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
We deliver production AI as a service—cloud advisory plus CAIP, the runtime we operate for agents, retrieval, and metered usage. No in-house platform org required.Advisory + CAIP—agents, retrieval, and metered usage. Linz · Europe.
- Production AI without building a platform org
- Governance, tenancy, and measurable spend
- One operating model from pilot to scale
OpenAI·How ChatGPT adoption has expandedMicrosoft Azure·The performance dividend: Optimizing PostgreSQL on Azure directly in Visual Studio CodeAWS·Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacksKubernetes·Open source maintainership in the age of AIClaude·Giving admins more visibility and control over Claude spendOpenAI·Inside Genebench-ProMicrosoft Azure·From insight to action: The next phase of agentic cloud operationsAWS·Accelerate your infrastructure deployments by up to 4x with AWS CloudFormation Express modeKubernetes·Introducing the Cluster API plugin for HeadlampClaude·Getting started with loopsOpenAI·Introducing GeneBench-ProMicrosoft Azure·Modernize your data with Azure Storage: Plan and migrate with confidenceAWS·Amazon EC2 C9g and C9gd instances powered by AWS Graviton5 processors are now availableKubernetes·Inspect Volcano workloads faster with HeadlampClaude·Claude in Microsoft Foundry is now generally availableOpenAI·Core dump epidemiology: fixing an 18-year-old bugMicrosoft Azure·3 things leaders need to know from Microsoft Build 2026AWS·Automate public TLS certificate issuance with ACME support in AWS Certificate ManagerKubernetes·See your serverless: introducing the Headlamp plugin for KnativeClaude·Introducing the Claude apps gateway for Amazon Bedrock and Google CloudOpenAI·Mapping Europe’s AI Workforce OpportunityMicrosoft Azure·Claude Fable 5 available today in Microsoft Foundry: Powering the next era of autonomous agentsAWS·AWS Weekly Roundup: Agentic CX designer for Amazon Connect Customer, EC2 AMI Watermarks, Open Governance for MySQL, and more (June 29, 2026)Kubernetes·Spotlight on WG Device ManagementClaude·Agent identity in Claude Tag: a new access model for autonomous, team-wide AIOpenAI·HP Inc. launches Frontier strategic partnership with OpenAIMicrosoft Azure·AI alone won’t change your business. The system running it will.AWS·Run isolated sandboxes with full lifecycle control: AWS Lambda introduces MicroVMsKubernetes·Spotlight on SIG StorageClaude·Building effective human-agent teamsOpenAI·Previewing GPT-5.6 Sol: a next-generation modelMicrosoft Azure·Announcing Microsoft Discovery general availability and Microsoft Discovery app previewAWS·AWS Weekly Roundup: NY Summit recap, Local Zone in Hanoi, Grok 4.3 in Bedrock, price reductions, and more (June 22, 2026)Kubernetes·From Kubernetes Dashboard to Headlamp: Understanding the TransitionClaude·The full Claude Desktop experience on AWS, Google Cloud, and Microsoft FoundryOpenAI·How agents are transforming workMicrosoft Azure·Microsoft Build 2026: Building agentic apps with Microsoft Fabric and Microsoft DatabasesAWS·Announcing Amazon EC2 G7 instances accelerated by NVIDIA RTX PRO 4500 Blackwell Server Edition GPUsKubernetes·Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEsClaude·Centrally manage authorization for MCP connectorsOpenAI·OpenAI and Broadcom unveil LLM-optimized inference chipMicrosoft Azure·New Azure Cobalt 200 VMs deliver 50% performance improvement, fully optimized for modern agentic AI workloadsAWS·Amazon ECS introduces new high-resolution metrics for faster service auto scalingKubernetes·Announcing etcd 3.7.0-beta.0Claude·Steering Claude Code: CLAUDE.md files, skills, hooks, rules, subagents and moreOpenAI·Helping build shared standards for advanced AIMicrosoft Azure·Foundry IQ: Build smarter agents faster with unified knowledge and serverless retrievalAWS·Top announcements of the AWS Summit in New York, 2026Kubernetes·Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller