A 33-person AI agency in Portland set ambitious annual goals at their January planning session — $5 million in revenue, three new enterprise clients, a new data engineering service line, and SOC 2 certification. By April, the goals were already off track. Revenue was pacing at $4.2 million. The data engineering service line had not started because delivery was fully consumed by existing client work. SOC 2 preparation was stalled because nobody had been assigned to lead it. The enterprise pipeline had two prospects but no closed deals. The team was working hard but not on the priorities that mattered most. The annual plan sat in a shared drive, unreviewed since January, while the team defaulted to reacting to whatever felt most urgent each week.
The problem was not the annual plan — the goals were reasonable. The problem was the 12-month gap between setting goals and reviewing progress. Twelve months is too long to wait to discover you are off track. By the time you realize annual goals are at risk, you have lost the time needed to course-correct.
Quarterly planning bridges this gap. It breaks annual ambitions into 90-day sprints — focused enough to drive action, short enough to adjust when reality diverges from plan, and frequent enough to maintain accountability.
Why Quarterly Planning Works for Agencies
The 90-Day Horizon
Ninety days is the sweet spot for planning in agency environments. It is long enough to accomplish something meaningful — hiring a key role, launching a service line, completing a major client milestone — but short enough that the team can maintain focus and urgency.
Annual goals lose urgency because the deadline is always months away. Monthly goals are too short for most strategic initiatives. Quarterly goals create a natural rhythm of intense focus, execution, and reset.
Market Responsiveness
The AI services market changes faster than annual plans can account for. New technologies emerge, client priorities shift, competitive dynamics evolve, and economic conditions fluctuate. Quarterly planning gives you four opportunities per year to adjust your strategy based on current reality rather than 12-month-old assumptions.
Accountability Cycles
Quarterly planning creates natural accountability checkpoints. At the end of each quarter, you review what was accomplished against what was planned. This review is more meaningful than a year-end retrospective because the quarter is recent enough that people remember the context and can analyze what worked and what did not.
The Quarterly Planning Process
Pre-Planning: Data Gathering (Week Before)
Before the planning session, gather the data that will inform decisions.
Financial Data:
- Quarter-over-quarter revenue trend
- Gross and net margin for the quarter
- Revenue by client and service line
- Project profitability analysis
- Cash position and forecast
- Budget vs. actual comparison
Operational Data:
- Team utilization rates
- Project delivery performance (on-time, on-budget)
- Client satisfaction scores
- Employee satisfaction or engagement data
- Hiring pipeline status
- Open positions and time-to-fill
Market Data:
- Pipeline analysis (size, quality, conversion rates)
- Win/loss analysis for the quarter
- Competitive intelligence updates
- Industry trends affecting your clients
Previous Quarter Review:
- Status of each quarterly goal
- Completed vs. incomplete initiatives
- Lessons learned from the quarter
Distribute this data to all planning participants at least three days before the session. People should arrive informed, not spending the first hour learning what happened.
The Planning Session: Structure
Duration: One full day (8 hours with breaks). Do not try to compress into a half-day — strategic thinking requires time and space.
Location: Off-site if possible. Removing the team from the office eliminates interruptions and signals that this is important. If off-site is not feasible, book a conference room and enforce a no-interruptions rule.
Attendees: The leadership team — typically CEO/founder, COO/operations, sales lead, delivery lead, finance lead, and any other senior leaders (6-8 people maximum). More than 8 makes decision-making slow.
Facilitator: Ideally someone who is not also a decision-maker — an outside advisor, a board member, or a senior team member who can maintain process discipline. If no external facilitator is available, the COO typically facilitates while the CEO participates.
Session Agenda
Block 1: Previous Quarter Review (2 hours)
1A: Scorecard Review (30 minutes)
Review the quarter's key metrics against targets. For each metric:
- Did it meet, exceed, or miss the target?
- What drove the result?
- Is the trend positive or negative?
1B: Goal Review (45 minutes)
Review each goal from the previous quarter:
- Completed: Celebrate and capture what worked
- In progress: Is it still relevant? Should it carry over?
- Not started: Why not? Is it still a priority?
- Abandoned: Was abandoning it the right call?
