Lease abstraction. Tenant intelligence. $1B+ unlocked .
VZU's real estate playbook. Lease abstraction. Tenant intelligence. Location performance. Built world insights. Powered by Hunter (pull), Nova (surface), and Vega (voice) on the VZU OS runtime. The brief is the contract. The work is the work. The audit trail is per-clause.
Industry
Real Estate
1.4M
Leases abstracted
Direct answer
What does VZU do for real estate?
VZU's real estate playbook is lease abstraction, tenant intelligence, and location performance on the VZU OS runtime. Hunter pulls the lease. Nova designs the surface. Vega runs the voice. Real deployments: Cushman & Wakefield lease abstraction, Leading CRE firm $1B+ growth capacity unlocked without headcount.
Use cases
Five deployments. Real numbers.
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Lease abstraction
Cushman & Wakefield. 1.4M leases abstracted. AI + digital strategy for built world insights. The Hunter agent pulled the lease. The Quill agent abstracted the clause. Per-clause audit trail.
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Tenant intelligence
Leading CRE firm. $1B+ growth capacity unlocked without headcount. The Hunter agent pulled the tenant data. The Quill agent reconciled the lease ledger. The Atlas agent built the dashboard.
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Location performance
F50 broadcaster property data. The Hunter agent scraped the comps. The Kai agent built the model. The Nova agent designed the dashboard. Per-property audit trail.
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Inbound voice for leasing
Vega agent runs the leasing call. Sub-200ms p50. 14 languages. CRM writeback via MCP. The Vega agent books the tour. The Vega agent escalates to a human when needed.
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Built world insights
AI + digital strategy for the built world. The Hunter agent pulls the comps. The Kai agent computes the rent comp. The Quill agent reconciles the lease. The audit trail is per-record.
A case study · Cushman & Wakefield
1.4M leases. AI + digital strategy. The seam is the work.
Chapter 01 · The brief
A global CRE firm, buried under 1.4M leases.
A global CRE firm ran 1.4M leases across 92 countries. Each lease was 40-200 pages of clauses, options, escalations, and rider amendments. The lease abstraction desk was 240 people. The work was 90% mechanical. The firm wanted to free the desk for the 10% that needed a human.
The brief from the firm was specific. Build an abstraction pipeline. Hit 95%+ accuracy on the standard clauses. Hit 90%+ on the rider clauses. Build a per-clause audit trail. The work had to scale. The cost had to fall. The audit posture had to hold. The brief is the contract. The work is the work.
1.4M
Leases abstracted
Chapter 02 · The architecture
Hunter, Quill, and Nova on the VZU runtime.
The Hunter agent pulled the lease from the document store. The Quill agent abstracted the clause. The Nova agent designed the surface. The audit trail is per-clause. The reconciliation is per-record. The dashboard is editorial-grade.
“$1B+ growth capacity unlocked. 240 people freed for the 10% that needs a human. The audit trail is per-clause. The seam is the work. VZU ends the seam.”
Chapter 03 · The result
$1B+ growth capacity unlocked. No headcount added.
The pipeline shipped in 14 weeks. 95%+ accuracy on standard clauses. 90%+ on rider clauses. $1B+ growth capacity unlocked without adding headcount. The audit posture is the runtime. The brief is the contract. The work is the work.
$1B+
Growth capacity
The Hunter agent · A real scraper in production
Watch the Hunter agent pull a lease.
The Hunter agent is the resilient web scraper. Headless browsers. Proxy rotation. Anti-bot handling. The lease lands in the runtime. The audit trail records the run. The brief is the contract.
- 01hunter › read brief
read brief
- 02hunter › thinking: bayut scraper. 50k+ listings. daily. 2 weeks.
thinking: bayut scraper. 50k+ listings. daily. 2 weeks. : bayut scraper. 50k+ listings. daily. 2 weeks.
- 03hunter › mcp.robots.check
allowed paths: /properties/*, /agents/* : /properties/*, /agents/*
- 04hunter › mcp.proxy.rotate
1,200 residential proxies
- 05hunter › mcp.scrape.run
playwright + stealth, 5s/listing
- 06hunter › mcp.data.deliver
csv to s3 : //vzu-data/bayut/yyyy-mm-dd.csv
- 07hunter › mcp.schedule.cron
daily 03 : 00 utc
- 08hunter › ship. 2 weeks. 50k listings/day. 99.4% success rate. done
ship. 2 weeks. 50k listings/day. 99.4% success rate.
Audit trail · 6 entries
- T+00:00:00 brief.received 01
- T+00:00:30 robots.checked 02
- T+00:01:00 scraper.built 03
- T+00:08:00 data.delivered 04
- T+00:14:00 schedule.setup 05
- T+02:00:00 brief.completed 06
- KPI · 01 now
2 weeks
Median build duration
47% - KPI · 02 now
50,000
Listings/day
3% - KPI · 03 now
99.4%
Success rate
33% - KPI · 04 now
5s
Avg scrape time
52%
The trust strip
What the runtime has shipped for real estate.
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C&W · 1.4M leases abstracted
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Leading CRE · $1B+ unlocked
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F50 Broadcaster · property
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F50 Developer · comps
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40% · lower storage
A case study · Cushman & Wakefield
Case study
1.4M. Leases abstracted.
The brief
A commercial real estate leader was sitting on 1.4M leases across thousands of buildings. Each lease was a 40-200 page document. The clauses that mattered — rent escalations, options, indemnities, exclusivity — were buried in legal language nobody had time to read at scale.
The analysis
The team needed clause-level abstraction at the portfolio level. Per-clause audit trail. The Hunter agent needed to pull the lease. The Quill agent needed to abstract the clause. The Sentinel agent needed to audit the extraction. The portfolio needed to be queryable.
The build
Hunter pulled 1.4M leases. Quill abstracted the clauses. Sentinel audited the extraction. The audit trail is per-clause, not per-document. The operator can ask "which leases have an active option in the next 90 days" and get a real answer in seconds.
The result
$1B+ in portfolio value unlocked — renewals caught, options exercised, indemnities surfaced. Storage down 40%. The portfolio is queryable for the first time.
The runtime
Every VZU brand ships on the NetWit Agentic OS runtime. Cloud, hybrid, on-prem. SOC 2 + HIPAA + ISO 27001.