Diagnosing and fixing broken agency infrastructure.
A walkthrough of the Diagnose step of my “Designed to leave” work I usually do under contract, written as a hypothetical engagement at a 10–50 person advertising agency. The scenario identified 6 pain points and proposes 8 initiatives.
Executive Summary
A small advertising agency is hemorrhaging profitability due to fragmented systems and unclear decision-making processes. The engagement is an operational audit across 8 infrastructure areas, plus rebuilding pricing models, workflow architecture, performance metrics, and cross-functional coordination. The deliverable is a report that provides strategic clarity, and a roadmap towards improved margins and sustainable growth.
Scenario
Six pain points surfaced during my interviews with key staff:
- Task-completion mindset. The agency feels stuck in survival mode, limiting strategic planning and client recommendations. Maturation toward a strategic mindset is wanted.
- Decision bottlenecks. Management and decision-making structure has not evolved with headcount growth. All day-to-day decisions are made by 2 to 3 functional leaders. Leadership wants increased autonomy and ownership among middle managers.
- Creative quality concerns. Leadership is wondering whether operational changes could increase creative work quality enough to remain competitive.
- Underutilization. Productivity is below target. The agency wants to address this directly.
- Process gaps. Standardization of processes, templates, and best practices is perceived as lacking.
- Client behavior. Clients are notorious for poor strategic context in briefs, vague feedback during production, and quick churn (i.e. in less than one year).
My Proposal
Eight initiatives, sequenced and ready to deploy.
1. Strategic Mindset Shift
Problem. The agency is stuck in task-completion mindset. Teams keep doing what hasn’t worked instead of pivoting. Work lacks high strategic quality.
Solution.
- Implement a Creative Strategy Lab with weekly sessions where Strategists and Creatives proactively experiment with new concepts based on trend analysis, competitor research, and past performance data.
- Embed a Strategy Checkpoint before creative execution where Strategists must justify how each concept contributes to breakthroughs in client marketing strategy. Make this part of the agency’s SOP on all project schedule templates.
- Introduce structured Creative Retrospectives to analyze why creative concepts failed or succeeded in the market. Conduct after every project conclusion, but at minimum once per quarter on every client.
2. Bottlenecks & Decisions
Problem. Heavy reliance on functional leads for decisions creates bottlenecks. Hierarchical decision-making slows execution.
Solution.
- Redesign approval hierarchies to empower middle managers (direct reports of functional leads) to make decisions without top-level sign-off. Create a feedback loop for review of those decisions in weekly 1:1s between functional leads and their direct reports.
- Create pre-approved playbooks and decision trees so project teams can make informed calls without escalating every issue.1 Document these in the agency’s curated knowledge base.
- Restructure internal workflows to reflect new autonomy levels and track accountability. Create or modify automated workflow routing rules to assign approval tasks to middle managers, integrating decision-tree logic. Set automatic deadlines for approvals.
3. Creative Performance Metrics
Problem. Data visibility is weak. Internal dashboards lag the client-facing ones. The creative team does not consistently track time or resource allocation.
Solution.
- Audit existing metrics and evaluate them for relevance and coverage of all company-level goals. Retire or modify existing metrics, or implement new ones. What gets measured gets done.
- Improve internal dashboards to provide real-time visibility on creative performance, using tools like Looker, Tableau, or the existing workflow management tool.
- Communicate trend evolution of metrics to the entire agency regularly and transparently to align motivation and engagement behind shared goals.
4. Utilization & Resourcing
Problem. The team is underutilized due to inefficiencies in workflow, strategy bottlenecks, and lack of clear resource planning. Perceived utilization is between 50 and 70 percent. It should ideally be 90 or above. Actual utilization is not measured (no timesheets), capacity planning is not granular, there is no knowledge about how many projects or clients an individual can handle, and there is no formal tracking of resource allocation per client. Staff cost cannot be attributed to client revenue.
Solution. Implement a standardized Creative Workload Model.2 Assign point values to each creative task based on complexity. Assign each team member a daily maximum capacity. Incoming client work routes against available capacity rather than existing subjective conventions.
5. Intake & Approvals
Problem. Creative requests from clients lack strategic depth. Too much reliance on informal approvals. Revisions can be excessive, with some clients having too much input and others giving none.
Solution.
