Many small businesses face the challenge of managing repetitive manual tasks that drain valuable time and resources. Centralized automation teams are often created to address this by building workflows and automations that streamline operations. However, this service desk model, where the team simply fulfills automation requests, can reach its limits as demand grows and maintenance burdens increase.
Key takeaway: Instead of focusing solely on building automations, successful automation teams shift their mission toward enabling every team within the organization to think and act like automation engineers. This cultural transformation reduces bottlenecks, distributes ownership, and ensures sustainable automation practices.
Why the Service Desk Model Hits a Ceiling
Initially, centralized automation teams effectively reduce manual work by creating workflows to automate routine tasks. However, as the number of automations grows, no single team can build and maintain all of them indefinitely. This creates a new bottleneck where the automation team becomes overwhelmed with maintenance and new requests, limiting the organization’s agility.
Moreover, building automations is becoming more accessible to non-engineers due to user-friendly tools. This accessibility shifts the automation team’s role from builders to strategic enablers who guide and empower others to create and maintain their own automations responsibly.
Four Principles to Build an Automation Culture
To move beyond the service desk model, automation leaders can adopt four guiding principles:
- Build the builders, not just the builds: Focus on training and enabling teams to build and maintain their own automations, reducing reliance on the central team.
- Require a baseline before building: Understand current processes and metrics before automating to ensure meaningful improvements.
- Choose the right tool for the problem: Select existing tools when possible instead of building custom solutions to reduce maintenance overhead.
- Make automations resilient: Ensure workflows have clear ownership, documentation, and error handling to sustain long-term usability.
Worked example (illustrative)
Scenario: A small marketing agency wants to automate lead follow-ups to save time for their sales team.
Inputs: Current process involves manually sending follow-up emails after initial contact, handled by one sales rep, taking about 2 hours daily.
Expected output: An automated workflow that sends personalized follow-up emails 24 hours after initial contact, freeing the sales rep to focus on closing deals.
Exception: Instead of the automation team building this workflow, they hold a training session with the sales team and a designated technical champion who learns to build and maintain the workflow using a no-code automation tool.
This approach empowers the sales team to own their automation, reduces dependency on the central team, and ensures quicker iteration and troubleshooting.
What to do next
Small businesses should start by identifying champions within each team who understand their processes well and can act as automation advocates. Provide these champions with training and resources to build and maintain automations. Establish clear standards for documentation and ownership to ensure automations remain reliable. Finally, evaluate existing tools before deciding to build custom solutions to optimize resources and reduce long-term maintenance burdens.
Sources and editorial notes
This article is based on insights from Romina da Costa, head of internal AI and automation at n8n, as presented in the blog post Why We’re Moving n8n’s Automation Team Beyond the Service Desk Model. The source supports the shift from a service desk automation team to an enablement-focused model and outlines four key principles for this transformation. The worked example and practical guidance are editorial suggestions by AutoSmallBiz and not derived from measured customer outcomes.
Leave a Reply