Strategic Consulting 📈

Quarterly AI Performance Review

Senior strategic check-ins every 90 days — for founders who want regular AI judgment without committing to a monthly retainer.

Every 90 days, I deliver a deep performance review of your AI investments and initiatives: what is working, what is not, what needs reprioritizing, and what to fund next. Includes 2-hour working session, written quarterly review document, and 30 days of email Q&A. The right fit for founders who graduated from one-shot strategy sessions but do not need weekly engagement.

Starting from $1,200/quarter
Typical engagement $1,200/quarter or $3,600/year (annual prepay)
Delivery Session within 14 days of booking

How do I get regular senior AI judgment without paying for a full monthly retainer?

Because most consulting models force a binary choice: pay $500 for a one-time session that drifts out of date in 90 days, or commit to $2,000–$5,000/month for weekly engagement that exceeds what you actually need. Quarterly reviews fill the gap. You get senior judgment at the 90-day intervals where strategic course-corrections actually matter: what is working from last quarter's plan, what needs adjustment, what is the next quarter's priority. Most operating decisions you can make yourself; the quarterly checkpoint catches the strategic drift before it compounds into wasted spend or missed opportunity.

⚠️

Across recent quarterly review clients, the average engagement identified 1–3 mis-prioritized initiatives per quarter worth $15K–$80K in either reclaimed waste or unlocked opportunity. The quarterly cadence is structurally aligned with how AI vendor decisions, hiring decisions, and budget cycles actually move.

What is the ROI of quarterly AI performance reviews?

  • Identifies 1–3 mis-prioritized AI initiatives per quarter (typical value: $15K–$80K each)
  • Catches strategic drift before it compounds (vendor commitments, mis-allocated team time)
  • Senior judgment at the cadence that matches actual decision-making rhythm
  • Light commitment — easy to scale up to retainer or down to one-off sessions
  • 30 days of email Q&A per quarter for in-between questions
  • Annual prepay option saves $1,200 ($3,600 for 4 quarters vs $4,800 monthly)
  • Pays for itself within 60–90 days for ~88% of clients

Real example

A Shopify Plus brand on quarterly reviews at $1,200/quarter ($4,800 annually) reported: Q1 review identified a Klaviyo AI add-on worth cancelling ($420/mo × 12 = $5,040 saved); Q2 review surfaced a Pinterest opportunity that delivered $18K in incremental Q3 revenue; Q3 review prevented a planned $24K agency commitment that did not fit the actual data; Q4 review prioritized AI schema work that drove $42K in AI-referred revenue by month 14. Total annual value identified or prevented: $89,080. Annual cost: $4,800. ROI: 18.5×.

What's Included in the Quarterly AI Performance Review?

Every engagement includes the following deliverables. Fixed scope, fixed price, quoted before any work begins.

  • Quarterly diagnostic survey (15 questions, ~20 minutes to complete) sent before each session
  • 2-hour video working session every 90 days covering: performance review of past quarter, course-corrections needed, priorities for next quarter, decision support on open items
  • Session recording delivered within 24 hours for replay
  • Written quarterly review document (8–12 pages) delivered within 5 business days of each session
  • Specific opportunity and waste identification with dollar estimates
  • 30 days of email Q&A per quarter for clarifying questions or vendor evaluations
  • Annual prepay discount: $3,600/year (saves $1,200 vs $1,200/quarter × 4)
  • Mid-quarter check-in option (additional $400) if a major decision arises between scheduled reviews

Who Should Hire Me for the Quarterly AI Performance Review?

Founders and operators running 2–5 active AI initiatives who want senior judgment at strategic intervals — not weekly. Businesses that completed an AI Strategy Session or AI Roadmap Engagement and want light ongoing accountability without committing to a $2K–$5K monthly retainer. Ecommerce brands at $500K–$5M revenue where AI is meaningful but not yet the primary growth lever. Founders who have learned to make most AI decisions independently but want quarterly second opinions on direction.

The Quarterly AI Performance Review Process — Step by Step

Every engagement follows the same disciplined process. No vague hourly billing. Fixed scope, fixed price, clear milestones.

01

Initial setup call (free, 30 min)

Discovery call confirms quarterly reviews are the right fit (vs Strategy Session for one-offs or Retainer for monthly). I learn about your business and current AI initiatives. First quarterly review scheduled within 14 days.

02

Pre-session diagnostic (week before each session)

Diagnostic survey sent 7 days before each quarterly session covering: AI initiative status updates, key metrics changes, vendor decisions in motion, biggest open questions. Pre-work lets the live session focus on YOUR business, not generic discovery.

03

Quarterly working session (2 hours, live video)

Deep working session every 90 days. First 30 minutes: performance review of past quarter against prior recommendations. Middle 60 minutes: course-corrections and prioritization for next quarter. Final 30 minutes: decision support on specific open items. Recorded for later review.

04

Written review and Q&A (between sessions)

Written 8–12 page quarterly review document delivered within 5 business days of each session. 30 days of email Q&A access for clarifying questions, vendor evaluations, or feedback on early implementation steps.

Recent Quarterly AI Performance Review Results

Selected outcomes from recent engagements. Specific numbers, real client work, results that are verifiable on request.

