1
Discovery Meeting
We learn about your goals, challenges, and technical landscape. No obligation – just an open exchange.
AI platform engineering as a service
Build, deploy, and scale production AIProduction AI without a platform org
AI platform engineering as a service is how we deliver production AI without asking you to hire a platform org. cloudstrata combines strategic cloud advisory with CAIP—the shared runtime we design, build, and operate: agents, RAG, inference routing, tenancy, guardrails, and metering on one managed surface.AI platform engineering as a service: advisory + CAIP—agents, RAG & inference, governed and metered. Linz · Europe.
OpenAI·New usage analytics and updated spend controls for enterprisesMicrosoft Azure·3 things leaders need to know from Microsoft Build 2026AWS·Top announcements of the AWS Summit in New York, 2026Kubernetes·Spotlight on SIG StorageClaude·Centrally manage authorization for MCP connectorsOpenAI·Improving health intelligence in ChatGPTMicrosoft Azure·Claude Fable 5 available today in Microsoft Foundry: Powering the next era of autonomous agentsAWS·Introducing Amazon Bedrock Managed Knowledge Base for faster, more accurate enterprise AI applicationsKubernetes·From Kubernetes Dashboard to Headlamp: Understanding the TransitionClaude·Steering Claude Code: CLAUDE.md files, skills, hooks, rules, subagents and moreOpenAI·Using AI to help physicians diagnose rare genetic diseases affecting childrenMicrosoft Azure·AI alone won’t change your business. The system running it will.AWS·Announcing Web Search on Amazon Bedrock AgentCore: Ground your AI agents in current, accurate web knowledgeKubernetes·Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEsClaude·Claude Code now supports artifactsOpenAI·A near-autonomous AI chemist improves a challenging reaction in medicinal chemistryMicrosoft Azure·Announcing Microsoft Discovery general availability and Microsoft Discovery app previewAWS·Proactively reduce tech debt autonomously with AWS Transform – continuous modernization (preview)Kubernetes·Announcing etcd 3.7.0-beta.0Claude·Secure access to the Claude Platform with Workload Identity FederationOpenAI·Introducing LifeSciBenchMicrosoft Azure·Microsoft Build 2026: Building agentic apps with Microsoft Fabric and Microsoft DatabasesAWS·AWS DevOps Agent adds release management capabilities to assess code changes before production (preview)Kubernetes·Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller ManagerClaude·Claude Design now stays on brand for daily workOpenAI·Predicting model behavior before release by simulating deploymentMicrosoft Azure·New Azure Cobalt 200 VMs deliver 50% performance improvement, fully optimized for modern agentic AI workloadsAWS·AWS Security Agent adds threat modeling, Kiro power and Claude Code plugin, and moreKubernetes·Kubernetes v1.36: Mixed Version Proxy Graduates to BetaClaude·Meet the winners of our Claude Opus 4.8 Build Day hackathonOpenAI·Introducing the OpenAI Partner NetworkMicrosoft Azure·Foundry IQ: Build smarter agents faster with unified knowledge and serverless retrievalAWS·Amazon S3 annotations: attach rich, queryable context directly to your objectsKubernetes·Kubernetes v1.36: Deprecation and removal of Service ExternalIPsClaude·Meet the winners of the Built with Opus 4.7 Claude Code hackathonOpenAI·New OpenAI Academy courses for the next era of workMicrosoft Azure·A Developer’s Guide to Managing Models, Cost and Quality in Microsoft FoundryAWS·AWS WAF adds AI traffic monetization capability to help content owners charge AI bots for content accessKubernetes·Kubernetes v1.36: Advancing Workload-Aware SchedulingClaude·The evolution of agentic surfaces: building with Claude Managed AgentsOpenAI·How Preply combines AI and human tutors to personalize learningMicrosoft Azure·Claude Opus 4.8 is now available in Microsoft FoundryAWS·AWS Weekly Roundup: AWS FinOps Agent in preview, Gemma 4 on Bedrock, Kiro Pro Max, and more (June 15, 2026)Kubernetes·Kubernetes v1.36: PSI Metrics for Kubernetes Graduates to GAClaude·New in Claude Managed Agents: run agents on a schedule and store environment variables in vaultsOpenAI·OpenAI to acquire OnaMicrosoft Azure·Powering multi-cluster workloads with seamless cross‑cluster networking for Azure Kubernetes Fleet ManagerAWS·Now available: Amazon EC2 M9g and M9gd instances powered by new AWS Graviton5 processorsKubernetes·Kubernetes