AI Workflows

What an AI workflow is

An AI workflow is a repeatable process with a clear start, AI-assisted steps, optional human approvals, and a defined outcome in your tools. Unlike a single chat prompt, workflows run the same way every time — with logging, retries and measurable results.

Building blocks

• Triggers: form submit, new lead, new ticket, schedule, webhook, email inbound
• AI steps: classify, summarize, extract, draft, score, translate, recommend
• Logic: conditions, branching, loops and fallbacks
• Human gates: review before send, publish or spend
• Actions: update CRM, create ticket reply, post draft, notify Slack/Teams
• Observability: logs, success/fail rates, cost per run

Workflow possibilities

• Lead → enrich → score → route → draft outreach → human approve → send
• Ticket → summarize → suggest reply → escalate if VIP/complaint
• Keyword input → brief → outline → draft → SEO checklist → editor queue
• Meeting recording/notes → action items → CRM tasks → follow-up mail draft
• Product feed change → update descriptions → QA → publish staging
• Inbound PDF/invoice → extract fields → validate → push to finance tool
• Social calendar → variants → brand check → schedule queue
• Support FAQ gap → draft answer → knowledge base update request

Tools and integrations

We connect workflows to the stack you already use: CRM, helpdesk, mail, CMS, e-commerce, spreadsheets, Slack/Teams and custom APIs. The goal is orchestration that fits your operations — not forcing a new platform for everything.

Design principles

• One owner and one success metric per workflow
• Idempotent steps so retries do not duplicate actions
• Clear failure paths and human escalation
• Brand and compliance rules embedded in prompts and checks
• Cost controls: caching, model tiering and rate limits

What you get

• Workflow map (trigger → steps → outcome)
• Working automation in staging, then production
• Runbook for your team: how to pause, edit and monitor
• Dashboard metrics or report of runs, savings and quality
• Roadmap to add the next high-ROI workflows

Related service

Need broader automation strategy first? Start with AI automatisering. Ready to design specific multi-step flows? AI workflows is the build track.