Case M.001 · 2025Florida CRE Intelligence

Meridian.

An autonomous research operation. Six hours of property work, reduced to eight minutes.

meridian / brickell / 03:42
Year
2025
Scope
End-to-end
Duration
11 weeks
Industry
CRE
Region
Florida
§ 01

The Problem

Pre-engagement

Six to eight hours of research before a property could be priced.

Every new lead meant a tour through a dozen disconnected sources — county property appraisers, SunBiz, LexisNexis, deed records, plat maps, tax history. Slow, inconsistent, the bottleneck on every transaction.

§ 02

What We Built

11 weeks · 2 engineers
A
Autonomous scrapers

Per-county Playwright crawlers for Florida's major property appraisers. Resilient, monitored, scoped.

B
Tool-use assistant

Claude with internal access to scrape, SunBiz, LexisNexis, and mapping tools. Multi-step reasoning under audit.

C
Canonical records

A Supabase database that resolves every variant of an address to one truth. The spine of the system.

D
Operator console

A Next.js console where Meridian analysts paste an address and walk away. Reports return enriched.

§ 03

Outcome

Q1 2026 · 12mo run
142,000
Properties enriched
97.4%
Auto-resolutions
~6h → 8m
Per-property research
§ 04

Selected Frames

Operator console · 6 of 18
FIG · 01console / chat
MERIDIAN
⌕ search…
DASHANALYTICS+ NEW BATCH
+ NEW CHAT
HISTORY
Phone for 100 NW 176…
Broward LLCs
Hello
ACTIVE
Broward MF
REAL ESTATE ASSISTANT
What's the phone for 100 NW 176?
What's the phone for 100 NW 176 St?
TOOL CALL
Searching addresses · 100 NW 176
100 NW 176 ST, Miami781-622-1000
Operator console — research conducted via chat. Tool-call cards animate as the assistant pulls from county scrapers, SunBiz, and LexisNexis in real time.
FIG · 02console / sidebar
+ NEW CHAT
HISTORY
What's the phone for 100 NW 176…
7m ago · 12 msg
Show me every property in Broward
1h ago · 6 msg
Hello
11h ago · 36 msg
Pause Miami batch
2d ago · 4 msg
ACTIVE BATCHES
2 running
Broward Multifamily
79%
Miami Office Q2
32%
Active batches dock — every running job, live progress, pause / resume per row.
FIG · 03address / file
MERIDIAN
⌕ search…
DASHANALYTICS+ NEW BATCH
ADDRESS FILE
100 NW 176 ST,
Miami, FL 33169
Miami-Dade County · seen in 3 batches
PRIMARY PHONE
781-622-1000
SECONDARY
786-555-0142
SUNBIZ ENTITY
ENTITY NAME
LIFE TECHNOLOGIES CORP
STATUS
Active
PARCEL ID
30-2115-016-0010
YEAR BUILT
1985
Address file — every property the firm has ever researched, surfaced as a permanent canonical record. Phones, owner LLC, parcel, and full reasoning.
FIG · 04address / phones
PHONE RESEARCH (LEXISNEXIS)
James Patterson
Matched: PATTERSON, JAMES E
COMPLETE
ALL CANDIDATES (3)
781-622-1000Landline
LIFE TECHNOLOGIES CORP
786-555-0142Wireless
J PATTERSON · brother
305-555-0199Landline
M SMITH
Phone reasoning panel — full SmartLinx column capture. The "best phone" is highlighted but every candidate is preserved.
FIG · 05batch / detail
MERIDIAN
⌕ search…
DASHANALYTICS+ NEW BATCH
BATCHES /
Broward Multifamily — April 2026
180 properties · processing · started 12m ago
142
8
6
24
ADDRESSCOUNTYBCPASUNBIZPHONESTATUS
1780 NW Miami CtMiami229-378-8237COMPLETE
100 NW 176 StMiami781-622-1000COMPLETE
3898 Pembroke RdBrowardREVIEW
19400 W Dixie HwyMiami646-321-1101COMPLETE
900 Park Centre BlMiami305-932-7719COMPLETE
Batch detail — every property in a single run, status per stage, pause / resume / retry, and one-click export to enriched Excel.
FIG · 06batch / new
MERIDIAN
⌕ search…
DASHANALYTICS+ NEW BATCH
← BACK
Upload a batch
to start scraping.
Drop a CoStar export to begin.
BATCH NAME
Broward Q2 2026
Drop CoStar Excel here
or click to browse
Cancel
Upload & Start
New batch — drop a CoStar export, name it, the pipeline takes it from there.
§ 05

Stack

Production
Next.js 14TypeScriptSupabaseAnthropic ClaudePlaywrightMapboxtRPCPostHog
— Principal · Meridian

They came in for eleven weeks, built the thing, and left it running. That alone was unusual. The work itself is a different category.