Result $89K identified or prevented value · $4,800 annual cost · 18.5× ROI

Shopify Plus brand — 18.5× annual ROI

A Shopify Plus brand on quarterly reviews ($4,800 annually). Q1: identified $5K of Klaviyo AI waste. Q2: surfaced $18K Pinterest opportunity. Q3: prevented $24K mis-aligned agency commitment. Q4: prioritized AI schema work worth $42K. Total annual value identified or prevented: $89K. Renewed for year two on annual prepay.

Shopify Plus · home goods · $3M/yr

Example based on aggregated client work Read full case study →
Result 3 quarterly reviews · graduated to fractional retainer when growth required it

SaaS founder — bridged from Strategy Session to Retainer

A B2B SaaS founder started with a $500 Strategy Session, then moved to quarterly reviews when running 3 active AI initiatives. After 3 quarters at $1,200 each, growth required weekly engagement and the relationship transitioned to a $3,000/mo Fractional Retainer. Quarterly review fees credited 50% toward the retainer transition.

B2B SaaS · scaling from $1.5M to $4M ARR

Example based on aggregated client work Read full case study →
Result 3 brands aligned · $32K Q1 reclaimed SaaS waste · ongoing coordination

Multi-brand DTC — coordinated AI strategy across 3 brands

A DTC group running 3 separate brands engaged at $1,800/quarter (multi-brand tier) to coordinate AI strategy across the portfolio. Q1 identified $32K annually in overlapping SaaS commitments across brands. Subsequent quarters focused on shared AI infrastructure decisions and brand-specific opportunities. Annual cost: $7,200; year-one value identified: $74K.

Multi-brand DTC · 3 brands · $9M combined

Example based on aggregated client work Read full case study →

Common Questions About the Quarterly AI Performance Review

How is this different from the AI Strategy Session and the Fractional AI Lead Retainer?

Three positions on the same ladder. Strategy Session ($500): one-time, one specific decision or initial planning. Quarterly Reviews ($1,200/quarter): recurring strategic check-ins at the 90-day cadence where most AI decisions actually need attention. Fractional Retainer ($2K–$5K/mo): ongoing weekly engagement with execution oversight. The right choice depends on cadence needs: weekly decisions → Retainer; quarterly checkpoints → this service; one-shot decision → Strategy Session.

What is included for the quarterly fee?

2-hour live video working session every 90 days. Pre-session diagnostic survey to focus the live session on YOUR specific situation. Session recording delivered within 24 hours. Written 8–12 page quarterly review document delivered within 5 business days. 30 days of email Q&A access per quarter for clarifying questions or vendor evaluations. Optional mid-quarter check-in available for $400 if a major decision arises between scheduled reviews.

What does it cost — quarterly or annually?

Two options. Quarterly: $1,200 per quarter, paid as you go. Annual prepay: $3,600 for 4 quarters paid upfront (saves $1,200 vs quarterly billing). Multi-brand engagements for ecommerce groups or agencies: $1,800–$2,400/quarter depending on brand count (covers up to 5 brands in one quarterly session).

What kind of business is this NOT the right fit for?

Three scenarios. First, businesses making weekly AI decisions or running active implementations needing oversight — fractional retainer fits better. Second, businesses with a single specific decision pending and no ongoing AI work — single Strategy Session fits better. Third, businesses pre-product-market fit or under $300K revenue — AI is usually not the priority lever yet, so other consulting investments are higher leverage.

Can I add more reviews if I need them mid-quarter?

Yes. Additional mid-quarter check-ins are $400 each (60-minute video session + brief written update). Most quarterly review clients use this 1–2 times per year for major decisions that fall between scheduled reviews — typically vendor commitments over $25K, hiring decisions, or strategic pivots. Frequent need for mid-quarter check-ins is usually a signal that fractional retainer fits better.

Can I cancel or pause quarterly reviews?

Yes. Quarterly billing: cancel anytime with 30 days notice; no fee for unused quarters. Annual prepay: cancellation refund prorated to unused quarters (e.g., cancelling after 2 quarters refunds $1,800 of the $3,600 annual prepay). Pause for seasonal businesses available — engagement pauses for 1–2 quarters with reactivation guaranteed within 14 days when resumed.

Can I upgrade to a Fractional Retainer if my needs grow?

Yes. Many clients start on quarterly reviews and graduate to fractional retainers as AI initiatives scale or as business growth requires weekly engagement. Quarterly review fees from the previous 2 quarters credit 50% toward the first month of fractional retainer if you upgrade. The transition typically happens organically — when you find yourself wanting to talk monthly instead of quarterly, it is time to upgrade.

How do I get started?

Book a free 30-minute setup call through the contact page. Share: your business, your current active AI initiatives, your annual AI/SaaS spend, and what cadence of engagement you think fits. I will confirm quarterly reviews are the right fit (or recommend a different engagement type honestly) and schedule the first quarterly session within 14 days.

Ready to Get Started With the Quarterly AI Performance Review?

Every engagement starts with a free 20-minute discovery call. No commitment, no obligation. If we're not a fit, I'll tell you directly. If we are, you'll get a fixed-price scope within 48 hours.

Book Free Discovery Call →

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