Operational Reality Authentication

Authentication for the physical world.

AI-assisted decisions are only as reliable as the evidence they reason about. Proxyview authenticates physical-world evidence — not just whether the file is genuine, but whether the event it depicts actually occurred.

ArchitectureModel · corpus · capture standard
InterfaceREST API · webhooks · SDKs
AssuranceSealed, examinable record
POST /v1/authenticationspv_a8f2c1d9
claimstructure.milestone.complete
authenticatedTrue
confidence0.96 · calibrated
custodySealed
acting_on$412,000
✓ Claim authenticated1.4s
Why now

Evidence stopped being proof.

Three changes ended the assumption that a record of something is proof it happened.

One

Fabrication became free

A convincing record of an event that never occurred now takes seconds and costs nothing.

Two

Machines began deciding

Automated systems release funds and settle claims faster than any review can follow.

Three

Machines began reporting

Drones, robotics and agents now produce their own account of the world for other systems to act on.

The failure nobody catches

Checking whether a photograph was edited is not the same as checking whether it shows what it claims to show. A real, unedited photograph — of a different site, a different year, or someone else's damaged property — passes every integrity check available today, because the image itself is completely genuine. The picture is true. The claim attached to it is not. That is the failure that costs institutions money, and nothing on the market is built to catch it.

The system

A governance rail from capture to your platform.

Evidence is governed the moment it is created, carried through an unbroken chain of custody, authenticated against the physical record, and delivered sealed into the system where the decision is made.

Governance rail
Capture

Mobile capture app

Field operators, your own vendors, or the counterparty capture through a governed session.

  • Live capture only
  • Gallery disabled
  • GPS boundary enforced
  • Device integrity checked
Custody

Unbroken chain

Every submission carries identity, location, time and integrity from capture to delivery.

  • Operator identity verified
  • Coordinates bound
  • Timestamp sealed
  • Tamper-evident fingerprint
Authentication

Model and corpus

The claim is assessed against independent records of the world at that place and moment.

  • Trained authentication model
  • Global reference corpus
  • Adversarial robustness
  • Calibrated confidence
Delivery

Enterprise platform & API

Results land in the enterprise portal and in your own system as a sealed record.

  • Portfolio portal
  • Vendor panel
  • Webhook to your system
  • Examinable audit record
The rail is the product. Capture, custody, authentication and delivery operate as one governed path — so no submission enters a decision without a record of where it came from and whether it holds.
Tap to compare

What authentication looks like

Every submission produces a signature — a shape formed by how well its independent characteristics agree with one another and with the wider record of that place and time.

An authentic event produces a full, regular form: everything corroborates everything else. A fabricated or misattributed one cannot hold that shape. Something fails to agree, and the form collapses.

Result Authenticated · 0.96 confidence
Reading All characteristics corroborate.

Why this is a machine-learning problem

Authenticating a claim about the physical world means reasoning across noisy, partially missing signals against an adversary constructing evidence to look genuine — large-scale multimodal modelling, adversarial robustness, probability calibration, and a reference corpus maintained at global scale.

Where it applies

One primitive. A different decision in every sector.

SectorThe decision at riskWhat Proxyview authenticates
Construction financeDraw disbursement
Funds release on a claim that a stage is complete. A record from a prior project or adjacent site passes review.
AuthenticatedThat the work occurred, at that site, in that period.
InsuranceClaims adjudication
Straight-through processing settles on evidence of damage belonging to a different asset, event or year.
AuthenticatedThat the loss occurred to the insured asset, in the covered period.
Commercial lendingCollateral monitoring
Credit systems assume pledged assets exist as represented, confirmed by nothing independent until default.
AuthenticatedThat the asset exists, where claimed, in the condition represented.
Real-world assetsTokenized instruments
A digital instrument is only worth the asset behind it, and nothing continuously confirms it is there.
AuthenticatedOngoing confirmation of the asset backing the instrument.
Logistics & tradePayment on delivery
Terms execute on confirmation from a counterparty with an interest in the outcome.
AuthenticatedThat goods arrived, where and when claimed, in the condition recorded.
Autonomous systemsMachine-generated claims
Robotics and agents report on the world to systems that act automatically, with nothing confirming the account.
AuthenticatedThe claim a machine makes, at machine speed.
For the institution

What changes on your side of the transaction.

