Quarterly Business Review (QBR) deck — Customer Success Manager Capstone — SkilsMVP

What you'll produce

A presentable Quarterly Business Review (QBR) deck for Brightline Logistics at the end of its first quarter on RouteIQ — the meeting where you sit across from Maya (your champion) and the CFO (the skeptical economic buyer) and make the value visible. A QBR is the signature CSM move for proactively demonstrating value, continuously: it reminds a busy customer of concrete results they've already forgotten, ties an adoption gap to a missed outcome, surfaces risk early, and aligns on next quarter's goals — so that when renewal comes, the decision is already made. This artifact proves the Topic 5 skills that separate a strategic partner from a help desk: structuring a value story for an executive audience, grounding adoption claims in usage data tied to outcomes, and steering the relationship toward renewal eleven months before the deadline.

A QBR is the single most format-dependent artifact you'll ever build as a CSM — the value only lands if the CFO can see it across a conference table in thirty seconds. So this deliverable is graded on two things, not one: the value story (slide titles, the numbers on each slide, the framing) and two presentable visual assets you must actually produce — the empty-mile trend chart and the scorecard — built to slide quality, not described in prose. A spreadsheet of numbers is not a QBR; a chart the CFO reads at a glance is.

Instructions

State the one-line value headline first. Open the deck with the single result that matters most to the CFO, in plain ROI terms (e.g. dollars saved or empty-mile points cut), before any agenda. A QBR that buries the number loses the skeptic in the first two minutes.
Score progress against the success criteria you defined in Deliverable 1. For each criterion from the success plan, show a baseline → current → target line and a clear status (on track / at risk / hit). Do not introduce new goals here — you are being graded against the bar Sales and Maya agreed to.
Quantify the headline outcome with a baseline. Pick the contract's core promise (cut the empty-mile rate; give dispatchers real-time visibility) and show before-vs-now numbers, then translate it into money the CFO cares about. A percentage with no dollar figure does not move an economic buyer.
Show adoption with real usage data, segmented. Report active dispatchers vs. total seats and a usage trend — but go past a vanity "logins" number. Segment power users from laggards, because the gap is your most useful slide.
Tie one adoption gap to a missed outcome (the money slide for the upsell to come). Name the specific group not yet adopting, quantify the value they're leaving on the table, and frame it as opportunity, not failure ("close this gap and you capture another $X").
Surface a risk before the customer raises it. Name one real risk (a wary dispatcher faction, a key-person dependency on Maya, a data-quality issue) and pair it with the action you're already taking. Surfacing risk yourself builds trust; getting caught hiding it destroys it.
Propose 2–3 concrete next-quarter goals with owners and dates. Each should move a success criterion or close the adoption gap. Vague aspirations ("drive more adoption") fail; "train the 6 night-shift dispatchers by Aug 15, owner: you" passes.
End with a clear ask and the next checkpoint. State what you need from Maya and the CFO (a decision, a resource, a champion intro) and book the next QBR date. Leave the room with a scheduled commitment, not a vague "let's stay in touch."
Build the deck so it could go on a screen as-is — slide titles plus the bullets/key numbers on each slide and a one-line speaker note where the framing matters, so it reads as something you could present, not an essay. Each slide should carry one idea at exec altitude, not a wall of text.
Produce the empty-mile trend chart as a real, presentable visual. Don't describe the chart in words — render it. Hand-drawing, a spreadsheet/slide chart screenshotted to an image, a Markdown table that plots the trend, or ASCII/inline SVG all count, as long as the reader sees 27% → 21% falling across the quarter with the ≤ 22% target line marked. This is the "pause here" money slide — it has to read at a glance, the way a CFO reads it across the table. Label the axes and call out the dollar value next to the curve.
Produce the scorecard as a presentable visual, not a paragraph. Render the baseline → now → target → status grid as an actual table (or a colour-coded image) where the at-risk row is visibly distinct from the wins — red/amber/green, bold, or a status column a reader scans top-to-bottom in two seconds. An exec should know what's on track and what isn't without reading a sentence.
Submit the two visuals with the deck. Paste the chart and the scorecard inline where their slides live (Slide 4 and Slide 5 in the worked example), or attach them as images and reference them by slide. The deck is incomplete without both — a QBR that only talks about its charts hasn't demonstrated the skill the meeting is built on.

