Early access

Reserve your place for Real-World ESG

Tier 1 validation surfaces patterns that may warrant systematic follow-up. Early access puts quant and risk teams first when GALM's ESG calibration opens—historical returns in, fitted models and stochastic scenario paths out, without maintaining bespoke internal tooling.

What you get

Priority ESG access

First in line when Real-World ESG opens—automated calibration from historical return series to production-ready models and scenario outputs.

Beta consulting runs

Structured beta engagements while the platform scales: your data in, validation and calibration artifacts out, on a fixed-fee basis.

Tier 2 monitoring

Early notice when continuous monitoring for production model specifications is available—before general release.

How ESG calibration works

Historical market data to regulatory-oriented stochastic paths—automation in place of manual optimization loops and ad-hoc scripting.

Ingest

Upload historical return series and portfolio specifications.

Fit

Automated model selection and joint dependence fitting across your asset universe.

Remediate

Address correlation and residual structure flagged during validation—including non-PSD matrices and dependence issues.

Deliver

Export scenario paths packaged for downstream actuarial, ALM, and risk systems.

Your data

Strict data privacy: Residual files are processed in memory for your Tier 1 report and are not retained after your session. Tier 1 diagnostics describe statistical patterns in your data—they are not a regulatory sign-off.