Sustainable Catalyst Platform
Platform Demos
Explore the working Sustainable Catalyst environment: ask a research question, investigate it in the
Lab, inspect public evidence through Site Intelligence, calculate and model in Workbench, create focused
workflow artifacts, and assemble the result in Decision Studio.
This page brings together five connected public products and a collection of focused demonstration
modules. The products support continuing research and analysis. The smaller demos show how individual
records—problem frames, data records, scenarios, impact measures, claim reviews, tradeoff analyses, and
recovery plans—can become part of a traceable Decision Packet.
research path, evidence, assumptions, calculations, methods, limitations, review state, and human
judgment easier to inspect.
Research Librarian
Sustainable Catalyst Lab
Site Intelligence
Workbench
Decision Studio
Demo architecture
Working products, focused demos, and a connected record trail
Sustainable Catalyst does not treat every public interface as the same kind of tool. The five working
products support larger, continuing workflows. The focused demos create narrower artifacts that can
stand alone or move into the broader research and decision environment.
Working products
Continue a research or decision workflow
Research Librarian, Lab, Site Intelligence, Workbench, and Decision Studio support connected work
across routing, investigation, evidence, calculation, validation, synthesis, and export.
Focused demonstrations
Create one structured artifact
Canvas, Data, Analytics R, Global Impact, Narrative Risk, Finance, and Grit demonstrate one bounded
part of the larger method and produce a focused record.
Participation layer
Improve the public environment
Feature Suggestions collects governed feedback, bug reports, documentation needs, module ideas,
accessibility improvements, and proposals for future development.
Start here
Choose the kind of work you need to do
Begin with the product that matches the current stage of the work. You can move between products as the
question becomes more specific, more evidence is needed, or the analysis becomes more consequential.
Ask and route
Research Librarian
Start with a broad question and find the relevant article map, publication, Lab route, evidence
workspace, calculator, repository, methodology page, or decision workflow.
Investigate and document
Sustainable Catalyst Lab
Create notebooks, define experiments, record observations, analyze measurements, compare methods,
validate calculations, and preserve research artifacts across scientific and engineering domains.
Observe public systems
Site Intelligence
Inspect country evidence, comparisons, Earth observation, live events, thematic dashboards, source
records, methodology, saved paths, briefing exports, and public observatory records.
Calculate and validate
Sustainable Catalyst Workbench
Use symbolic math, unit-aware calculation, Graph Studio, engineering notes, code runners,
domain calculators, validation workflows, and exportable calculation records.
Synthesize and decide
Decision Studio
Combine evidence, Lab records, calculations, scenarios, claims, impact measures, financial
tradeoffs, risks, assumptions, readiness checks, audit records, and exportable briefs.
Connected workflow
From public question to reviewable output
The workflow is intentionally modular. A project may use only two or three stages, or it may move
through the complete sequence while preserving links between the original question, evidence,
calculations, interpretations, and final output.
- 01Ask
Define the research or decision question.
- 02Route
Find the relevant knowledge, method, product, or demo.
- 03Investigate
Create a Lab notebook, experiment, or research record.
- 04Observe
Inspect public evidence, sources, maps, events, and context.
- 05Frame
Define the problem, audience, stakeholders, and boundaries.
- 06Anchor
Record data, sources, assumptions, units, and methods.
- 07Model
Compare scenarios, relationships, and system behavior.
- 08Calculate
Run Workbench analysis and preserve calculation traces.
- 09Validate
Check inputs, units, methods, edge cases, and limitations.
- 10Review
Examine impact, claims, risk, tradeoffs, and uncertainty.
- 11Decide
Assemble the Decision Packet and review readiness.
- 12Publish
Export a brief, notebook, evidence record, or audit trail.
question → route → notebook → evidence set → problem frame → source record → model →
calculation trace → validation record → review artifact → Decision Packet → public export
Product outputs
What each working product contributes
The products remain connected because each produces or organizes a recognizable record rather than
returning an unexplained result.
Research route
Recommended pages, tools, sources, next steps, route confidence, and continuation paths.
Research record
Notebook entries, experiment definitions, observations, datasets, methods, results, and validation notes.
Evidence set
Indicators, maps, events, country context, sources, methods, data states, and briefing manifests.
Calculation record
Inputs, formulas, units, intermediate values, graphs, diagnostics, warnings, and exportable reports.
Decision Packet
Evidence, scenarios, artifacts, assumptions, tradeoffs, review states, readiness records, and briefs.
Working studios
Explore the larger public applications
These products support continuing work rather than a single isolated example. They can be used
independently or connected through shared records, handoffs, sources, and exports.
Scientific and engineering investigation
Sustainable Catalyst Lab
Work with structured notebooks, experiments, instrumentation records, chemical and physical
analysis, biological computation, astronomy, Earth observation, engineering validation, and
reproducible research documentation.
