Spatial capture
Phone, 360°, video, drone, LiDAR, documents, and approved enterprise sources enter one evidence record.
Measured Decision AI · Investor Overview
The physical world has an evidence problem.
Buildings change in the real world. The photographs, plans, invoices, inspections, and financial decisions around them remain scattered. We are building the governed evidence layer that connects them.
01Capture physical changePhone · 360 · drone · LiDAR · project records
02Connect the evidencePlace · time · source · cost · decision
03Prepare human reviewSupported · missing · conflicting · requires verification
The opportunity
Physical operations are becoming measurable.
Organizations already collect cameras, plans, schedules, records, and sensor data. The missing layer is a governed system that connects what changed, what supports it, what is affected, and what requires a human decision.
Temporal intelligence
AI organizes change over time and prepares supported observations, discrepancies, and missing information.
Consequential workflows
Construction, film production, facilities, insurance, and other physical operations need reviewable evidence before action.
Human accountability
Sources, uncertainty, alternatives, and human confirmation remain visible instead of disappearing inside a black box.
Company status
Built, in pilot, and on the roadmap.
Product status is stated explicitly. A working capability is not presented as a validated commercial product, and a product direction is not presented as something already delivered.
Working product foundation
- Measured Decision StudioOperational evidence workspace.
- 360 evidence intakeDirect project capture and large-file ingestion.
- Secure original storageOriginal-file preservation with governed upload records.
Being tested in real workflows
- Multi-agent processingObservation, evidence review, comparison, and human-confirmation workflows.
- Construction workflowInternal property documentation and operational validation; not yet presented as a completed customer deployment.
Product and market direction
- Film productionDemonstration use case and active market exploration; not presented as a signed deployment.
- Vision Pro spatial reviewPlanned immersive review experience; not presented as a released application.
The construction pilot operates on a real property using real captured data. The project is affiliated with the founder rather than an independent third-party paying customer. It is presented as evidence that the system operates in real field conditions—not as evidence of independent commercial traction.
As of the date of this page, Measured Decision AI has no independent paying customers and has not generated revenue from independent customers. The operational Studio, evidence intake, storage layer, multi-agent architecture, and construction pilot have been built and operated with capital contributed by the founder.
We state this plainly because it is the correct baseline for understanding the company: what exists today was built without outside funding and without a customer paying us to build it.
Investor Vision · Four chapters
Understand the company in four short films.
Each chapter stands alone. Together they explain the problem, the platform, the first market, and the expansion path.
01 · The Problem
Physical Reality and Financial Decisions
1:05Initial market
Start where evidence already controls capital.
Construction finance creates a clear first use case: a financial request must be reconciled with visible work, project records, and accountable human review.
Financial request
Draw request, schedule of values, budget, invoices, and schedule.
Work-in-place evidence
Site capture, plans, inspections, changes, location, and time.
Review package
What is supported, missing, conflicting, or still requires verification.
The platform supports review. It does not replace inspection, certification, underwriting, or authorization to release funds.
Business model direction
Enterprise value grows with the governed record.
The commercial model will be validated through paid pilots before long-range assumptions are presented as established economics.
Implementation
Configure one real workflow, evidence structure, review path, and success criteria.
Subscription
Organization, project, or portfolio access to the governed evidence workspace.
Processing & storage
Evidence ingestion, spatial processing, comparison, retention, and governed export.
Integrations
Connect approved project, finance, insurance, maintenance, and asset systems.
Platform expansion
One evidence foundation. Multiple consequential reviews.
The capture layer remains sensor-neutral. The governed record becomes more useful as verified events accumulate through the asset lifecycle.
- NowConstruction FinanceDraw review and work-in-place evidence
- NextInsurance · ClaimsPre-loss context and before-and-after evidence
- ThenAsset Management · Maintenance · Due DiligenceCondition, service history, risk, and transaction review
Expansion areas describe platform direction. They are not presented as released products.
Pilot validation
Evidence before claims.
We will publish metrics only after they are observed in real pilot workflows. The first objective is not a large headline—it is a repeatable, defensible result.
Capture repeatability
Can different operators document the same scope consistently?
Evidence linkage
Can each material item retain its source, place, time, and review state?
Review efficiency
Does the platform reduce time spent reconstructing the project story?
Pilot economics
What implementation and recurring model creates measurable customer value?
Use of capital
Build the platform through real deployments.
Capital priorities will be finalized in the applicable offering materials. The operating direction is product depth, repeatable pilots, secure infrastructure, and disciplined commercial expansion.
Observation and decision systems
Multi-agent processing, change detection, evidence linkage, review controls, and spatial interfaces.
Prove repeatable value
Deploy with real operators, define measurable outcomes, and convert successful workflows into reusable modules.
Secure physical-world data
Large-file ingestion, governed storage, processing, audit history, privacy, and enterprise readiness.
Strategic market entry
Industry partnerships, enterprise sales, implementation capacity, and responsible operating foundations.
Investor qualification
Request access to investor materials.
Tell us who you are and how you would like to participate. Qualified prospective investors may be invited to a conversation and, when available, a private data room containing verified company and offering materials.
01Initial qualification
02Company conversation
03Independent accredited-status verification
04Private materials and next steps
Self-certification is not verification. Before any investment can be accepted, a prospective investor should expect verification through an approved third-party provider or written confirmation from a qualified CPA, attorney, registered broker-dealer, or registered investment adviser.