What process automation covers
Process automation means running business processes as workflows rather than as human sequences. Common targets:
- Employee lifecycle — onboarding, offboarding, role changes. Provision accounts, create tickets, notify managers.
- Order-to-cash — quote → order → fulfillment → invoice → payment. Multiple systems, many hand-offs.
- Incident response — alert triaged, ticket routed, stakeholders notified, status updated.
- Lead lifecycle — capture → enrichment → scoring → routing → reporting.
- Approval flows — policy-based branching, human checkpoints, audit trails.
The distinction from integration
Integration (moving data between systems) is usually a component of process automation. A process automation workflow might trigger on a Salesforce change, enrich data from Clearbit, push to Marketo, create a ticket in ServiceNow, and notify Slack. The integration parts are the individual API calls; the process part is the sequence, branching, error handling, and audit.
Traditional iPaaS vendors sometimes draw a line between “integration” and “automation” — treating them as separate product areas. Modern orchestration platforms treat both as the same kind of work done at different levels.
Tray.ai’s approach
Process automation is part of the Intelligent iPaaS pillar. Workflows can:
- Branch on data conditions, loop over arrays, handle errors gracefully.
- Call AI models and agents as steps (via Merlin or via direct LLM connectors).
- Invoke human approvals where policy requires it.
- Log every step with full audit.
See customer stories where automation is the lead:
- DocuSign — lead routing cycle time reduced 70%.
- Auctane — 356% ROI in 3.6 months from IT operations automation.
- Cisco — 600M+ tasks processed per year across marketing and sales automation.
Where AI fits
The interesting modern pattern: adding AI to process automation without bolting it on separately. A lead-routing workflow gets smarter when an LLM enriches context. An onboarding workflow gets friendlier when an AI agent handles the first-day Slack outreach. Tray.ai’s AI-native posture makes that integration seamless — AI steps and non-AI steps share the same workflow, same governance, same audit.