// for airgarage · general manager, west region

What a GM, West Region actually owns at AirGarage.

A research note on the role. Where the function sits in 2026, what the first ninety days should look like, the three metrics that matter, the questions worth asking in the interview, and the risks worth naming out loud.

written: June 2026 · v1
target_role: General Manager, West Region
function: Multi lot regional P&L
reports_to: VP / SVP Operations

AirGarage's GM West Region seat is not a regional management role. It is a multi unit P&L operator seat across the lot portfolio. The right operator runs it like a franchise region: cohort the lots by maturity, instrument owner retention signals early, and turn the platform into a margin compounding machine instead of a parking management vendor.

// 01 — where airgarage sits today

Parking is a real estate business pretending to be a tech business.

Four observations from the public record. Each is the kind of thing the team running the function thinks about every Monday morning.

Signal · category disruption thesis

The bet is replacing legacy parking operators

AirGarage takes over surface lots and undermanaged garages from owners, installs tech (LPR cameras, mobile pay, dynamic pricing), runs them better than LAZ, ABM, or Republic, and splits the upside. The thesis is that traditional parking operators run on 1990s margins because their cost structure is built for 1990s labor. The proof point is operating margin per lot in mature markets.

Signal · two sided market reality

The customer is the lot owner, not the driver

Drivers are the volume. Lot owners pay the bills. Every operational decision touches both sides: pricing models, signage, enforcement, refund policy, payout cadence. A GM who confuses driver experience with lot owner economics will optimize the wrong variable. Most parking ops people came up on one side or the other. The function needs someone fluent in both.

Signal · multi unit regional scale

The West Region is dozens of P&Ls, not one

Each lot is a unit with its own revenue curve, its own cost structure, its own owner relationship, and its own city compliance regime. A region of 50 to 200 lots is the same operating problem as a multi state franchise portfolio with 50 to 200 units. The discipline is identical. Only the unit type changes.

Signal · city compliance friction

Cities are getting tighter on operators

Parking is regulated jurisdiction by jurisdiction. San Francisco, Los Angeles, Seattle, and Portland have all tightened rules in the past 24 months on enforcement, refunds, ADA compliance, and zoning use. A West Region GM is signing off on operational decisions that touch local regulators, not just national ones. Audit ready ops is not optional.

// 02 — the 30 / 60 / 90

What the first ninety days actually look like.

Three things any West Region GM owns from day one. The regional P&L, the lot owner relationships, and the operating discipline that lets each lot compound instead of leak.

Stabilize.

days 1 → 30
  • Walk eight lots in the first two weeks. Two best performers, two worst performers, two mid stage, two recent launches. Read the rates and the enforcement logs before the visit. The lot will tell the story. The story is rarely what the dashboard says.
  • Lot owner roundtable, eight conversations. Pick the largest owner by lot count, two with active renewal coming up, two new owners post launch, two long tenure, and the one most likely to walk. Where the owners agree on a complaint, that is the platform issue. Where they disagree, that is the operating opportunity.
  • Read the loss list. The lots the region has lost in the last 18 months. Categorize the causes. The pattern of loss is the pattern of where the operating model is leaking.
  • Cross functional listen tour. Product, partnerships, customer support, finance, compliance. Each function has an opinion on what the West Region needs. Some opinions are right. Some are loud. Document both.

Compound.

days 31 → 60
  • Build the regional operating dashboard. Twelve metrics per lot, instrumented weekly, benchmarked against the region. Revenue per stall, occupancy, refund rate, complaint volume, enforcement compliance, owner payout timing, NPS where applicable. The dashboard is for the lot ops lead first and the regional review second.
  • Standardize the dynamic pricing playbook. Pricing is the highest leverage operating variable in parking. Most lots are mispriced in at least one of four ways: time of day, day of week, event premium, or proximity tier. Build the testing framework. Run two structured tests per lot per quarter.
  • Owner retention early warning model. The lot owners most likely to walk in the next 12 months are predictable today. Cadence of complaints, slippage in payout timing, declining communication from the owner side. Build the model. Hand the alerts to the partnership team with a defined intervention playbook.
  • City compliance audit by jurisdiction. San Francisco, Los Angeles, Seattle, Portland, Las Vegas, Phoenix. Each city has its own rulebook. Document which lots are exposed to which regulations. Get ahead of the audits that are coming, not the ones that already came.

Scale.

days 61 → 90
  • Quarterly West Region Operating Index. Anonymized lot owner benchmarking shared back with owners. Each owner sees where their revenue per stall sits relative to similar lots in similar markets. The transparency lifts the floor without naming names. It also becomes the strongest possible argument against owner side defection.
  • New lot launch readiness framework. A staged go or no go gate at week minus 4, week minus 1, and day of launch. Each gate is keyed to operating signals, not enthusiasm. The team that has launched 100 lots should not be relearning the same launch mistake on the 101st.
  • Owner advisory council, six members. Lot owners across band, paid in fee credit or platform access, monthly. They become the source of truth on what to ship next from the platform team, and a referral engine into similar owners.
  • Operating model handoff to the regional team. Documented, instrumented, repeatable, owned by the field managers and the partnership leads. The GM's job is not to run lots. It is to make sure every lot can be run well by the operator on the ground, with the right architecture behind them.
// 03 — three metrics

The three things I'd watch from day one.

Not a dashboard of fifty KPIs. Three numbers that, if they move, the rest of the region moves with them.