v1.36: Moving Volume Group Snapshots to GAClaude·Observability for developers building connectorsOpenAI·New usage analytics and updated spend controls for enterprisesMicrosoft Azure·3 things leaders need to know from Microsoft Build 2026AWS·Top announcements of the AWS Summit in New York, 2026Kubernetes·Spotlight on SIG StorageClaude·Centrally manage authorization for MCP connectorsOpenAI·Improving health intelligence in ChatGPTMicrosoft Azure·Claude Fable 5 available today in Microsoft Foundry: Powering the next era of autonomous agentsAWS·Introducing Amazon Bedrock Managed Knowledge Base for faster, more accurate enterprise AI applicationsKubernetes·From Kubernetes Dashboard to Headlamp: Understanding the TransitionClaude·Steering Claude Code: CLAUDE.md files, skills, hooks, rules, subagents and moreOpenAI·Using AI to help physicians diagnose rare genetic diseases affecting childrenMicrosoft Azure·AI alone won’t change your business. The system running it will.AWS·Announcing Web Search on Amazon Bedrock AgentCore: Ground your AI agents in current, accurate web knowledgeKubernetes·Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEsClaude·Claude Code now supports artifactsOpenAI·A near-autonomous AI chemist improves a challenging reaction in medicinal chemistryMicrosoft Azure·Announcing Microsoft Discovery general availability and Microsoft Discovery app previewAWS·Proactively reduce tech debt autonomously with AWS Transform – continuous modernization (preview)Kubernetes·Announcing etcd 3.7.0-beta.0Claude·Secure access to the Claude Platform with Workload Identity FederationOpenAI·Introducing LifeSciBenchMicrosoft Azure·Microsoft Build 2026: Building agentic apps with Microsoft Fabric and Microsoft DatabasesAWS·AWS DevOps Agent adds release management capabilities to assess code changes before production (preview)Kubernetes·Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller ManagerClaude·Claude Design now stays on brand for daily workOpenAI·Predicting model behavior before release by simulating deploymentMicrosoft Azure·New Azure Cobalt 200 VMs deliver 50% performance improvement, fully optimized for modern agentic AI workloadsAWS·AWS Security Agent adds threat modeling, Kiro power and Claude Code plugin, and moreKubernetes·Kubernetes v1.36: Mixed Version Proxy Graduates to BetaClaude·Meet the winners of our Claude Opus 4.8 Build Day hackathonOpenAI·Introducing the OpenAI Partner NetworkMicrosoft Azure·Foundry IQ: Build smarter agents faster with unified knowledge and serverless retrievalAWS·Amazon S3 annotations: attach rich, queryable context directly to your objectsKubernetes·Kubernetes v1.36: Deprecation and removal of Service ExternalIPsClaude·Meet the winners of the Built with Opus 4.7 Claude Code hackathonOpenAI·New OpenAI Academy courses for the next era of workMicrosoft Azure·A Developer’s Guide to Managing Models, Cost and Quality in Microsoft FoundryAWS·AWS WAF adds AI traffic monetization capability to help content owners charge AI bots for content accessKubernetes·Kubernetes v1.36: Advancing Workload-Aware SchedulingClaude·The evolution of agentic surfaces: building with Claude Managed AgentsOpenAI·How Preply combines AI and human tutors to personalize learningMicrosoft Azure·Claude Opus 4.8 is now available in Microsoft FoundryAWS·AWS Weekly Roundup: AWS FinOps Agent in preview, Gemma 4 on Bedrock, Kiro Pro Max, and more (June 15, 2026)Kubernetes·Kubernetes v1.36: PSI Metrics for Kubernetes Graduates to GAClaude·New in Claude Managed Agents: run agents on a schedule and store environment variables in vaultsOpenAI·OpenAI to acquire OnaMicrosoft Azure·Powering multi-cluster workloads with seamless cross‑cluster networking for Azure Kubernetes Fleet ManagerAWS·Now available: Amazon EC2 M9g and M9gd instances powered by new AWS Graviton5 processorsKubernetes·Kubernetes v1.36: Moving Volume Group Snapshots to GAClaude·Observability for developers building connectors
WHAT WE DO
Cloud advisory, custom software, and operated AI platforms
Your roadmap should not depend on standing up an internal platform guild. Under AI platform engineering as a service, we own the architecture, integrations, and operated CAIP surface so prompts, retrieval, observability, and billing stay aligned—from pilot through scale. Learn more about our services
SOLUTION
CAIP — the managed runtime behind our AI platform engineering as a service.