Loss

Exposure removed before disbursement

Fraudulent claims are caught while funds are still in your control, not recovered through workout.

Examination

Decisions you can defend

A sealed record of what was relied on and why it was credible — what an examiner asks for.

Cycle time

Days returned to the business

What took a scheduled visit and manual review resolves inside the workflow, without added headcount.

Portfolio

Visibility across the book

Which counterparties, regions and vendors consistently produce evidence that holds.

Platform

Embedded, not bolted on.

Authentication becomes a call inside loan origination, claims adjudication or compliance review — not a portal your team has to remember to open.

authenticate.ts
const result = await proxyview.authenticate({
  claim: "structure.milestone.complete",
  location: { lat: 30.2672, lng: -97.7431 },
  window: "2026-06-14T14:00Z/PT2H",
  evidence: [ capture_id ],
  reference: "loan_88213"
})

// webhook — authentication.completed
{
  "authenticated": true,
  "confidence": 0.96,
  "record_url": "https://…/sealed",
  "audit_chain": "pv_chain_b7d3f1"
}

Runs inside your workflow

Triggered by your origination or claims system. Results return to the same record.

Event-driven

Webhooks for state changes and completion. Scales with transaction flow, not headcount.

Sealed and auditable

Every result carries a tamper-evident record — defensible to an auditor, regulator or court.

PythonJavaScriptTypeScriptJavaGoSwiftKotlinC#
Deployment

Three ways onto the rail.

Same authentication, same standard. Existing vendor and field relationships stay as they are.

Option 01

Governed network

Your existing vendors submit through the rail. You keep every relationship; every submission is authenticated.

Best forInstitutional scale and ongoing governance.
Option 02

Counterparty capture

Capture extends to the borrower or claimant through a single-use governed session. No dispatch required.

Best forHigh-volume, distributed portfolios.
Option 03

Managed

Proxyview operates the full cycle, capture through authenticated record, so you can evaluate against real files before integrating.

Best forEvaluation and complex escalations.
Security & assurance

Built to the standard regulated institutions require.

<4h

Standard turnaround

Request to sealed record.

99.9%

Availability target

Redundant infrastructure.

3

Operating regions

Americas, EMEA, APAC.

Elastic throughput

Scales with transaction volume.

Controls

Live capture enforced on device · coordinates cryptographically bound with spoofing detection · tamper-evident fingerprint at submission · short-lived scoped retrieval tokens · data residency options for regulated deployments · SOC 2 programme in progress.

SOC 2 SOC 2 in progress
GDPR DPA ready
Company

We build the system institutions use to know what is real.

Proxyview exists because economic systems fail when the records they depend on cannot be trusted. That has been true wherever capital meets physical activity — energy assets that could not be financed without credible operational data, lending markets where money would not move because nothing confirmed conditions on the ground.

The problem has changed character. Fabricating evidence is effortless, decisions are made by software, and autonomous systems now produce their own account of the world. Authentication of the physical world has become a machine-scale problem — one that needs a model, a corpus and a capture standard rather than more people in the field.

What we buildAn authentication system for the physical world: a trained model, a maintained global reference corpus, and a governed capture standard delivered through an interface institutional systems can call.

Where we operateAmericas, EMEA and APAC, expanding alongside institutional demand.

Get started

Talk to our enterprise team.

Tell us what you need authenticated and what decision is waiting on it. We respond within one business day.

Enterprise deploymentPilot on a live portfolio, integrated to your systems.
Technical evaluationAPI documentation, sandbox access, integration support.
Security reviewControls documentation and data residency options.
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