CloudThe data infrastructure for your analytics apps
Sources. Transformations. Warehouse. Metrics. Apps.The complete data platform for teams building with AI agents.
From the team behind SegmentStream — ten years running data infrastructure at scale.
Launching this fall.
Forget BI reports and off-the-shelf analytics. Build the analytics app your team actually needs.
- Any data, any logic, any UI — written in your repo, not clicked together in someone else’s tool.
- Publish on your own domain, with sign-in and per-team access handled.
- Sources, warehouse, metrics and hosting run underneath. You ship the app.
Every AI-native team deserves analytics shaped to how it actually works. Agents can write that today; the infrastructure underneath is what stops them.
The stack you run today, replaced.
Nine tools, nine bills, and meaning lost in every hand-off between them. The platform replaces the wiring, not just the pieces — hover any block to see what it does.
BeforeThe patchwork stack
~$250k/yr · 9 contracts · 2 data engineers · T+ 6 months
Typical mid-market list prices.
AfterOne platform
CloudSources
Processing
Storage
Meaning
Answers out
Starts free · 1 contract · 0 extra hires · T+ this afternoon
Developer tools, agent-first.
Everything a person can do here, an agent can do too — same endpoints, same permissions, same audit trail.
Cloud MCP
Point Claude, Cursor or your own agent at one endpoint. Scoped to the workspace, audited by default.
Cloud CLI
Scaffold a workspace, run a pipeline, tail logs and open a preview — from your terminal or a CI job.
Agentic guide
The instructions your agent reads first: repo layout, conventions, and the commands it may run.
Agent skills
Reusable recipes for the things your team asks for every week, versioned in the repo.
Preview environments
Every pull request boots an isolated app on a branched copy of your data. Merge when it looks right.
Development Agentsoon
Describe the change; it opens the pull request with the diff, the tests and a preview attached.
Everything is a plugin.
Every source, destination and agent on the platform — including our own — runs on the same public SDK. Connect handles auth, Workflows runs it, Quality watches it. If we haven’t built your connector, your agent writes it before lunch.
Every source your company has. Zero pipelines to babysit.
Connect
Managed OAuth and API keys for every tool — tokens refreshed automatically, secrets injected at runtime, never exposed to plugin code.
Integrations
Managed ELT with automatic schema-drift handling. Restated data re-syncs free.
Events
First-party web, app and server events, collected in real time.
Connector SDK
Any source is a plugin: write one — or let your agent write it. We run it with native-grade reliability.
Pipelines that test themselves before they ship.
Transformations
dbt and Spark, fully managed. Import your existing dbt project as-is.
Workflows
One scheduler for everything: DAGs, triggers, partitioned backfills, replay.
Quality
Tests, freshness and anomaly monitoring — visible to agents before they answer.
Branches
Preview environments for data. Test any change on an isolated copy, then merge.
Analytical, transactional and state storage. One platform.
Warehouse
Analytical storage that scales to billions of rows.
Store
Managed Postgres for apps and agent state.
Cache
Fast key-value storage for sessions and hot data.
Secrets
Managed credentials for every connection and app.
The layer that turns raw tables into answers agents get right.
Metrics
Define Revenue once. Two agents, one number — governed, versioned, auditable.
Identity
One customer, resolved across billing, CRM, product and every other system.
Catalog
Machine-readable discovery, lineage and docs — the agent’s map of your data.
Access & Audit
Per-agent identities, scoped permissions, immutable audit, cost guardrails.
One governed endpoint for every agent. And the loop back to action.
MCP
Agents query metrics, not raw tables — with policy and audit built in.
Apps
Deploy internal tools next to your data. SegmentStream itself is app #1.
Embedded
Ship analytics inside your own product.
Destinations
Sync modeled data back into the tools your team works in — plugins too.
Deploy directly from your GitHub.
One repo is your whole workspace: sources, transformations, metrics and apps live in a folder structure and deploy on push. Every pull request gets a preview environment with its own branch of the data, then merges to production.
One repo, one workspace
Push to deploy
$ git push origin feature/new-margin-metric
▸ preview environment ready — data branch preview-42
▸ checks passed · metrics diff approved
▸ merged → deployed to production
Preview environments cover code and data alike — a pull request branches your warehouse, not just your repo.
An internal app for every team.
Ship your own Next.js apps on your own domains — no bespoke admin panel to adopt. Auth, SSO and per-team access come managed, so Finance sees the finance app and nobody else does. Each one is written against the same governed metrics your agents query.
// Only finance opens this route
export const access = team("finance")
const rows = await metrics.query({
select: ["revenue", "opex", "net_burn"],
grain: "month",
last: 4,
})metric: net_burn
label: Net burn
sql: opex - revenue
owner: financeagent · +142 −0 · merged to main · deployed 2 min ago
Cash flow
Payments
Managed auth & SSO
Google, Okta or your own IdP — wired before the first deploy.
Access control
Roles decide which app opens and which rows it returns.
Custom domains
Every app gets its own subdomain, SSL issued and renewed.
Who it’s for.
Spend you can actually attribute
Ad platforms, site events and CRM in one model, joined to revenue instead of platform-reported conversions.
“Which channels drove revenue last month, not just clicks?”
Not a whiteboard. A stack running in production for ten years.
SegmentStream Cloud is the stack under SegmentStream — the same ingestion, processing and meaning layers, opened up for anything else you build.
10 years
of high-load data infrastructure in production
App #1
SegmentStream — the first app built on it — runs here every day
EU / US
data residency of your choice — and every workspace fully isolated
Teams already running on this stack
Built for your agents. Ready for you first.
$ npx @segmentstream/cloud init
▸ workspace ready at cloud.segmentstream.com/acme
▸ tell your agent: “add our billing API as a source”
▸ connector plugin generated · scheduled · monitored
Launching this fall. Usage-based pricing, no sales calls.