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RESEARCH FOUNDATIONS + OPEN WORK

Research we build on.

This library holds the methods, guides, and open specifications that the weekly briefs build on. They are research foundations, not a description of implemented ConstructPolicies features.

RESEARCH LIBRARY / 2026

Working specifications and guides, open for implementation and comment. They are not evidence that ConstructPolicies has implemented every described capability or control.

01

BUYER GUIDE

Verify healthcare vendor ROI

A practical sequence for testing whether a vendor changed outcomes and created attributable value before renewal or expansion.

READ THE GUIDE →

02

EVALUATION GUIDE

Measure whether an intervention worked

Define the decision, counterfactual, outcome, and claim threshold before a favorable trend is mistaken for an intervention effect.

READ THE GUIDE →

03

METHOD NOTE

Causal ROI versus modeled savings

Why activity, time saved, and before-and-after change are not the same as attributable value after full cost.

READ THE NOTE →

04

AI BUYER GUIDE

Evaluate healthcare AI vendor ROI

Connect technical performance and adoption to organizational outcomes, causal impact, full cost, and a proportional claim.

READ THE GUIDE →

05

OPEN TEMPLATE / V0.1

Measurement Contract

A usable YAML template and JSON Schema for fixing the evaluation question, comparison, cost model, refusal conditions, and claim rules.

READ →YAML TEMPLATE ↓JSON SCHEMA ↓
06

OPEN SPECIFICATION / V0.1

Impact Passport

A portable, machine-readable record for effect estimates, uncertainty, attributable value, limitations, and the exact claim the evidence permits.

READ →YAML TEMPLATE ↓JSON SCHEMA ↓
07

SYNTHETIC EXAMPLE / V0.1

Control Passport

A generated NIST SP 800-53 profile for a synthetic regulated workflow, including tailoring, evidence bindings, inherited controls, and unresolved gaps.

READ →SYNTHETIC YAML ↓

Working in public. The v0.1 artifacts are drafts for implementation and comment. The guides distinguish operating evidence, comparative change, causal effect, and attributable ROI.

Send feedback →

© 2026 Causalytics Impact · A public benefit company

 
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