Be honest about what did not happen and why. The most valuable learning comes from goals that were set and not achieved — understanding why reveals systemic issues.
1C: Key Learnings (45 minutes)
Open discussion about the quarter's biggest lessons:
- What surprised us?
- What did we learn about our clients, our market, or our capabilities?
- What process or approach should we change based on this quarter's experience?
- What external factors are we not accounting for?
Document these learnings. They inform the next quarter's priorities and prevent repeating mistakes.
Block 2: Strategic Context Setting (1 hour)
2A: Market and Competitive Update (30 minutes)
Brief the team on relevant market developments:
- Changes in client buying behavior
- New competitive threats or opportunities
- Technology trends affecting your services
- Economic or regulatory developments
2B: Annual Goal Check-In (30 minutes)
Review progress against annual goals. Based on the current trajectory and Q1 (or Q2, Q3) performance:
- Which annual goals are on track?
- Which are at risk?
- Do any annual goals need to be revised based on changed circumstances?
The quarterly plan should directly serve annual goals. If there is a disconnect between quarterly priorities and annual ambitions, one of them needs to change.
Block 3: Next Quarter Planning (3 hours)
3A: Priority Identification (60 minutes)
Brainstorm potential priorities for the next quarter. Each attendee proposes 2-3 priorities they believe should be focused on. Common priority categories:
- Revenue: New business targets, expansion targets, pipeline development
- Delivery: Process improvements, quality initiatives, capacity building
- People: Hiring priorities, retention initiatives, capability development
- Operations: Infrastructure improvements, tool implementations, compliance goals
- Strategic: New service lines, market expansion, partnerships
After collecting all proposed priorities, narrow the list through discussion. Ask for each proposed priority:
- How does this serve our annual goals?
- What is the consequence of not doing this next quarter?
- Do we have the capacity and resources to execute this?
- What is the expected impact?
3B: Goal Setting (90 minutes)
From the narrowed priority list, define 3-5 quarterly goals. More than 5 dilutes focus — if everything is a priority, nothing is.
Each goal must be:
- Specific: Clear enough that two people would agree on whether it was achieved
- Measurable: Has a quantifiable target or a binary done/not-done outcome
- Owned: Assigned to a specific person who is accountable for the result
- Resourced: The team has the capacity, budget, and authority to execute
- Time-bound: Must be achievable within the 90-day quarter
Goal format example:
Goal: Launch data engineering service line Owner: VP of Delivery Measurable target: First data engineering project signed and kicked off by end of quarter Key milestones:
- Service offering defined and packaged (Week 3)
- Marketing materials and case studies created (Week 5)
- First 5 prospects identified and pitched (Week 8)
- At least one signed engagement (Week 12)
Resources needed: One senior data engineer dedicated to offering development, $5,000 marketing budget
3C: Rocks and Responsibilities (30 minutes)
"Rocks" (borrowed from EOS/Traction methodology) are the critical initiatives that must happen during the quarter to achieve the goals. Each rock has an owner and a clear done/not-done outcome.
Rules for rocks:
- Each person should own 3-7 rocks maximum
- Every rock must be completable within the quarter
- Rocks should not be "business as usual" — they should be above-and-beyond priorities that drive strategic progress
- At the end of the quarter, each rock is either done or not done. No partial credit
Block 4: Execution Planning (1 hour)
4A: Resource Allocation (30 minutes)
Based on the quarterly goals and rocks, allocate resources:
- Do we need to hire anyone this quarter?
- Do we need to reallocate existing team members?
- What budget is required for each initiative?
- What trade-offs are we making (what are we NOT doing to focus on these priorities)?
4B: Communication Plan (15 minutes)
How will quarterly goals be communicated to the broader team?
- All-hands meeting to share the quarter's priorities
- Each rock owner communicates their initiatives to affected teams
- Quarterly goals posted visibly (in the wiki, on a dashboard, in the office)
4C: Weekly Accountability Rhythm (15 minutes)
Define how progress will be tracked during the quarter:
- Quarterly goals reviewed in the weekly leadership meeting
- Rock owners provide brief progress updates weekly
- Monthly deeper reviews to assess trajectory and make adjustments
- End-of-quarter review scheduled now (put it on the calendar)
Post-Planning: Communication and Kickoff
Within one week of the planning session:
Publish the quarterly plan. A simple document listing the quarter's goals, rocks, owners, and key milestones. Share it with the entire team.
