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Rivac AI Labs
Workflow & Business Process Automation

Managed Automation Operations

An automation that isn't monitored is a liability waiting to surface, a silent API change, a rate limit, or a data format shift can quietly break a workflow for weeks before anyone notices the downstream damage. This service takes over the ongoing care of automations already in production: watching for failures, triaging errors, tuning logic as source systems change, and keeping everything running the way it did on launch day. It's built for businesses that have automations live but no dedicated team to babysit them, and who'd rather have a monthly report and a fixed response commitment than find out about a broken workflow from an angry customer. The work is deliberately unglamorous, it's the difference between an automation that works for a demo and one that's still working reliably a year later.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Diagnose the current state of every live automation, cataloguing known issues, failure patterns, and monitoring gaps.

  2. 2

    Pilot the monitoring and alerting setup on the highest-impact automations first to confirm issues get caught before they cause damage.

  3. 3

    Review the monitoring thresholds and escalation process with the client to set expectations for response time.

  4. 4

    Operate the automations day to day: triaging errors, applying fixes, and tuning logic as source systems change.

What You Get

Deliverables from this engagement

  • Active monitoring and alerting across all managed automations
  • Error-triage and incident log with resolution times
  • Monthly operations report covering uptime, issues, and fixes applied
  • Ongoing tuning as connected systems and data formats change

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Monitoring Setup

  • Deployed Automation Inventory
  • Basic Health Check Script
  • Daily Log Review

Alert Handling

  • Error Detected
  • Severity Assessed
  • Ops Engineer Triage
  • Logged for Weekly Review

Resolution

  • Quick Fix Applied
  • Automation Restarted
  • Batched into Weekly Notes

Reporting

  • Incident Noted in Shared Doc
  • Monthly Summary Email to Client

Cloud-Native / Managed Services Architecture

Log Sources

  • Automation Platform Logs
  • Centralized Log Stream
  • Third Party Webhook Logs

Managed Monitoring

  • Cloud Log Aggregation Service
  • Managed Uptime Monitor
  • Automated Anomaly Detection

Ops Response

  • Managed Alerting Service
  • On Call Ops Engineer
  • Ticket Created in Helpdesk Platform
  • Fix Deployed via Managed Pipeline

Client Reporting

  • Managed Analytics Dashboard
  • Automated Monthly Report Generator
  • Client Facing Status Portal

Event-Driven & Automation-First Architecture

Triggers

  • Automation Run Completes
  • Event Emitted to Message Queue
  • API Rate Limit Warning
  • Source System Schema Change

Automation Layer

  • Event Router
  • Auto Classification of Error Type
  • Known Fix Pattern
  • Self Healing Script Executes
  • Escalation Task Created

Human Escalation

  • Ops Engineer Notified via Chat Webhook
  • Manual Fix Applied
  • Fix Pattern Added to Library

Reporting Loop

  • Resolution Logged Automatically
  • Scheduled Uptime and ROI Digest

Enterprise-Grade & Compliance-Ready Architecture

Governance

  • Automation Change Control Policy
  • Access Control Matrix
  • Approved Ops Runbook Library

Secure Monitoring

  • Role Based Monitoring Console
  • Encrypted Log Storage
  • Redundant Backup Monitoring Node

Incident Management

  • Incident Detected
  • Severity Classification
  • Formal Incident Ticket
  • Root Cause Analysis Record
  • Signed Off Remediation

Audit Reporting

  • Full Audit Trail Export
  • Compliance Reviewed Monthly Report
  • Client Governance Committee Review

AI-Augmented, Human-in-the-Loop Architecture

Data In

  • Automation Execution Logs
  • Historical Incident Library

AI Analysis

  • AI Anomaly Detection Engine
  • AI Suggested Root Cause
  • AI Drafted Fix or Config Change

Human in the Loop

  • Ops Engineer Review Queue
  • Fix Safe to Deploy
  • Send Back to AI with Notes
  • Human Approved Fix

Deployment

  • Fix Deployed to Production Automation
  • Automation Health Re Verified
  • Monthly Report Updated

Integration-Heavy / Ecosystem-Connected Architecture

Client Stack

  • Client CRM
  • Automation Ops Monitoring Core
  • Client ERP
  • Client Helpdesk Platform

Monitoring Core

  • Cross System Error Correlation
  • Impact Assessment Engine

Sync Layer

  • Helpdesk Ticket Sync
  • Client Chat Channel Sync
  • CRM Data Integrity Check
  • ERP Transaction Reconciliation

Governance Reporting

  • Joint Ops Review with Client Team
  • Unified ROI and Uptime Dashboard

More in Workflow & Business Process Automation

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Managed Automation Operations

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call