Worked example

(Presentable QBR deck — Brightline Logistics × RouteIQ — end of Q1, ~25 minutes. Audience: Maya, Head of Operations (champion); the CFO (economic buyer, skeptical, wants ROI proof before renewal). Renewal date: 11 months out. The two required visuals — the scorecard (Slide 4) and the empty-mile trend chart (Slide 5) — are rendered below, not described.)

Slide 1 — Title & value headline. "Brightline × RouteIQ — Q1 Business Review."

Headline, spoken before the agenda: "In your first 90 days, RouteIQ cut Brightline's empty-mile rate from 27% to 21% — that's roughly $61,000 in annualized fuel and labor savings, against a $48k contract. Here's how we got there and where the next gain is."

Slide 2 — Agenda & who's here.

Why you bought RouteIQ (30-second recap, so the CFO has context)
Results vs. the success criteria we set in January
Adoption: where we are and the one gap worth money
Risks we're managing
Q2 goals and what we need from you

Speaker note: name Maya as the exec sponsor and the CFO as the decision-maker on renewal — signals you know the room.

Slide 3 — Why Brightline bought (recap of the success plan).

Goal Maya fought for: cut empty miles and give 15 dispatchers real-time visibility instead of spreadsheets.
Success criteria agreed at handoff: (1) empty-mile rate from 27% → ≤ 22% by end of Q1 (on the path to the < 20% renewal target); (2) 12 of 15 dispatchers actively dispatching in RouteIQ; (3) dispatcher confidence up vs. the spreadsheet baseline.
The promise to the CFO: prove ROI before the renewal.

Speaker note: the 27% baseline is the verified fleet-wide figure from the success plan (Deliverable 1) — the same number we confirmed against Brightline's own dispatch history in onboarding (Deliverable 2). Don't let it drift between meetings; one baseline, traced end to end, is what makes the ROI un-arguable.

Slide 4 — Scorecard: progress against success criteria. (Required visual #1 — a scannable status grid, not a paragraph. The status column is the whole point: a reader runs it top-to-bottom in two seconds and the amber row jumps out.)

Success criterion	Baseline (Jan)	Now (end Q1)	Target	Status
Empty-mile rate	27%	21%	≤ 22%	🟢 Hit — beat target
Active dispatchers	0 of 15	9 of 15	12 of 15	🟠 At risk — night shift not on
Dispatcher confidence (1–5 survey)	2.4	3.6	4.0	🟢 On track

Speaker note: lead with the win (empty miles), then be honest about the one amber row — that honesty is what earns the right to the Q2 ask. On a real slide, the status colours do the talking before you say a word.

Slide 5 — The headline outcome, in dollars. (Required visual #2 — the "pause here" money slide. The chart, not the bullets, is what the CFO remembers; it has to read at a glance from across the table.)

Empty-mile rate — Brightline fleet, Q1
30% ┤
    │ ●27%  (baseline, Jan)
27% ┤  \
    │   \
24% ┤    ●24%
    │      \____  ← ≤22% target line ──────────────
22% ┤···········●·········································
    │            \●21%  (end Q1 — beat target)
20% ┤             renewal-year goal: <20% ───────────
    └────┬────┬────┬────┬──
        Jan  Feb  Mar  Apr
        ⮕ 6 points recovered ≈ $61,000/yr saved

Empty-mile rate 27% → 21% across the quarter (−6 points), through the ≤ 22% target.
Brightline runs ~4.2M miles/year; each empty-mile point ≈ $10,100/yr in fuel + driver time.
6 points recovered ≈ $61,000 annualized — a 1.3× return on the $48k contract, in the first quarter, before full adoption.

Speaker note: this is the slide the CFO will remember. Pause here. (The ASCII chart above is a stand-in; on a real slide it's a clean line chart — a screenshot, a slide-tool chart, or a hand-drawn one all count, as long as the falling curve and the two target lines are unmistakable.)

Slide 6 — Adoption: usage, segmented.

9 of 15 dispatchers active weekly (day shift fully on; night shift not yet trained).
Active dispatchers run 84% of their loads through RouteIQ vs. spreadsheets — deep usage, not just logins.
Power users (4 of 9) have stopped using spreadsheets entirely; they're the proof case for the rest.
Trend: weekly active dispatchers 3 → 6 → 9 over the quarter — climbing, not stalling.

