WORKFLOW · EXPERIENCE
Teams steer work through dashboards, KPIs, and APIs – with clarity for business, engineering, and review.
- Dashboards & KPIs
- APIs for products & tools
- Approvals & audit trail
- Scheduled & triggered runs
- Role-based access
PRODUCT · MANAGED AI PLATFORM
Run AI in production – with clear guardrails, measurable usage, and no in-house platform team.CAIP – the managed layer for your AI workloads.
CAIP brings agents, retrieval, evaluations, and billing together in one operational environment. Tenant isolation, roles, traceability, and predictable costs are built in from day one – so pilots mature into lasting solutions.Agents, retrieval, and usage metering – one managed surface, ready for procurement and operations.
PRODUCT
Architecture at a glance.
CloudstrataCAIP Platform
One managed platform connects user-facing workflows, model and tool routing, integrations, and data – on cloud infrastructure you already know.
Design, run, and evaluate AI-assisted processes with KPIs, latency expectations, and spend visible together.
CAIP
CAIP
AI · AUTOMATION
Language and embedding models sit inside repeatable flows – with retrieval, safeguards, and traceable steps.
- LLMs & chat surfaces
- Embeddings & search
- Retrieval & knowledge pipelines
- Routing, fallbacks & safeguards
- Evaluations & policy hooks
INTEGRATION · CONNECTIVITY
CAIP connects to events, partner systems, DevOps, and identity – so automation lives in your existing toolchain.
- Webhooks & event streams
- Partner & SaaS connectors
- Batch & streaming ingest
- ITSM & DevOps tools
- Secrets & identity
DATA · GOVERNANCE
Structured data, semantic stores, and files – with clear access patterns for compliance and analytics.
- Relational databases
- Vector & semantic stores
- Object & file storage
- Warehouse / lakehouse
- Catalog & lineage
CLOUD · INFRASTRUCTURE
Hosted on leading hyperscale clouds – use familiar estates without assembling the platform layer yourself.
- AWS Amazon Web Services
- Google Cloud
- Microsoft Azure
Architecture diagram: Cloudstrata CAIP at the centre, surrounded by workflow & experience; AI & automation; integration & connectivity; data & governance; and cloud infrastructure on AWS, Google Cloud, and Microsoft Azure. Platform benefits are summarized below.
- CAIP
- Kubernetes-based runtime
- Tenant-scoped quotas and metering
- API-driven control surface
- GDPR-aware data residency options
- WORKFLOW · EXPERIENCE
- Dashboards & KPIs
- APIs for products & tools
- Approvals & audit trail
- Scheduled & triggered runs
- Role-based access
- AI · AUTOMATION
- LLMs & chat surfaces
- Embeddings & search
- Retrieval & knowledge pipelines
- Routing, fallbacks & safeguards
- Evaluations & policy hooks
- INTEGRATION · CONNECTIVITY
- Webhooks & event streams
- Partner & SaaS connectors
- Batch & streaming ingest
- ITSM & DevOps tools
- Secrets & identity
- DATA · GOVERNANCE
- Relational databases
- Vector & semantic stores
- Object & file storage
- Warehouse / lakehouse
- Catalog & lineage
- CLOUD · INFRASTRUCTURE
- AWS Amazon Web Services; Google Cloud ; Microsoft Azure
- What you gain.
- Single operating picture: Steer environments, workloads, and teams from one place – fewer hand-offs.
- Reviewable controls: Policies, approvals, and audit paths are part of daily operations – not improvised after the pilot.
- Collaboration by role: Workspaces for builders and reviewers – clear ownership from draft to release.
- Usage, quality, and cost together: Signals on one timeline so decisions stay grounded.
- Security from day one: Tenant isolation, access boundaries, and traceability built into the platform.
- Grow through APIs: Integrations and connectors – extend automation without replatforming.
VALUE
What you gain.
- Single operating picture Steer environments, workloads, and teams from one place – fewer hand-offs.
- Reviewable controls Policies, approvals, and audit paths are part of daily operations – not improvised after the pilot.
- Collaboration by role Workspaces for builders and reviewers – clear ownership from draft to release.
- Usage, quality, and cost together Signals on one timeline so decisions stay grounded.
- Security from day one Tenant isolation, access boundaries, and traceability built into the platform.
- Grow through APIs Integrations and connectors – extend automation without replatforming.
YOUR OUTCOMES
From pilot to lasting adoption.
Many organisations stall after isolated pilots: costs and access are hard to explain, and knowledge about data handling sits in notebooks and scripts. CAIP brings those pieces together in one environment your IT, procurement, and business teams can stand behind.
Usage metrics, quality indicators, and approvals stay adjacent – so leadership works from consistent facts rather than disconnected tools.
- Kubernetes-ready architecture
- Tenant isolation by design
- GDPR-conscious posture
- Hyperscaler-hosted runtime
- Content & signals
- CAIP core
- Agents & actions
- Measurement & cost
Practical advantages.
Traceable automation
Retrieval cites sources; approvals and escalations are documented for reviewers and auditors.
Metrics that inform decisions
Latency, safety signals, and token economics appear in connected views – not as unrelated dashboards.
Scale when it makes sense
Quotas cushion bursts; you expand usage when benefits and budget align.
Ship applications – not platform glue
Teams focus on use cases, knowledge bases, and process fit while CAIP carries tenancy, metering, surfaces, and integrations.
- Hyperscaler-backed runtime without building your own platform tier
- API-first control aligned with modern SaaS delivery
- Role-aware workspaces for builders and approvers
Governance that runs with operations
Approvals, evidence, and policies belong to the product – not late-stage audit projects.
- Structured approvals with reviewable trails
- Isolation patterns suited to sensitive contexts
- Connections framed around identities your IT already manages
Fewer one-off tools – more end-to-end flows
Webhooks, batch ingest, and connectors sit beside workflow primitives – less manual bridging between systems.
- Trigger flows from operational signals instead of fragile scripts
- Reuse connectors as use cases grow
- Central visibility instead of scattered log hunts
Spend Finance can follow
Start with a bounded footprint; expand when KPIs and budgets justify the next tier.
- Clear tiers with quotas procurement can approve quickly
- Usage data alongside business narratives
- Roll forward agents against jointly agreed pilot criteria
PRICING
From EUR 500 per month.
A predictable SaaS envelope – agents, workspaces, metering, dashboards, and support – plus the controls you need for approvals and steady-state operations.
Higher volumes, deeper compliance, or a guided rollout? Contact us We will prepare a tailored proposal.
Explore more
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.