Deterministic DAG Orchestration

Automate Enterprise Workflows with Resilient DAG Pipelines

Connect autonomous AI agents, external SaaS webhooks, database lookups, and human approval steps into reliable, visual multi-stage execution graphs.

DAG EngineExecution Architecture
HMAC-SHA256Signed Webhook Security
<200msNode Transition Latency
99.99%Execution Reliability
WF-PROD-904Automated Customer Triage & Escalation
EXECUTION SUCCESS (1.42s)
TRIGGERInbound WebhookHMAC Verified • POST
→
AI AGENT STEPIntent & Priority TriageClaude 3.5 Sonnet • 240ms
→
CONDITIONPriority >= UrgentBranch: Escalate → PagerDuty
→
DISPATCHSlack + Notion LogSigned payload • HTTP 200
Enterprise Engine

Engineered for Complex Business Logic

Linear automation tools fail when edge cases arise. Xarwiz provides full control over branching, state retention, and failure handling.

HMAC-Signed Triggers

Receive payloads from Stripe, Razorpay, GitHub, or internal microservices with cryptographic HMAC-SHA256 signature validation to prevent spoofing.

  • Secret key rotation support
  • Replay-attack timestamp checks
  • Custom HTTP header extraction

Scheduled Cron Precision

Schedule recurring data synchronizations, nightly report generations, or periodic compliance health checks using standard cron expressions.

  • Timezone-aware scheduling (IST / UTC)
  • Overlap-prevention mutex locks
  • Manual ad-hoc execution triggers

Dynamic Expression Interpolation

Reference outputs from any preceding node effortlessly using {{steps[0].output.key}} notation. Support for string formatting, mathematical comparisons, and array filters.

  • Type-safe JSON schema validation
  • Null-safe evaluation fallbacks
  • Multi-variable chaining across nodes

Human-in-the-Loop Approvals

Pause execution before executing irreversible operations like refund disbursements, server reboots, or database modifications pending human review.

  • Slack & Email one-click approve tokens
  • Configurable timeout with auto-reject
  • Immutable auditor identification logs
Out-of-the-Box Blueprints

Pre-Engineered Workflow Recipes

Deploy tested automation architectures in minutes or customize them with your internal API endpoints.

Engineering & DevOps

Pull Request Review & Security Scan

Listens to GitHub PR webhooks, invokes a sandboxed code audit agent to inspect changed files, runs lint checks, and posts inline review comments.

GitHub Webhook → Agent Code Audit → Sandbox Lint → PR Comment
Customer Operations

Smart Support Ticket Triage

Receives customer support emails, searches your indexed knowledge base for matching solutions, drafts an AI response, and alerts on-call if urgent.

Support Email → Hybrid RAG Search → Draft Reply → Slack Notify
Finance & Operations

Razorpay Invoice Reconciliation

Polls daily payment capture events, matches amounts with internal transaction records, and exports GST-compliant ledger entries to Google Sheets.

Daily Cron → Payment Fetch → Reconcile Logic → Notion/Sheets Sync
Frequently Asked Questions

Workflow Automation FAQs

Technical details on DAG graph orchestration, retry policies, and throughput.

Build Resilient Workflows on Xarwiz

Combine visual drag-and-drop simplicity with enterprise-grade DAG execution and code-level control.