Identity, governance, audit by CoreCloud. Activation, semantic layer, and AI copilots via Agentic Cloud.
Fall in love with your data
The modern data workspace to connect, clean, model, and activate your data — then put it to work with AI.
Dataswain stitches ingestion, governance, modeling, and activation together. With CoreCloud guardrails, semantic metrics, and agent-ready context, every insight stays explainable and rollout-safe.
Control Room
Governed metric store with lineage, freshness, and access control in one pane.
AI Narratives
Copilots brief teams with explainable insights.
Predictive
Forecasting and anomaly detection surfaced visually.
Listen to Dataswain Overview
So teams ship decisions, not dashboards.
Sheets, SQL, warehouses, files, SaaS apps.
Contracts, tests, and lineage make accuracy visible.
Sync to Sheets, apps, and MindAgain agents.
Every workspace bundles trusted data, intelligent automation, and guided actions.
Track freshness SLAs, ownership, and lineage for every dataset.
English + visual summaries that land in inboxes with context links.
Scenario planning, what-if toggles, and automation triggers in one view.
A place where data could be connected, cleaned, modeled, and then used — not someday, but in the same moment a question is asked.
Some teams had dashboards, others had spreadsheets, and everyone had a different version of the truth. Insights lived in slides; actions lived somewhere else.
We wanted a place where data could be connected, cleaned, modeled, and then used — not someday, but in the same moment. Dataswain is that workspace.
It sits on CoreCloud, so identity, roles, regions, audit, and cost discipline are built in from day one.
And when the insight is ready to move, Agentic_Cloud takes the hand-off: MindAgain can cite Dataswain's definitions, reason over fresh context, and finish the next step without leaving the page.
For customers in health and commerce, that's the difference between staring at charts and shipping decisions with confidence.
Dataswain learns in the flow of change.
Every ingest, transformation, and definition carries a memory of what it touched and why; when the world shifts — a schema evolves, a feed stutters, a rule tightens — Dataswain captures the lineage, tests the impact, and turns surprises into fixes instead of fires.
Metric logic is versioned like code, reviewed in context, and promoted only when it makes the whole system clearer.
Over time, the truth gets easier to find, easier to explain, and easier to act on — so your data doesn't just inform the business; it moves it.
One workspace where metrics are defined once, governed properly, and trusted by everyone.
Identity, compliance, audit trails, and cost discipline come standard — not as afterthoughts.
Agentic_Cloud and MindAgain turn analysis into automated workflows without context switching.
Bring in Google Sheets/Drive, S3, Postgres, MySQL, BigQuery, Snowflake, Redshift, CSVs.
Three-Step Data Intelligence Flow
Each Dataswain pillar layers governance with guided action so analytics, predictions, and copilots stay aligned.
Data contracts, lineage, RBAC.
Semantic layer + KPI dashboards.
Forecasting, churn, anomaly.
NLQ, narrative reports, alerts + playbooks.
< 2 weeks
to first governed data
1-click
KPI dashboards
10-30%
MAPE improvement
Hours saved
monthly via automations
Built for Owners, Ops, Finance & Marketing teams who need consistent KPIs and faster decisions without hiring a large data team.
Built on Cloudain. Governance & auditability aligned with Securitain.
Start turning data into decisions. Book a demo to see how Dataswain delivers measurable value in 90 days.