ManagerClaude·Claude Code now supports artifactsOpenAI·How ChatGPT adoption has expandedMicrosoft Azure·The performance dividend: Optimizing PostgreSQL on Azure directly in Visual Studio CodeAWS·Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacksKubernetes·Open source maintainership in the age of AIClaude·Giving admins more visibility and control over Claude spendOpenAI·Inside Genebench-ProMicrosoft Azure·From insight to action: The next phase of agentic cloud operationsAWS·Accelerate your infrastructure deployments by up to 4x with AWS CloudFormation Express modeKubernetes·Introducing the Cluster API plugin for HeadlampClaude·Getting started with loopsOpenAI·Introducing GeneBench-ProMicrosoft Azure·Modernize your data with Azure Storage: Plan and migrate with confidenceAWS·Amazon EC2 C9g and C9gd instances powered by AWS Graviton5 processors are now availableKubernetes·Inspect Volcano workloads faster with HeadlampClaude·Claude in Microsoft Foundry is now generally availableOpenAI·Core dump epidemiology: fixing an 18-year-old bugMicrosoft Azure·3 things leaders need to know from Microsoft Build 2026AWS·Automate public TLS certificate issuance with ACME support in AWS Certificate ManagerKubernetes·See your serverless: introducing the Headlamp plugin for KnativeClaude·Introducing the Claude apps gateway for Amazon Bedrock and Google CloudOpenAI·Mapping Europe’s AI Workforce OpportunityMicrosoft Azure·Claude Fable 5 available today in Microsoft Foundry: Powering the next era of autonomous agentsAWS·AWS Weekly Roundup: Agentic CX designer for Amazon Connect Customer, EC2 AMI Watermarks, Open Governance for MySQL, and more (June 29, 2026)Kubernetes·Spotlight on WG Device ManagementClaude·Agent identity in Claude Tag: a new access model for autonomous, team-wide AIOpenAI·HP Inc. launches Frontier strategic partnership with OpenAIMicrosoft Azure·AI alone won’t change your business. The system running it will.AWS·Run isolated sandboxes with full lifecycle control: AWS Lambda introduces MicroVMsKubernetes·Spotlight on SIG StorageClaude·Building effective human-agent teamsOpenAI·Previewing GPT-5.6 Sol: a next-generation modelMicrosoft Azure·Announcing Microsoft Discovery general availability and Microsoft Discovery app previewAWS·AWS Weekly Roundup: NY Summit recap, Local Zone in Hanoi, Grok 4.3 in Bedrock, price reductions, and more (June 22, 2026)Kubernetes·From Kubernetes Dashboard to Headlamp: Understanding the TransitionClaude·The full Claude Desktop experience on AWS, Google Cloud, and Microsoft FoundryOpenAI·How agents are transforming workMicrosoft Azure·Microsoft Build 2026: Building agentic apps with Microsoft Fabric and Microsoft DatabasesAWS·Announcing Amazon EC2 G7 instances accelerated by NVIDIA RTX PRO 4500 Blackwell Server Edition GPUsKubernetes·Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEsClaude·Centrally manage authorization for MCP connectorsOpenAI·OpenAI and Broadcom unveil LLM-optimized inference chipMicrosoft Azure·New Azure Cobalt 200 VMs deliver 50% performance improvement, fully optimized for modern agentic AI workloadsAWS·Amazon ECS introduces new high-resolution metrics for faster service auto scalingKubernetes·Announcing etcd 3.7.0-beta.0Claude·Steering Claude Code: CLAUDE.md files, skills, hooks, rules, subagents and moreOpenAI·Helping build shared standards for advanced AIMicrosoft Azure·Foundry IQ: Build smarter agents faster with unified knowledge and serverless retrievalAWS·Top announcements of the AWS Summit in New York, 2026Kubernetes·Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller ManagerClaude·Claude Code now supports artifacts
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.
- 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.
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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.
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