Decision intelligence for real-world risk

From physical reality to financial decision.

Sperion turns climate, asset, operating and documentary evidence into decision-ready intelligence for underwriting, credit and valuation.

Scroll to trace the decision chain

The gap

The physical world and the financial model rarely speak the same language.

Most systems stop at one layer. Sperion connects evidence and real-world conditions to the assumptions used to allocate capital.

  1. 01Physical worldWeather · location · infrastructure
  2. 02EvidenceDocuments · assets · operations
  3. 03Financial transmissionOPEX · CAPEX · insurance · revenue
  4. 04DecisionUnderwriting · credit · valuation

Financial transmission

Risk matters when it changes cash flow.

Sperion models the path from environmental and operating conditions to the assumptions investment teams already use.

  1. 01Heavy precipitationPhysical condition
  2. 02Flood exposureAsset vulnerability
  3. 03Operating consequenceDowntime · repair · adaptation
  4. 04Financial assumptionOPEX · CAPEX · insurance
  5. 05Capital decisionNOI · DSCR · value

The Sperion platform

One system.
Three layers.

The platform holds the connection from what happened, to what it means, to what should change in the decision.

01

Evidence

Know what is true—and where it came from.

Turn fragmented documents and datasets into traceable, governed information.

  • Documents
  • Asset data
  • Climate
  • Geospatial
  • Financial
Engineering reportp. 42

Lower-level electrical equipment remains exposed during a 1-in-100-year precipitation event.

Recommended mitigation budget: $480,000
MODEL ASSUMPTION Adaptation CAPEX $480k Source-linked · reviewed
02

Translation

Know what the risk means financially.

Connect hazard, exposure and vulnerability to operating and financial consequences.

  • Operations
  • Insurance
  • OPEX
  • CAPEX
  • Cash flow
  • Valuation
Commercial property and service entrance during sustained rain
Real-world conditionTranslated into model variables
03

Decision

Put intelligence inside the workflow.

Deliver decision-ready outputs to underwriting, portfolio and investment-committee teams.

  • Underwriting
  • Diligence
  • Monitoring
  • Investment committee
Asset scenario / Riverfront OfficeReview state
BASE NOI$8.42m
RISK-ADJUSTED NOI$7.96m
DSCR1.41×
Insurance+$210k
Energy+$84k
Adaptation$480k

Illustrative scenario—not investment advice.

Flagship application

Underwriting starts with messy evidence. It should not end there.

CRE Autopilot turns acquisition documents into structured underwriting models, scenario analysis and decision-ready outputs.

Sperion’s risk intelligence extends that workflow by connecting climate and operating conditions to the assumptions that drive asset economics.

Explore CRE Autopilot ↗
CRE AUTOPILOTAcquisition workbench
Illustrative workflow
DEAL WORKSPACERiverfront Office
OMT-12Rent rollModelIC output
Agent activity

Sources extracted and linked

Underwriting assumptions mapped

Risk sensitivities prepared

DEAL XIRR11.06%Base case
YEAR 1 COC6.11%Base case
Underwriting modelV5
Cap rate5.25%

Documents → model → scenarios → risk-adjusted assumptions → decision

Sperion research

The model behind the decision matters.

Decision-grade research connecting climate science, geospatial analysis and financial modeling.

We expose assumptions, validation methods, scenario sensitivity and model limitations.

02
MODEL VALIDATION

When does higher-resolution climate data change an asset-level decision?

Testing observations, spatial structure, intensity and uncertainty against financial sensitivity.

03
DECISION NOTE

Flood risk is not a loss estimate.

Mapping the missing path through interruption, insurance, adaptation requirements and cash flow.

Governed uncertainty

A precise number can still be wrong.

Sperion makes ranges, scenarios, confidence and model disagreement visible—so decision-makers can understand what matters and what remains unknown.

Lower sensitivityHigher sensitivity
A city, river and infrastructure at dawn after a storm

The world does not arrive in a spreadsheet.

Eventually, the consequences do.

Sperion connects the two.

Start a decision conversation

What changes in your model when the real world changes?

Decision intelligence for climate, assets and financial risk.