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Trade area isochrones for new store screening at scale

Trade area isochrones for new store screening at scale
Site selection is one of the more expensive decisions a retail business makes. A bad site choice is not obviously wrong on day one — it shows up two years later in a lease you cannot exit, a store that does the same revenue as the one you opened ten kilometres away for a third of the rent. The canonical defence is a trade area analysis: define a polygon around each candidate site that represents "...

Mapping health data to boundaries without storing PII

Mapping health data to boundaries without storing PII
Epidemiologists need case counts at the postcode, census tract, or health district level. They do not need the patient's home address sitting in a reporting database three years after the case was closed. The problem is that most pipelines are built backwards: they store the full address first, attach the boundary code as a derived field, and rely on a scheduled deletion job that either never gets...

Solar feasibility from an address: terrain as a first-pass signal

Solar feasibility from an address: terrain as a first-pass signal
Solar installers spend money the moment a surveyor gets in a van. Fuel, labour, equipment — a site visit to a property that turns out to be shaded for six hours a day, sitting on a north-facing slope, or sitting at an altitude where panel efficiency curves drop off, is money you cannot recover. The industry standard response is to pre-qualify leads with satellite-derived irradiance tools, but thos...

Validating shipping addresses at checkout with geocoding

Validating shipping addresses at checkout with geocoding
A customer types their shipping address. You display an order summary. They click "Place Order." Somewhere between that click and the driver scanning the parcel at the doorstep, the address turns out to be wrong — the flat number is missing, the postcode belongs to the next town, the street name is one letter off from the real street. The parcel comes back. You reship. The customer opens a support...

Address serviceability checks for telecom footprints

Address serviceability checks for telecom footprints
Every ISP and telco answers the same question a million times a day: is this address inside our service footprint? The question looks trivial until you run the query at scale — half a million address lookups per day during a marketing campaign, forty thousand concurrent sign-up form submissions when you announce a new market, and a back-office batch job that runs nightly to refresh the serviceabil...

Cutting failed deliveries with clean geocoded addresses

Cutting failed deliveries with clean geocoded addresses
A failed delivery is not a driver problem. Nineteen times out of twenty it is an address problem — a missing apartment number, a road that changed name three years ago, a postcode that belongs to a sorting office rather than a residential street, or a freeform address field that a customer typed on a mobile phone in five seconds at checkout. By the time the driver is standing at the kerb with an...

Why teams pool geocoding credits instead of buying per-seat

Why teams pool geocoding credits instead of buying per-seat
Per-seat software pricing made sense when the resource being sold was a human-hours story — a licence to use a word processor, a seat in a CRM, a user account in a project-management tool. Usage scales roughly with headcount, so headcount-based billing is a fair proxy for consumption. Geocoding is not a human-hours story. It is a data-volume story. One analyst uploading a single 200,000-address fi...

Address verification at loan application time: a practical guide

Address verification at loan application time: a practical guide
A bad address on a loan application costs money in at least four separate places. First, at origination, when a compliance check bounces the file because the stated address does not match the property in the county recorder system. Second, at closing, when the title search comes back ambiguous because "St" was expanded to "Street" in one database and truncated to "St." in another and the records d...

Cleaning hotel inventory addresses from many suppliers

Cleaning hotel inventory addresses from many suppliers
Hotel inventory aggregators run on a dirty secret: the same property appears in their database dozens of times. Supplier A calls it "Radcliffe Hotel & Conference Ctr, 14 Broad St". Supplier B sends "Hotel Radcliff, 14 Broad Street, Floor Lobby". Supplier C sends coordinates that are 80 metres off — close enough to be the same building, far enough that a naïve proximity check splits them into two r...

Mapping utility service territories and outages with geocoding

Mapping utility service territories and outages with geocoding
Every outage report is a coordinate. Every field crew is a territory. The gap between the two — "which district does this fault belong to, who owns the feeder, and which crew runs that feeder?" — is a classification problem that most utility and telecom operations teams solve with a static shapefile that someone exported from a GIS desktop in 2019 and embedded in the SCADA middleware. The shapefil...