- Notebook and observation records
- Experiment design and validation
- Scientific and engineering workflows
- Workbench and Decision Studio handoffs
Public evidence and observatories
Site Intelligence
Explore source-aware country intelligence, comparison, Earth observation, live-event records,
thematic dashboards, source and methodology records, briefing exports, and saved research paths.
- Country and comparative intelligence
- Maps, events, and thematic dashboards
- Source, freshness, and data-state records
- Briefing and observatory exports
Calculation and prototyping
Sustainable Catalyst Workbench
Move from formulas and models into graphs, calculations, code, engineering documentation,
electronics, embedded systems, hardware validation, and reproducible analytical outputs.
- Symbolic math and unit-aware calculation
- Graphs, sensitivity, and diagnostics
- Code, hardware, and prototyping tools
- Exportable calculation records
Decision synthesis and review
Decision Studio
Build a structured decision record from imported artifacts, evidence, calculations, scenarios,
impact measures, claims, finance, risks, assumptions, readiness review, and audit documentation.
- Artifact import and normalization
- Scenario and tradeoff comparison
- Readiness, provenance, and audit review
- Decision briefs and export bundles
Focused artifact demos
Choose the record you need to create
Each focused demo makes one part of the Sustainable Catalyst method concrete. The resulting record can
remain independent or become an input to a larger Lab, Workbench, Site Intelligence, or Decision Studio
workflow.
Catalyst Canvas
Frame a challenge, define an audience, create point-of-view and “How might we” prompts, shape a
prototype, design a test plan, and export a structured brief.
Catalyst Data
Create a traceable measurement record with entity, indicator, period, source, confidence, method
notes, review status, and portable structured export.
Catalyst Analytics R
Explore a sustainable-development scenario with assumptions, capital values, emissions budgets,
adaptation logic, interpretation notes, and exportable model records.
Global Impact Catalyst
Record an initiative, goal, theme, indicator, baseline, current value, target, source, confidence,
progress, and interpretation notes.
Narrative Risk
Evaluate a claim through evidence strength, uncertainty, source type, stakeholder pressure,
narrative volatility, consequence, and review status.
Catalyst Finance
Estimate net benefit, NPV, payback, ROI, benefit-cost ratio, carbon cost per ton, risk-adjusted
score, review flags, and decision notes.
Catalyst Grit
Describe a setback, assess pressure, impact, energy, support, clarity, recovery actions, next steps,
and implementation risk.
Decision Studio Demo Path
Carry one or more focused artifacts into a reviewable Decision Packet with scenarios, sources,
calculations, risks, assumptions, readiness conditions, audit records, and exports.
Guided demo journeys
Three ways to combine the products and demos
These example routes show how the environment can support different types of public-interest work
without forcing every project through the same sequence.
Scientific investigation
Question → Lab → Workbench → Decision Studio
Route a scientific question, document an experiment or observation, run calculations and
validation, then prepare a reviewable research or decision brief.
Public systems research
Research Librarian → Site Intelligence → Canvas → Decision Studio
Find the relevant knowledge route, inspect public evidence, frame the institutional problem, and
organize sources, scenarios, risks, and next steps.
Engineering and infrastructure
Site Intelligence → Lab → Workbench → Finance → Decision Studio
Establish site context, record technical assumptions, calculate system behavior and cost, compare
tradeoffs, and export a decision packet for qualified review.
Participation and improvement
Suggest a demo, report a problem, or improve the workflow
Feature Suggestions is not a sixth product. It is the governed participation layer that helps improve
all five products and the focused demos through structured public feedback and human review.
Propose a Lab workflow, Workbench calculator, Site Intelligence source, Research Librarian route, Decision Studio adapter, or new focused demo.
Identify a broken link, incorrect route, calculation concern, inaccessible interaction, missing source, unclear method, or documentation gap.
Provide use cases, expected public value, affected audiences, evidence, constraints, and implementation considerations for human evaluation.
Responsible-use boundaries
Public demonstrations and analytical tools—not automated authority
These products and demos support education, research, orientation, calculation, experimentation,
documentation, and structured decision work. They do not automatically establish factual truth,
certify compliance, guarantee outcomes, or replace current authoritative records and qualified
professional judgment.
Outputs depend on the quality, compatibility, completeness, units, timing, and interpretation of the information entered or retrieved.
Indicators, maps, events, datasets, and source summaries may be delayed, incomplete, transformed, estimated, stale, or geographically limited.
Workbench and Lab outputs do not provide engineering, scientific, financial, medical, legal, environmental, compliance, or safety certification.
Generated routes, summaries, classifications, interpretations, and synthesis require human review and should remain connected to source and method records.
Do not submit credentials, proprietary material, regulated records, sensitive personal information, or safety-critical operational data.
Confirm important findings against authoritative sources and obtain appropriate professional review before acting on high-consequence decisions.
Next step
Start with the product that matches the work
Ask Research Librarian when the route is unclear. Enter the Lab to investigate and document. Use Site
Intelligence for public evidence, Workbench for calculation and validation, Decision Studio for
synthesis, or a focused demo when you need one structured artifact.