We design and build AI workflows, agents and integrations that take the repetitive work off your team's plate — onboarding, support, reporting, content ops, lead routing. Senior-led AI automation Australia — part of our workflow automation Sydney practice.
AI automation at Sumit Brands is a workflow engineering service that replaces manual, repetitive business processes with automated systems built on Make, n8n, or Zapier, connected to AI reasoning layers via OpenAI, Claude, or Gemini APIs. Common automation targets include employee onboarding sequences, customer support routing, internal reporting, content operations pipelines, and lead qualification workflows. Research across typical professional services teams suggests five to twenty hours of automatable work per employee per week. Simple single-step workflows are operational within one week; complex multi-agent systems requiring decision logic, exception handling, and human-in-the-loop escalation take three to six weeks to build and test. Every deployment includes structured logging, real-time monitoring, documented fallback procedures, written runbooks for internal operations teams, and staff training sessions to ensure the business can manage and modify automations without ongoing vendor dependency.
Most teams have 5–20 hours a week of low-leverage work that could quietly disappear with the right automation. We map them, prioritise by ROI, then build — using LLMs, n8n, Make, Zapier, custom code, or a mix of all four.
We also make sure the automations don't break in two weeks. Logging, monitoring, fallback paths, and a runbook for your team.
We sit with your team and map every repetitive task worth automating.
OpenAI, Claude, Gemini wired into your tools — with proper guardrails.
Multi-step agents that handle support tickets, research, drafting, routing.
Briefs, drafts, edits, repurposing — at scale, in your tone.
Routing, scoring, enrichment, follow-ups — connected to your CRM.
Logs, alerts, runbooks. You know when something needs a human.
Lead enrichment, qualifying, routing. Customer support triage. Content repurposing. Reporting + dashboards. Internal chatbots over your docs. Finance ops. Research + outreach.
No — we use what fits. n8n for self-hosted, Make for visual, Zapier for fast wins, custom code when it's worth it.
Self-hosted models or data-residency-aware providers when needed. Australian-hosted infra. We can sign DPAs.
Yes — every project ends with a runbook and a handover session.
30-min discovery call. We'll come back with a real proposal — not a PDF brochure.
