DataSwain
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Serverless by Design. Multi-tenant by Default.

Automate
Data Clarity
for 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

Realtime

Invoice Guard

98.7%

Audit accuracy across invoices

ROAS Rescue

+7.8x

Marketing performance after anomaly correction

Command queuePriority
📦 Validate invoice batch #47BUrgent
📈 Rebuild GA4 anomaly baselinesAuto
🛡️ Quarantine PII flagged uploadSecure
Velocity+146%
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.

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
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. 1

    Trigger

    Campaign anomaly detected

  2. 2

    Route

    Assign owner in Slack + Jira

  3. 3

    Runbook

    Auto-attach fix template

  4. 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.

Blueprints library

120+

pre-built automations kickstart your rollout

Average setup

07m

from first connector to live signals

Coverage

52

connectors across analytics, SaaS, ops, and finance

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

Or ride the flow with your own dataset - CSV, JSON Lines, or direct connector drop.

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.

Prime CTA

Step into the GOAT gradient command center and keep every signal in flow.

Activate your workspace, connect data sources, and let DataSwain orchestrate anomaly detection, drift defense, and compliance guardrails from one luminous surface.

Enterprise grade security
Guided onboarding available

14-day flow trial

Full GOAT gradient workspace, no credit card required

Unlimited automations

Launch workflows across finance, marketing, and ops

White-glove onboarding

Guided integration support from DataSwain specialists

Compliance-ready

SOC 2, GDPR, HIPAA controls available out of the box

Dedicated data strategist assigned to every new workspace - keep the gradient momentum from kickoff.
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