Live sync
Signal Orchestration
Blend finance, product, marketing, and ops telemetry into one continuously updated pulse.
- Finance pipelineCleared
- Growth pulse+21%
- Fulfillment healthStable
- Security postureShielded
Serverless by Design. Multi-tenant by Default.
AutomateData Clarityfor Modern Teams & Fast Decisions
DataSwain is your AI-powered control room for operational intelligence. Connect your sources once—let our automation engine audit, analyze, and alert across finance, marketing, and compliance. Zero setup. Zero drift.
Playbook Automations
Run finance, PII, or ROAS workflows on autopilot.
Step Functions + Lambda pipelines evaluate rules, detect anomalies, and surface next actions in real time.
Secure & Compliant
Tenant-isolated, encrypted, and policy-aware.
Every dataset is org-scoped with KMS encryption and least-privilege IAM. PII detection and quarantine are built-in.
Credit-Metered Efficiency
Predictable usage, real-time accountability.
Every OCR, anomaly check, or automation consumes credits transparently—ensuring fair cost and sustainable scale.
Active Pipelines
All pipelines healthy
Invoice Guard
Exceptional Accuracy
Reliable audit validation across all invoices
ROAS Rescue
Significant Gains
Dramatic performance lift after optimization
Command queuePriority
📦 Validate invoice batch #47BUrgent
📈 Rebuild GA4 anomaly baselinesAuto
🛡️ Quarantine PII flagged uploadSecure
Processing VelocityAccelerating
Control deck
A control deck built to keep momentum unstoppable
Each surface is tuned to the same purple-magenta spectrum, so teams glide from signal to action without ever losing context.
4 warnings resolved
Adaptive Drift Radar
Predict and neutralize model drift with automated guardrails and retraining cues.
Drift radar governs retraining windows automatically and logs every mitigation in an immutable timeline.
Explainable AI Co-Pilot
Translate anomalies into human-ready narratives you can share instantly.
Narrative preview
"Detected ROAS degradation tied to creative set B2. Audience fatigue projected; refresh within 48 hours to reclaim an estimated 34% uplift."
Co-pilot languagesEN | ES | HI | PT
Studio mode
Automation Playmaker
Design remediation workflows that launch across the stack in seconds.
- 1
Trigger
Campaign anomaly detected
- 2
Route
Assign owner in Slack + Jira
- 3
Runbook
Auto-attach fix template
- 4
Measure
Verify uplift after deploy
0 open escalations
Guardrails & Trust
Keep governance effortless with always-on protections, alerts, and audit trails.
- Access anomaliesResolved
- Drift alerts4 neutralised
- Compliance checksSOC 2 • HIPAA • GDPR
Audit trails are immutable, timestamped, and exportable to your GRC platform in one click.
Instant Integrations
Drop in connectors for analytics, warehouses, clouds, and SaaS in under two minutes.
BigQuery
Snowflake
S3
GA4
HubSpot
Salesforce
Redshift
Stripe
NetSuite
Connector blueprints keep credentials encrypted, rotated, and monitored continuously.
Plug DataSwain into your stack and feel the flow: one cohesive spectrum wraps every surface so your team keeps moving at launch-day speed.
Integrations & automations
A single orbit where every system snaps into the same chromatic flow
Power finance, marketing, and ops with connectors that inherit the violet → magenta → teal spectrum so every experience stays cohesive. Automations deploy in minutes with governance baked in.
Multi-step actions
Compose branching automations with guard-rails that keep data residency intact.
Zero-trust sync
Scoped tokens, field-level encryption, and audit-grade observability by default.
DataSwaincommand
Connector queue
Sync Shopify → BigQuery nightlyOK
Pipe Zendesk tags → Slack #support-signalNew
Stream Stripe disputes → Invoice GuardEscalated
Connectors at the ready
BigQuerySnowflakeRedshiftDatabricks
SalesforceHubSpotIntercomZendesk
ShopifyStripeNetsuiteQuickBooks
SlackTeamsPagerDutyEmail
All connectors inherit the same violet → magenta → teal gradient touches for instant familiarity.
Deploy from CLI, UI, or Terraform - your choice.
Playground
Feel the chromatic flow inside the DataSwain Playground
Snap on a sample dataset and watch magenta and midnight purple visuals surface the truth. When you are ready, drop in your own CSV and orchestrate automations instantly.
E-commerce Sales
Monthly revenue data with anomalies
User Behavior
Click-through rates with drift patterns
Financial Invoices
Invoice amounts with fraud indicators
Live analysis
E-commerce Sales
Run the analysis to unleash the full gradient insight00:02 expected
Ready to stay in the flow?
Connect warehouses, SaaS tools, and custom APIs in minutes. The GOAT gradient carries through every step so your teams stay immersed while the automations go to work.