Strategic & Networked Workflows with Spatial-Financial Intelligence Driven Dashboards

Uncover hidden vulnerabilities by seamlessly cross-referencing unstructured historical disclosures with overlapping debt networks and hyper-local ESG & Municipal data.

CUSIP, Special District, & Overlapping Debt Specializations
Built on first-of-its-kind datasets from University of Chicago, MuniLM is being developed to calculate percentage of debt shared across overlapping municipal jurisdictions & extensive CUSIP histories.

Place-Based Impact Investments
Align public infrastructure investments with designated Opportunity Zones and New Market Tax Credits to quantify and measure true community impact. As a Public-Benefit Corporation, we aim to serve CDFIs, BIDCOs, nonprofits, hospitals & school districts, and other small municipalities utilize the MuniLM platform for community-driven development.

Geospatial Integration
Anchor financial covenants to the physical world, overlaying special purpose district boundaries and parcel-level assessments onto interactive environments.

Bridging Local Civic Data Portals With Municipal Documents
Bridge the gap between raw public finance records and open civic platforms (CKAN, