200,000+
Inspection reports generated
Homeowner-submitted photographs assessed by models trained on construction and insurance expertise, returned as underwriting-grade reports.
Property risk assessment
Software that decides who gets the property, and what the property is worth.
Screening, scoring, inspection and building operations, in production across the United States.
What our property clients shipped.
82%
Virtual inspection adoption
Homeowners completing configurable interior and exterior inspections themselves, replacing a scheduled site visit.
Property risk assessment
250+
AI use cases on home components
Distinct component and hazard conditions the models are trained to identify from a photograph.
Property risk assessment
21M
Doors opened
Access events handled across multi-family buildings and HOA communities.
Resident experience
1.6M
Deliveries processed
Courier documents captured and extracted at the point of handover.
Resident experience
90%+
Extraction accuracy on courier documents
Receiver, invoice number, date and billing address pulled from a photographed bill, with automatic alerts on missing or unreadable fields.
Document capture
Four decisions, four production systems.
Property software is a sequence of decisions about a person and a building. Winjit has built the systems behind four of them.
Is the income real
Pay statements and bank statements checked for alteration and fabrication before an application proceeds.
BuiltSmart OCR pipeline, font and metadata forensics, automatic income calculation, document analysis reporting
Does the applicant qualify
Criminal, eviction and credit data assembled, filtered against jurisdiction and subscriber rules, scored, and resolved into a decision.
BuiltConfigurable data-management rules, applicant scoring, QA review workflow, approval and conditional approval paths, adverse action processing
What is the property worth risking
Property condition assessed from homeowner photographs and resolved into an underwriting view.
BuiltVirtual inspection platform, trained condition and hazard models, underwriter review portal, carrier system integration
Who gets through the door
Access, deliveries and visitors handled remotely across a building portfolio.
BuiltResident and staff mobile applications, remote access control, courier document capture and validation, real-time alerting
Where Winjit fits, by situation.
The situationA screening product needs to handle more data types, more jurisdictions and more subscriber-specific rules than its original design assumed.
What Winjit doesBuilds the rule layer, the scoring path and the QA and audit controls around existing screening data, rather than rebuilding the product.
Where it has been doneEnterprise tenant screening across criminal, eviction and credit data with configurable global rules, permanent redaction, masking, QA review, scoring, decision management and audit logging.
The situationManual property inspection does not scale, and site visits cost more than the risk they resolve.
What Winjit doesBuilds the model pipeline and the review tooling around it, so an assessment arrives as a report an underwriter can act on.
Where it has been doneVirtual inspection platform with trained condition models, 250+ component use cases and an underwriter review portal, integrated to carrier systems.
The situationApplications carry documents that are easy to fake and expensive to verify by hand.
What Winjit doesBuilds the extraction and forensic layer, and the calculation on top of it, so verification happens before the application moves.
Where it has been doneIncome and identity document verification with OCR, font and metadata analysis and automatic income calculation.
The situationA property platform needs to reach physical infrastructure and physical documents, not just records.
What Winjit doesBuilds the capture, integration and alerting layer between the platform and what happens at the building.
Where it has been doneRemote access, delivery handling and courier document extraction across multi-family buildings and HOA communities.
The systems, data sources and hardware Winjit builds against.
Screening and consumer data
- TazWorks
- Criminal, eviction and landlord-tenant, and credit report sources
Carrier and insurance systems
- Guidewire
- Zillow
Communications, payments and workflow
- Twilio · SendGrid
- STAX · Stripe
- DocuSign · Salesforce · Calendly
Vision, capture and platform
- Google Cloud Vision · TensorFlow
- spaCy · NLTK
- Hotel and property management system integration via published APIs
Integration runs against the screening provider, carrier platform or property system already in place. Replacement is not a precondition for any engagement.
Regulated decisions leave a record.
A decision about a person's housing is a decision that can be disputed. The systems behind it are built on that assumption.
Permissible data and redaction
Which records display, which are filtered and which are permanently redacted is configured as a rule set, applied globally and by jurisdiction, rather than handled case by case.
Sensitive field protection
Identifiers including social security numbers and dates of birth are masked in the interface and controlled by permission, with access recorded.
Decision reconstruction and adverse action
Scoring inputs, rule application, overrides and preliminary approvals are logged, and adverse action processing is built into the workflow rather than attached to it. A decision can be reconstructed after the fact.
Fair housing and model accountability
Where models contribute to a decision, the contribution is recorded and reviewable.
The work, in full.
Property risk assessment
Property risk assessment platform
200,000+ virtual inspection reports generated, with 82% of homeowners completing the assessment themselves.
Read the story
Resident experience
Resident experience platform
21 million doors opened and 1.6 million deliveries processed across multi-family and HOA portfolios.
Read the story
Enterprise tenant screening
Tenant screening platform
Criminal, eviction and credit data resolved into a single scored decision under configurable jurisdiction rules.
Read the storyProperty risk assessment sits on the line between property software and insurance. The carrier-side view of this work is on the Insurance and InsurTech page.
Insurance and InsurTechQuestions product and compliance leaders ask first.
Yes. Winjit has built enterprise screening across criminal, eviction and credit data, including configurable rules determining which records are displayed, filtered or permanently redacted, masking of sensitive identifiers, QA review, applicant scoring, decision override and adverse action processing, with audit logging across the workflow.
Yes. Winjit built a virtual inspection platform using models trained with construction and insurance expertise across more than 250 use cases on home components, generating underwriting-grade reports from homeowner-submitted photographs. More than 200,000 reports have been generated and 82% of homeowners complete the inspection themselves.
Guidewire, Zillow, Twilio, SendGrid, STAX, Stripe, DocuSign, Salesforce and Calendly, along with hotel and property management systems via published APIs, and screening providers including TazWorks.
