enterprise knowledge mining assistant that answers questions — not just returns files
A permissions-aware, retrieval-augmented AI assistant on Amazon S3 Vectors and Amazon Nova — giving employees instant, cited answers from thousands of documents.
<1 wk
From architecture to first working demo
An AI-native finance document platform that takes invoices to ERP in minutes
A fully automated, compliance-ready finance automation platform built on AWS Bedrock and Claude — designed specifically for Singapore SMBs.
Hours→min
Invoice-to-ERP processing time
100%
ACRA UEN & GST validation on every document
From Manual Paperwork to AI-Powered Precision: How Syslatech Automated Document Processing with AWS
Algorims built a generative AI document-processing pipeline on Amazon Bedrock that cuts manual review to a fraction of Syslatech's finance workload — with a human always in the loop for anything the AI isn't confident about.
~77%
Documents processed straight through, no human touch
99.6%
Modelled reduction in monthly processing cost
Built the AI-Powered Support Platform Running SMAC Tech Labs' Own Customer Service
Algorims designed and built SMAC Support — a Bedrock Claude-powered AI support platform that answers customer questions from SMAC Tech Labs' own knowledge base, with a seamless handoff to a human agent when it can't help.
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