AI Agent Architecture
A 5-agent AI system we built and run in production ourselves — integrating our support tracker, documentation wiki, and team messaging into a single operational assistant, with per-user credential scoping, full audit trail, and automatic context window management.
5
Specialised AI agents
Software Development
AI Products & Development
DevOps & AWS
HR Technology / Enterprise SaaS
How we designed and built thin SFTP and FTPS adapter applications for a leading HR technology platform — letting clients with no API capability integrate over familiar file transfer protocols — then migrated the infrastructure to ECS Fargate and handed deployment control back to the client's team via GitHub Actions.
2
Protocol adapters — SFTP and FTPS
Software Development
DevOps & AWS
Infrastructure & Security
Talent Acquisition / HR Technology
How we designed and built Jobvious — a multi-tenant SaaS platform that powers fully branded career portals for enterprise clients across talent acquisition, biopharmaceuticals, and financial services, with modular connections to 5 applicant tracking systems.
18+
Enterprise career portals
Software Development
DevOps & AWS
Infrastructure & Security
Financial Services / Mortgage Lending
How we replaced an underperforming outsourced DevOps provider for a UK financial services company — simplifying their AWS infrastructure, migrating to ECS Fargate for 100% Uptime deployments and out-of-hours scaling, introducing GitHub-driven deployments, and adding multi-region disaster recovery with annual DR testing.
100%
Uptime on production deployments
DevOps & AWS
Infrastructure & Security
Talent Acquisition / Enterprise HR Technology
How we designed and built an enterprise AI recruiting suite — a family of Ruby on Rails applications, a Chrome and Edge browser extension, and an API-driven email platform, unified around a central API layer and deployed on enterprise-grade AWS infrastructure.
3
Integrated product applications
Software Development
AI Products & Development
DevOps & AWS
Infrastructure & Security
Healthcare / Clinical Research
How we built and host a highly configurable, modular task workflow system used across Phase 1–4 clinical trials globally — running on a high-availability AWS infrastructure with zero service outages in over 8 years.
Phase 1–4
Clinical trial coverage
Software Development
DevOps & AWS
Infrastructure & Security