Software · AI Agents · Cloud FinOps
4May Global is a Canadian technology firm. We build production software and AI agents, align operations to the platforms you already own, and bring discipline to cloud spend.
Services
Whether we are writing the code, reshaping a process or reading a cloud bill, the work is scoped, measured and handed over properly.
We design and build production-grade platforms, APIs and internal tools - with the architecture, testing and observability that keep them maintainable long after launch.
Teams often bend new software to fit old habits, then pay for it in workarounds. We map how work actually flows and redesign your processes around the platforms you have already invested in, so you realize the value you paid for.
Advisory and engineering for AI agents that work over chat and over the phone: from use-case selection and conversation design to integration, evaluation and production monitoring.
We go through your cloud bill service by service, rightsize or retire what is over-provisioned, and put tagging, budgets and reporting in place so the savings hold.
Approach
Understand the business goal, the current systems and where the real constraints are.
Agree on a scoped plan with clear success measures before any build begins.
Ship in short, reviewable increments, with your team involved throughout.
Hand over documentation, monitoring and the know-how to run it independently.
Field notes
A few well-documented findings and frameworks that shape how we scope and deliver work.
27%
of cloud spend is wasted
That is what organizations themselves estimate. Idle and over-provisioned resources are usually the first place we look.
~200 ms
typical gap between turns in human conversation
People judge a voice agent against that rhythm, so we design and measure for response latency from day one.
4
key metrics for software delivery
Deployment frequency, lead time for changes, change failure rate and time to restore. Research shows speed and stability improve together.
3
phases of a FinOps practice
Inform, Optimize, Operate. Cost visibility comes first; savings that last depend on ongoing ownership, not a one-off cleanup.
Open source
Libraries and developer tools from our engineering team, published openly for anyone to use.
Python
Zero-config metrics and observability for FastAPI apps. Request latency, business metrics, health checks, LLM cost tracking and an MCP server, with no Prometheus or Grafana required.
Python
A production-ready library for large file uploads to AWS S3 from FastAPI, using multipart uploads with presigned URLs, progress tracking and cleanup of incomplete uploads.
Go
MCP tool connectors that let any AI agent work with services like Gmail and Google Calendar, running entirely on your own hardware with tokens kept local.
Go
A browser-based setup wizard for PicoClaw agents: LLM provider setup, Telegram, personality configuration, boot services and OAuth tool connections in six guided steps.
Contact
Tell us what you are trying to achieve. We will come back with how we would approach it.
info@4mayglobal.com