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Dataswain AI Copilots & Automations

Ask. Understand. Act.

Natural-language Q&A over your metrics, narrative briefings, anomaly alerts, and playbooks that route actions-with approvals and audit trails.

Core Capabilities

Governed Q&A

Natural language questions over your metrics

  • Ask questions in plain English
  • Sits on semantic layer
  • Honors RBAC permissions
  • Context-aware responses

Narrative Reports

Weekly summaries with KPIs & recommendations

  • Auto-generated briefings
  • Key trends highlighted
  • Recommended next steps
  • Delivered on schedule

Alerts → Playbooks

Trigger actions from data alerts

  • Alert condition monitoring
  • Automated workflow triggers
  • Multi-step playbooks
  • Action routing to tools

Approvals & Audit

Supervisor approvals with complete audit trails

  • Approval workflows
  • Action logging
  • Compliance tracking
  • Access controls

Natural Language Q&A

U

"What was our revenue last quarter compared to Q3?"

Q4 revenue was $2.4M, up 12% from Q3's $2.14M.

Source: payments.transactions (governed)

U

"Show me top 5 products by margin"

Top 5 products by margin:

  1. Premium Widget A - 45% margin
  2. Deluxe Package B - 42% margin
  3. Enterprise Suite C - 38% margin
  4. Pro Bundle D - 35% margin
  5. Standard Kit E - 32% margin

All responses honor your role-based permissions

Alert → Approval → Action Flow

1

Alert Triggered

Inventory risk threshold exceeded

2

Approval Requested

Notify supervisor for approval

3

Action Executed

Create ticket & schedule reorder

4

Notify Stakeholders

Update via email, Slack, CRM

Action Destinations

Route actions to your existing tools and workflows

Email

Slack

CRM

Ticketing

ERP

Webhooks

Governance & Integration

Safe for Finance/Health

Enterprise-grade security & compliance

  • Governed data access
  • Required approvals
  • Complete audit trails
  • Compliance ready

Tool Integrations

Connect to your existing systems

  • CRM integration
  • Ticketing systems
  • Email & chat platforms
  • Custom webhooks

Complements BI

Enhances dashboards, not replaces them

  • Works with existing BI
  • Speeds decision-making
  • Automates follow-ups
  • Closes the action loop

FAQ

Q: Is this safe for finance/health ops?

A: Yes; governed access, approvals, and audit logs ensure compliance and security.

Q: Can we connect to our tools?

A: Yes-CRMs, ticketing, email, Slack, webhooks all supported for seamless integration.

Q: Does it replace BI?

A: No; it complements dashboards and speeds actions. Think of it as the 'action layer' on top of your BI.

Experience the AI Copilot

Try natural language queries and see how playbooks automate your workflows.