All-hands meeting. Present the quarterly priorities to the team. Explain the reasoning behind each goal. Connect team members' daily work to the quarterly objectives. Answer questions.
Individual alignment. Each manager translates the quarterly plan into individual objectives for their direct reports. What does each person need to accomplish this quarter to support the team's goals?
Weekly Tracking During the Quarter
Quarterly planning is meaningless without weekly execution tracking.
The Weekly Scorecard
Review quarterly goal progress in every leadership team meeting:
- For each goal: Are we on track, behind, or ahead?
- For each rock: What was accomplished this week? What is planned next week? Any blockers?
- For key metrics: Are they trending in the right direction?
The 30-second update. Each rock owner gives a 30-second update: "My rock is on track. This week I completed X. Next week I am working on Y. No blockers." Or: "My rock is behind. The issue is X. I need Y to get back on track."
Monthly Check-In
At the one-month and two-month marks, do a deeper quarterly review:
- Are the goals still the right goals? (Has anything changed that should shift priorities?)
- Are we making sufficient progress to complete the goals by quarter-end?
- Do any goals need to be adjusted (not abandoned, but refined)?
- Are there resource or capacity issues that need to be addressed?
If a goal is clearly not going to be achieved due to changed circumstances (a major client departure, a market shift, a key hire that did not materialize), it is better to acknowledge this at the monthly check-in and adjust than to pretend everything is fine until the end-of-quarter review.
Common Quarterly Planning Mistakes
Too Many Goals
Setting 8-10 quarterly goals guarantees that most will not be achieved. The leadership team cannot focus on 10 things simultaneously, and the broader team cannot absorb that many competing priorities. Three to five goals force prioritization and increase the probability that each goal receives adequate attention.
Goals Without Rocks
Saying "grow revenue 15%" is a goal. Saying "close 3 new enterprise deals by implementing the ABM campaign targeting healthcare companies" is a goal with an execution plan. Goals without specific execution steps (rocks) are wishes, not plans.
No Weekly Tracking
Setting quarterly goals in an energized planning session and then not reviewing them until the next quarterly planning session produces the same result as not having goals at all. Weekly tracking is what converts goals into completed initiatives.
Overriding the Plan with Fire Drills
Agencies are reactive by nature — client emergencies, sales opportunities, and operational issues constantly demand attention. Quarterly goals get deprioritized in favor of whatever is urgent today. The discipline of quarterly planning is maintaining focus on the important despite the constant pull of the urgent.
The test: When a new request comes in that is not aligned with quarterly priorities, ask: "Is this more important than our quarterly goals?" Sometimes the answer is genuinely yes (a major client crisis, a once-in-a-year opportunity). More often, the answer is no, and the urgent request should be handled within existing capacity without derailing strategic priorities.
Not Adjusting
The opposite extreme — rigidly sticking to the original plan when circumstances have clearly changed — is equally problematic. Quarterly planning includes the flexibility to adjust. If a key assumption proves wrong at the one-month mark, adjust the plan. Do not pretend reality has not changed.
Skipping the Review
The end-of-quarter review is where learning happens. Skipping it — or rushing through it to get to next quarter's planning — means you lose the feedback loop that makes each subsequent quarter better. Allocate serious time for the review, even when the quarter's results were disappointing (especially when they were disappointing).
Your Next Step
If you do not currently run quarterly planning, schedule your first session for the beginning of next quarter. Block a full day for the leadership team. Gather the financial and operational data described in this post. Use the agenda template as your starting guide. At the end of the day, you should have 3-5 goals with owners, measurable targets, and execution milestones. Then track them weekly. The first quarter of formal planning will feel imperfect — your goals might be too ambitious, your tracking might be inconsistent, and the process will feel new. That is fine. By the third quarter, the rhythm will be natural, the goals will be better calibrated, and you will have a leadership team that thinks in 90-day execution cycles. That operational discipline is what separates agencies that grow intentionally from agencies that drift.