CAIP
Cloudstrata Artificial Intelligence Platform
CAIP is the slice between vibe-coded demos and a full platform hire: multi-tenant workspaces, tool routing for LLMs, retrieval pipelines, evaluation hooks, and Stripe-backed metering – ready when procurement asks real questions.
Your teams iterate on prompts and datasets; we operate the shared substrate – identity boundaries, audit trails, and spend tied to outcomes – not shadow experiments scattered across laptops.
From 500 EUR per month
- Design pilots around jobs-to-be-done – not benchmarks – then attach evaluation gates before widening blast radius
- Agents + connectors share tenancy, tracing, and rate limits so incidents stay boring
- Inference and embeddings workloads metered next to executive KPIs – finance reads the same chart engineering does
- Stripe-backed SaaS posture: predictable tiers instead of surprise GPU invoices
- RBAC, secrets posture, and isolation primitives sized for regulated narratives
- Roadmaps align procurement, security, and builders – no parallel spreadsheet truth
WHO WE SERVE
Clients that trust us.
If your roadmap mentions autonomous agents, knowledge grounding, or customer-facing copilots – but headcount charts omit dedicated platform engineers – this storyline was authored with your constraints baked in.
Learn more about our clients
HOW THE ENGAGEMENT RUNS
From discovery to production – with clear milestones.
Each sprint exposes sharper hypotheses about retrieval fidelity, latency envelopes, and cost envelopes – not ambiguous AI optimism.
2
Solution Presentation
We propose architectures tying embeddings stores, orchestration, observability, and procurement dashboards – not slideware disconnected from Terraform realities.
3
Proposal & Planning
Clear scope, timeline, and commercial terms. We align on milestones before we start.
4
Implementation
Engineers pair-program integrations, CI/CD lanes, and LLMOps safeguards – with demos rooted in logged prompts and retrieval citations.
5
Support & Iteration
We stay with you: launch support, optimization, and continuous improvement.
FIELD NOTES
Signals from the edge of AI platforms.
Essays on retrieval economics, inference posture, and sober rollout sequencing – not hype reels.
AI
OpenAI Reasoning Models: What o1 and o3 Mean for Enterprise AI
OpenAI's reasoning models (o1, o3) represent a leap in chain-of-thought capabilities. Learn how enterprises can leverage these models for complex problem-solving, code generation, and strategic decision support.
Learn more
AI
ChatGPT API and Developer Platform: What's New for Builders
The ChatGPT API continues to evolve with new models, fine-tuning options, and developer tools. Discover how to build production AI applications with the latest OpenAI platform capabilities.
Learn more
AI
RAG for Enterprise: Building Production-Ready Retrieval Systems
Retrieval Augmented Generation (RAG) is essential for grounding LLMs in your data. Learn best practices for building scalable, accurate RAG pipelines in enterprise environments.
Learn more- OpenAINew usage analytics and updated spend controls for enterprises
- OpenShiftOpenShift AI: Running LLMs on Red Hat's Enterprise PlatformMarch 12, 2026
- KubernetesKubernetes and AI Workloads: Best Practices for 2026March 11, 2026
Cloud Platform Status
CONTACT
Get in touch
Have a question or a project in mind? We would be glad to hear from you – send us a message or book a short call.
We aim to reply within one business day.