Cloud Development · DevOps · Operator Interfaces · Observability · Governance
A platform is only as good as its uptime. Operate is how we deploy, run and continuously ship YantrAI in your environment — edge, cloud or HPC — and build the interfaces your operators actually use to review, approve and act. Built to scale with best-in-class observability and governance support.
Deployment, delivery and the interfaces operators depend on — the part of "product-led services" that doesn't stop after go-live.
We build highly available, scalable web applications using state-of-the-art design principles — consulting, design, development and deployment for new or transformed applications, containerized and GPU-ready across multi-cloud environments.
Python or Node.js development with Restify, Django, Django REST framework, Flask, Celery; SQL/NoSQL databases; monitoring via Prometheus/Grafana; messaging via Kafka/RabbitMQ.
Selecting the right cloud partner and packaging/orchestration tool chain — GCP, AWS, Azure, Docker, Docker Swarm, Kubernetes, Helm.
Continuous integration, release management, release automation and continuous deployment, so the platform ships faster and stays observable in production — leveraging best-of-breed tooling across the chain.
Assessing current maturity across culture, process and tools, with tangible plans for adopting agile methodologies across the organization.
Frequent collaboration across business, development, QA, production and operations — Jenkins, Ansible, Docker, Maven, Octopus, Sonar, Puppet.
The dashboards and review consoles operators use every day — where they see recommended actions, approve or reject a Tier 2+ plan, and watch autonomous actions unfold. Design and front-end engineering focused on clarity under alert pressure, not just aesthetics.
Design thinking for enhanced operator adoption and trust — Figma, Sketch, Adobe Illustrator, Webflow, Zeplin, Photoshop.
High-performance, consistent front ends across devices — HTML5, CSS3, Bootstrap, JavaScript, React, Angular, Vue.
An environment you can't see into is one you can't run at scale. We instrument every layer we deploy — metrics, logs and traces across compute, storage and network — so operators know what's happening before a ticket tells them.
Prometheus and Grafana across compute, storage and network, with dashboards built around the KPIs and alarms operators actually act on.
Centralized logs and distributed traces (OpenTelemetry) across every service, so a slow request or failed job gets root-caused in minutes, not a war room.
Running YantrAI in your environment means every action, model and config change has to be accountable — who did it, when, and why. Governance is built into Operate, not bolted on after go-live.
Role-based access control and a full audit trail across every deployment, configuration change and platform action.
Every config, model and pipeline version tracked and reversible — infrastructure and config as code with Terraform and Ansible, rolled back in minutes if a change misbehaves.
Edge, cloud or HPC — let's talk about what Operate looks like at your scale.