/ Acquisition System / Capability 04 /

Original Data, Calculators, and Tools.

Build governed data products, calculators, comparison interfaces, intake tools, and review workflows that support a defined investor-customer decision with explicit inputs, methods, assumptions, and human ownership.

When selected in the signed scope, this work is delivered within the monthly retainer. Third-party media, software, data, contractor, or other pass-through costs are identified separately before approval.

Primary input: Approved sources, methods, and decision rules
Primary output: Tested decision-support product
Product types: Data, calculator, comparison, intake, workflow
Controls: Versioning, tests, access, review, audit

Check fit and availability

/ 01 / Product Outputs

Make the Data and Decision Method Inspectable

Original Data Products

Source and Rights Register
Record each first-party and third-party source, owner, collection method, permitted use, coverage, effective date, refresh condition, retention rule, and known missing-data condition.
Data Pipeline and Validation
Define ingestion, normalization, identifiers, joins, units, deduplication, conflict handling, validation, exception review, update frequency, lineage, and release checks.
Indexes, Benchmarks, and Market Records
Produce maintained datasets for a stated investor-market decision using a published method, included inputs, excluded inputs, weighting rules, effective date, coverage, and revision history.

Calculators and Models

Calculation Contract
Specify the user decision, required inputs, units, formulas, source dates, defaults, validation ranges, missing-input behavior, output definitions, rounding, sensitivity cases, and acceptance examples before implementation.
Investor Decision Calculators
Implement supported purchase, financing, income, expense, reserve, improvement, holding-period, disposition, tax-estimate, portfolio, or operating calculations only where the signed scope provides the formulas and qualified review required for the use case.
Assumption and Sensitivity Display
Show user inputs, supplied defaults, data sources, effective dates, calculation method, scenario changes, output units, and material assumptions next to the result.

Comparison and Intake Tools

Comparison Interfaces
Compare supported properties, markets, products, services, financing structures, workflows, or transaction options using explicit fields, source dates, methods, filters, missing-data treatment, and user-selected criteria.
Intake and Routing Workflows
Collect the approved participant, property, product, transaction, financial, document, consent, and contact fields; validate required inputs; record the routing reason; and hand the result to the named human owner.
Evidence-Grounded Assistants
Guide users through approved definitions, source records, checklists, calculator inputs, comparison fields, and next steps. Cite the current source and escalate questions requiring judgment to a named reviewer.

Product Controls

Known-Case and Boundary Tests
Test accepted examples, rejected inputs, minimum and maximum supported values, missing data, stale data, conflicting records, permissions, calculation precision, routing outcomes, and reviewer handoffs.
Access, Consent, and Audit Records
Apply least-privilege access, approved consent language, retention and deletion rules, source and model versions, material user actions, calculation inputs, outputs, routing results, and reviewer decisions.
Release and Monitoring Specification
Define the deployment owner, environment, acceptance checks, source and method version, monitoring events, error thresholds, escalation path, rollback condition, maintenance owner, and change-review process.

Category-Specific Use Cases

Investor Property Data Platforms
Build coverage explorers, source-date views, field dictionaries, record comparison tools, integration selectors, and sample-request workflows. Show included records, methods, update dates, missing fields, and permitted use next to the output, then route the user to documentation review or a representative data sample.
Off-Market Property Marketplaces
Build inventory search, property comparison, saved-review, participation-intake, and purchase-review tools using current property and transaction records. Preserve user-selected criteria and inventory dates, define missing-record behavior, and hand a completed review to the named marketplace or transaction owner.
DSCR Lenders
Build payment, coverage-ratio, cost, document-readiness, product-comparison, and application-intake tools only from approved formulas and current lending records. Display user inputs, assumptions, effective dates, output definitions, and review conditions, then route the result to document review or application.
Real-Estate Due-Diligence Providers
Build service-scope selectors, property and record checklists, sample-report viewers, scheduling intake, and report-review workflows. Validate property, service, location, deadline, document, and contact inputs, then assign the request to the responsible provider or reviewer.
Property-Management Companies and Software
Build service-fit, portfolio-intake, fee-input, workflow-comparison, integration, implementation-readiness, and demonstration tools. Separate operator and software inputs, display source dates and assumptions, and route the completed record to the appropriate consultation or product owner.
Investor-Focused Brokerages
Build market and property comparison, acquisition-criteria intake, sale-input, representation-fit, document-preparation, and consultation-routing tools. Record the investor's selected market, property, transaction, timing, and representation inputs, then hand the request to the named brokerage owner.

/ 02 / Product Process

Specify, Validate, Build, and Operate.

/ 01
Define the Decision Contract
Record the investor customer, transaction decision, intended user, input records, method, assumptions, prohibited uses, output, human owner, conversion event, and measurable acceptance criteria.
/ 02
Validate Sources and Methods
Confirm source rights, coverage, effective dates, units, formulas, rules, missing-data treatment, security, consent, qualified-review requirements, and known-case expected results.
/ 03
Build and Test the Product
Implement the scoped data, calculation, comparison, intake, or workflow functions. Test boundary conditions, permissions, audit records, rendering, accessibility, performance, and human handoffs.
/ 04
Release and Maintain
Deploy after recorded acceptance. Monitor errors, source freshness, method versions, user actions, routing results, and conversion events; apply the agreed escalation, rollback, and change-review process.

/ 03 / Engagement Fit

Conditions Required for Data and Tool Work.

/ 01
Defined Decision and Method
The company can state the user, decision, required inputs, method, output, assumptions, unsupported uses, human owner, and acceptance examples.
/ 02
Governed Source Access
The engagement can obtain the agreed source records, usage rights, effective dates, refresh process, security requirements, consent rules, environments, and qualified review.
/ 03
Product and Maintenance Owners
Named product, data, engineering, security, compliance, subject, conversion, and business owners can approve, test, release, monitor, and maintain the product.

/ Operating rule

A data product, calculator, or tool is ready only when its source rights, inputs, method, assumptions, unsupported uses, known-case tests, human owner, acceptance result, monitoring, and maintenance process are recorded.

/ 04 / System Dependencies

Capabilities That Define, Deliver, and Measure the Product.

/ Applicable investor markets

Explore Markets That Use This Capability.

Review the investor customer, transaction-stage demand, evidence, engagement fit, and next action for each market connected to this capability.