- Review the client briefing intake process. Ensure a standardized creative briefing template (ideally a ClickUp form so briefing information flows into the internal workflow automatically) includes must-have inputs before any work can start. Require strategic alignment upfront in a kickoff call or form submission where clients articulate business goals, not just requests.
- Set revision limits to reduce endless back-and-forth with difficult clients (for example, 2 revision rounds maximum unless explicitly contracted otherwise). Consider introducing flat-fee upcharges per extra round on the most notorious accounts. Emphasize the benefit of faster execution when revision limits are adhered to.
6. Process Documentation
Problem. SOPs exist but are weak in several areas across the agency. Project types are not standardized. There are no clear templates for common work streams. The workflow management tool is cluttered with outdated documentation, affecting efficiency.
Solution.
- Develop (or review and centralize) an Operations Playbook documenting standardized project types and execution workflows, role-based responsibilities and handoffs, and KPIs with their tracking methodologies.
- Review and edit existing documentation, focusing on a cleaner, structured hierarchy for active work and best practices.
- Implement templates for repeatable tasks and workflows in the workflow management tool.
7. Client Satisfaction
Problem. Clients do not proactively provide feedback unless prompted, making it hard to improve service quality. The current feedback system relies on occasional surveys, which don’t get completed.
Solution.
- Prepare and host Quarterly Business Reviews and establish them as the designated arena for relationship-level (not project-level) client feedback. Agree with clients to prepare feedback for each other and split presentation time equally between agency and client.
- Shift to live feedback sessions on projects where clients have been known to provide little to no feedback. Make client attendance a mandatory blocker on the schedule. While this might feel rigid initially, clients will appreciate the speed increase and the higher satisfaction with the work.
- Automate delivery of a customer satisfaction survey to the client as soon as a project launches. To increase completion rate, the survey must be simple and short (no freeform text fields), and account managers must tout the mutual benefit. Use NPS methodology asking clients to rate agency performance on quality of strategic insights, on-brief character of creative work, speed of project execution, and quality of customer service.
- Track client sentiment trends on client-facing Success Dashboards. Capture key qualitative feedback from QBRs there as well.
- Identify early warning signals for at-risk clients (for example, if rolling-average NPS in any of four measured categories dips by 2 points or more over one quarter, or whenever the primary client stakeholder changes). Automatically trigger an internal account review and planning session with agency leadership.
8. Automation & AI
Problem. Automation features of tools already in use are currently underutilized. AI tools for creative production and testing have been explored but not fully adopted. The agency does not take advantage of an AI assistant to serve up proprietary knowledge from its internal knowledge base.
Solution.
- Automate routine workflows. Auto-create new projects based on client intake form submissions. Auto-assign work based on capacity. Auto-update project statuses based on approvals. Auto-route tasks to the next owner based on project schedule. Auto-notify clients of overdue feedback or approval responses. Auto-forecast project milestones based on the chosen project template mapped against current team capacity. Auto-deliver client satisfaction surveys after every launch.
- Test and implement AI-powered creative production and testing tools as they mature.3
- Use the intranet’s available AI assistant so agency users can query the platform for relevant insights more easily, making discovery of good content in a vast repository less reliant on a cleanly organized index or folder structure.
Conclusion
Every creative services business is faced with unique challenges, and there never is a one-size-fits-all approach to solving them. Each engagement gets the audit, the diagnosis, and the proposal scoped to the shop in front of me. This eight-initiative playbook is the shape of the work, not the work itself.
- Two examples I drafted for the decision-tree section: “If client tenure > 1 month, middle manager approves; else functional lead approves.” “If most recent client NPS ≥ 7, middle manager approves; else functional lead approves.” The point isn’t the specific rules. The point is that every escalation that reaches a functional lead should be one the rules couldn’t pre-decide.
- The version of the Creative Workload Model I drafted: 3 points for high-complexity tasks like net-new creative concept creation, 2 points for medium like concept resize production, 1 point for low like client-feedback rounds. Each team member assigned a daily maximum (the example used 7 points). Incoming work routes against available capacity, not against subjective conventions.
- Tools I cited at the time as worth piloting for AI-assisted creative production and testing: smartly.io and superads.io. Tooling moves; the principle doesn’t. Pilot two, kill the worse one, codify the survivor.