Slide 7 — The adoption gap tied to an outcome (the money on the table).

The 6 night-shift dispatchers are still in spreadsheets — and night routes are where empty miles are worst.
Night shift is ~35% of total miles but is contributing almost none of the 6-point gain.
Modeled opportunity: bringing night shift to day-shift performance would cut empty miles a further ~3 points ≈ $30,000/yr — taking the fleet to ~18%, past the < 20% renewal target.
Framed as opportunity: "You've banked $61k from the day shift. The same play on night shift is worth another ~$30k and clears your renewal-year goal — that's the Q2 prize."

Slide 8 — Risks we're managing (surfaced early).

Risk 1 — Key-person dependency: the rollout leans heavily on Maya. Action: training a dispatch lead (Tomás) as a day-to-day RouteIQ owner so adoption survives any reorg.
Risk 2 — Night-shift skepticism: two senior night dispatchers are vocal spreadsheet loyalists. Action: a 30-min "show me it's faster" session using a power user's real routes, booked for July 8.
Risk 3 — Data quality: 4% of loads have bad ZIP data that weakens optimization. Action: a one-time data clean-up with Brightline IT, scoped this week.

Speaker note: you raise these before they do — it reads as control, not weakness.

Slide 9 — Q2 goals (owners + dates).

Onboard all 6 night-shift dispatchers → 15 of 15 active. Owner: you (CSM) + Tomás. By Aug 15. (closes the Slide 4 amber row and the Slide 7 gap)
Empty-mile rate to < 20% company-wide by end of Q2 — the renewal target from the success plan. Owner: Maya + dispatch team. (next ROI milestone; closing the night-shift gap gets us there)
Dispatcher confidence to 4.0/5. Owner: you, via two enablement sessions. (hits the last open success criterion)

Slide 10 — The ask & next checkpoint.

Ask of Maya: 90 minutes of night-shift dispatcher time for training before Aug 15.
Ask of the CFO: acknowledge the Q1 ROI on record, and let us put a mid-year ROI snapshot in front of you before the renewal conversation.
Next QBR booked: end of Q2 — same scorecard, with the night-shift gain on it.

Speaker note: leave with a scheduled date and a CFO who has verbally agreed the numbers are real — renewal is now eleven months of follow-through, not a cliff.

Rubric

The app's AI scores the learner's submission against these criteria and gives feedback. Levels: Needs work (1) / Solid (2) / Excellent (3). Passing = every criterion at Solid or above.

Value made visible (ROI headline) — 1: leads with activity/features, no dollar figure · 2: states a clear result up front · 3: opens with a quantified ROI headline (dollars vs. contract value) framed for the economic buyer.
Presentable visuals produced (not described) — 1: text-only — the chart and/or scorecard are described in prose, or one is missing · 2: both the empty-mile trend chart and the scorecard are rendered as actual visuals (image, plotted table, or inline chart), readable on their own · 3: slide-quality — the trend chart shows the curve falling through a marked target line with the dollar value called out, and the scorecard is colour-coded/scannable so the at-risk row is visibly distinct; an exec reads each in seconds without help.
Scored against the success criteria — 1: invents new goals or shows no baseline · 2: reports results against the agreed criteria with baseline → now → target · 3: an honest scorecard that names the at-risk item and earns the right to the Q2 ask.
Adoption tied to an outcome — 1: vanity logins only, or no usage data · 2: real usage segmented by user group · 3: names a specific adoption gap and quantifies the outcome/money it's leaving on the table.
Risk surfaced proactively — 1: no risks, or risks with no plan · 2: a real risk paired with an action · 3: surfaces risk before the customer would, each with an owner and a credible mitigation.
Next-quarter goals are concrete — 1: vague aspirations · 2: specific goals tied to the success criteria · 3: goals with owners, dates, and a clear ask + booked next checkpoint that steers toward renewal.
Coherence with prior deliverables & audience fit — 1: disconnected from the success/onboarding plan or wrong altitude for execs · 2: traces from Deliverables 1–2 and reads as a presentable deck with its visuals in place · 3: a tight, executive-ready value story — narrative and rendered visuals working together — that positions the CSM as a strategic partner to both Maya and the CFO.