
How much does the street outside shape a hotel guest’s stay?
More than the lobby does. Guests judge a hotel from the curb, and the City owns the curb. What a hotel can own is the record: what was reported, when, and what the City did about it.
Real streets. Real reports. Told straight, by the people who file them.

More than the lobby does. Guests judge a hotel from the curb, and the City owns the curb. What a hotel can own is the record: what was reported, when, and what the City did about it.

Not yet, and nobody can say by how much. The City has funded venue-area sidewalks and its first capital program, but no measured block-by-block baseline exists for the routes fans will walk. Readiness is a measurement question as well as a funding question.

A count of 311 requests tells a city what residents noticed. Only a record of what happened after, who owned it, when it closed, and whether the condition is actually gone, tells the public what was delivered.

No. Survey grade lasers cost hundreds of thousands of dollars a unit and $100 to $200 a mile to run, every few years. The vehicles already on the street carry cheaper eyes and pass every block far more often. What cities are missing is a cheap instrument on the right vehicle and a workflow into the City.

A pothole is a maintenance task with a three business day service level. A sidewalk is a construction job inside a $1.37 billion ADA settlement, with a 4,400 request backlog and a property owner duty attached.

Using the Los Angeles Controller's audit, New York's performance data, and our own filings, we estimate that a jurisdiction aware, structured front door could deflect 20 to 35 percent of phone contact volume tied to routine street conditions.

The City finished processing your 311 request and left a note. It does not necessarily mean the problem was fixed, and the note is often not visible to you. Here is what to do next.

From Taylor, Texas to Storey County, Nevada, small towns are absorbing hyperscale campuses with rural-scale public works. The grid gets the headlines. The streets absorb the growth.

If it works here, it works anywhere: 3.8 million residents, 1.4 million 311 requests a year, 23,000 lane-miles, a record $286 million liability bill, and three global events on a fixed clock. We live here.

Reporting graffiti in Los Angeles takes less than a minute. Getting it removed involves 311, the Office of Community Beautification, and nonprofit crews. That is the harder part.

Open CLARK AI, point your iPhone at the pothole, press and hold, and say what you see. CLARK AI measures it, files it through 311, and tracks it until the city reports an outcome.

A BID is an area where owners assess themselves to fund clean-and-safe crews. LA has 43, collecting about $65M a year, and each must show owners what they got.
None of this is a hotel’s fault. It is the hotel’s problem.
HotelsNone of that is nothing. It is also not a baseline.
LA28Outcome tracking cuts both ways; that is the point.
OutcomesThe sensor was the cheapest line on the sheet. Every time.
SensingThe gap is not concrete. It is data.
SidewalksOur sample is small and it says the same thing the audits say.
Call volumeThe system knows why your case closed, and you often can't see it.
ClosuresThe grid gets the headlines. The streets absorb the growth.
Data centersIf it works here, it works anywhere.
Why LAThe real measure is whether the loop gets closed.
GraffitiA photo alone often undersells a pothole.
PotholesAt renewal, owners vote again on one question: what did we get?
BIDs
BIDs & public realmHow much does the street outside shape a hotel guest’s stay?6 min read
How 311 worksAre Los Angeles streets ready for LA28?7 min read
How 311 worksWhy should cities track outcomes instead of counting submissions?6 min read
Street data & sensingDo cities need LiDAR to know what is wrong with their streets?15 min read
How 311 worksWhy do sidewalk repairs in Los Angeles take so much longer than potholes?9 min read
How 311 worksHow much 311 call volume can a city actually deflect?8 min read
How 311 worksWhat does "Closed - See Comments" mean on a MyLA311 request?6 min read
Growth & infrastructureData centers are moving to small towns. What happens to their streets?7 min read
Company & missionWhy did Tea For Streets launch CLARK AI in Los Angeles first?8 min read
Graffiti & public realmWhat happens after graffiti is reported in Los Angeles?7 min read
Using CLARK AIHow to report a pothole in the City of Los Angeles with CLARK AI5 min read
BIDs & public realmWhat is a Business Improvement District, and why do LA's 43 BIDs care about street conditions?4 min read