Metric · 01
Revenue per stall trajectory
target: +12 to +18% in mature lots, year over year
The single best measure of whether the operating model is working. Mature lots, defined as 12+ months on the platform, should compound revenue per stall as pricing tunes and enforcement tightens. If mature lots are flat, the dynamic pricing playbook is calibrated for the wrong variable.
Metric · 02
Owner retention by cohort
target: 90%+ at month 18 for owners signed in the last 24 months
The platform thesis only works if owners stay. Owner churn in the first 18 months is recoverable. Churn after month 18 is a structural product or operating issue. Cohort the owners by signing quarter and watch the curve.
Metric · 03
Complaint cost per 1,000 transactions
target: trending down, weekly
Complaints are a leading indicator of refund volume, enforcement issues, and city regulator attention. A region with complaint cost trending up is two quarters away from a city compliance review. A region with complaint cost trending down is compounding. Watch weekly.
// 04 — competitive landscape

Where AirGarage wins and where it has to defend.

Four competitors across two business models. The legacy operators have density and incumbency. The marketplace players have demand. AirGarage sits in a third position with the lot owner as the customer.

AirGarage LAZ / ABM (legacy) SpotHero ParkMobile
Operating model tech first operator labor heavy demand side marketplace payment platform
Tech stack (LPR + mobile pay + dynamic pricing) native retrofit payment only payment + ANPR partner
Owner economics (revenue share) advantaged opaque n/a, driver side n/a, driver side
US geographic density growing incumbent strong urban strong urban

Hypothetical revenue per stall by lot tenure cohort

illustrative · directional
month 1 to 3
baseline
month 4 to 9
~+22%
month 10 to 18
~+38%
month 18+
~+48%
Read: the lot maturity curve is where the platform thesis pays off. If revenue per stall is flat from month 4 onward, the dynamic pricing playbook is not calibrated correctly. A GM should be able to read the cohort curve and know within a week whether the operating model is compounding or stalling.
// 05 — questions worth asking

Six questions I'd want answered in the interview.

The point of these is not to demonstrate that the JD got read. The point is to surface where the team thinks the function is weakest, so the first 30 days do not get spent rediscovering what leadership already knows.

01

What is the West Region's lot retention rate at the 18 month mark, and how does it compare to other regions?

If retention is materially below the company average, the operating playbook needs work. If retention is at or above average, the leverage is on revenue per stall.

02

How is dynamic pricing currently calibrated, and who owns the pricing logic per lot?

Pricing in parking is the highest leverage operating variable. If pricing is centralized in product, the GM's role is to influence inputs. If pricing is field controlled, the GM owns the testing framework. Different answer, different first move.

03

Which cities in the West are the riskiest from a regulatory standpoint right now?

City compliance friction is asymmetric. Three cities probably account for 70% of the regulatory exposure. Knowing which three shapes the audit ready posture.

04

What does the lot owner advocacy program look like today?

The strongest moat AirGarage has is the willingness of existing owners to refer new owners. If that motion is formal and instrumented, the GM amplifies it. If it is tribal, that is the first 90 day build.

05

What is the current ratio of revenue from event premium pricing to baseline pricing?

Events (sports, concerts, conventions) are the surge demand that operators chase. The ratio tells whether the lots are positioned to capture surge or just take baseline. The number is usually lower than the team thinks.

06

What does success at the 12 month mark look like for this role specifically?

Not the revenue number. The team change, the cadence change, the leading indicator that says the region compounds even if Q4 misses by a few points.

// 06 — where the risk lives

Four risks worth naming out loud.

Honest read on what could trip the function. The point of writing these down is to be ready for them, not to talk anyone out of the bet.

Risk · 01

The unit economics depend on enforcement

AirGarage's margin advantage over legacy operators partly rests on tech driven enforcement (LPR scanning, mobile flagging). Cities that restrict enforcement tooling (cameras, license plate use, automated ticketing) put pressure on the model. The West Coast has some of the strictest privacy law on this. A GM who ignores the regulatory layer is one ordinance away from a margin hit.

Risk · 02

Lot owner trust is slow to build, fast to lose

The owner side is a high trust low frequency relationship. One missed payout, one mishandled complaint, one slow response to a city audit, and the owner starts shopping. There is no analog to driver side LTV recovery here. The operating discipline has to be calibrated for that asymmetry.

Risk · 03

Centralized product versus regional reality

The product team builds for the median lot in the company. The West Region has lots that look nothing like the median: dense urban garages with structured pricing tiers, event driven volume cycles, mixed use developments. If the product roadmap does not reflect the regional spread, the GM is operating with the wrong tooling. Surfacing that gap is part of the role.

Risk · 04

Talent retention in field ops

Multi unit field ops at growth stage companies has a high burn rate. The lot specialists and city leads in the West Region carry tribal knowledge of owner relationships and city quirks. Lose two key people and the region loses 12 months of context. Compensation and career path discipline at the field level is a GM responsibility, not an HR one.

The fuller portfolio at kiyonglee.com is the canonical record of how I think about operating businesses, multi unit P&Ls, and the regional architecture that lets the field run.

$ cat ~/kiyonglee.com →
// let's talk

Twenty minutes is enough to see if this lands.

If the diagnostic reads true to how the West Region feels from the inside, a working call is worth setting up. If it reads wrong, that is also useful information.

Start the conversation

// sources

  • AirGarage · product positioning, lot owner economics, and platform thesis
  • AirGarage funding announcements and investor commentary (Series A and follow on rounds)
  • San Francisco, Los Angeles, Seattle, and Portland city ordinances on parking enforcement, refunds, ADA compliance, and license plate use
  • Industry coverage on legacy parking operator margins (LAZ, ABM, Republic, Impark) and category disruption thesis
  • Operating discipline references from twenty one franchise units across six states under Whole Foods, Walmart, Sam's Club, and Target contracts
// note: A public research note. Not endorsed by, affiliated with, or commissioned by AirGarage. All observations drawn from publicly available company communications, press releases, regulatory filings, and industry side market knowledge. The fuller portfolio at kiyonglee.com is the canonical record.