AI Workflow Automation
Voice & Automation

AI Workflow Automation

Internal ops that run without headcount.

BPO line items are expensive and brittle. We replace them with durable, observable, agentic workflows — built on Temporal, n8n, and custom orchestrators — that handle the long-running, multi-step work your team shouldn't be doing manually.

85%
Avg manual step reduction
4–12 wk
Typical timeline
60+
Workflows in production
99.8%
Workflow completion rate
Client outcome
85% average manual step reduction across production workflow deployments.
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StackTemporaln8nLangChainOpenAIPostgresRedisKafkaAWS Lambda

What we build

01
Durable workflow orchestration

Temporal-based workflows that survive server restarts, handle retries automatically, and maintain state across multi-day processes without data loss.

02
Document processing pipelines

OCR, classification, extraction, and routing for contracts, invoices, applications, and medical records — with human review queues for exceptions.

03
Human-in-the-loop workflows

Approval queues, exception escalation, and override capabilities — automation that knows when to ask a human, and who to ask.

04
Data integration & sync

Real-time event-driven sync between CRM, ERP, databases, and third-party APIs — without the fragile point-to-point integrations.

05
Revenue operations automation

Lead routing, quote generation, contract dispatch, and renewal workflows that run without a RevOps analyst in the loop.

06
Observability & cost dashboards

Per-workflow cost, step latency, exception rate, and SLA compliance tracked with automated alerting and weekly summary reports.

How we deliver

Week 1
Process mapping
We shadow your team to document the exact current-state workflow before designing the automated version. No assumptions.
Week 2–3
Architecture & tool selection
Temporal vs. n8n vs. custom — chosen based on workflow complexity, team ownership, and long-term maintenance cost.
Week 3–8
Build & test
Workflow built with full error handling, retry logic, and a test harness that simulates every failure path before production traffic.
Week 8+
Deploy & handover
Production deploy with runbook, observability dashboard, and team enablement so your team can own and extend it.
Evolve Edge team

From Evolve Edge

“Voice AI is deceptively easy to demo and brutally hard to ship reliably. We focus on production fidelity — latency, error handling, compliance — not demo polish.”

FAQ

Temporal or n8n — which is right for us?
Temporal for mission-critical, long-running workflows that can't lose state. n8n for operational automations that need fast iteration and a visual interface your team can maintain without engineers.
What kinds of workflows are best suited for this?
Document processing, approval routing, data sync, outreach sequences, renewal flows, and any multi-step process currently handled by a person following a checklist.
How do you handle failures mid-workflow?
Temporal's durable execution model means workflows resume from the exact point of failure. Every step retries with configurable backoff and alerts on final failure.
Can you automate workflows that involve human decisions?
Yes. We build structured human-in-the-loop queues with deadline escalation, audit trails, and override capabilities — automation handles 90%, humans handle the judgment calls.

Related services

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Ready to scope this?

Start your AI Workflow Automation engagement

A senior engineer will review your project and reply within one business day with a clear next step.