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Usluge/AI/AI Workflows

AI

AI Workflows

End-to-end AI workflows: triggers, steps, branching, approvals and integrations — designed for reliability, not one-off prompts.

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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.

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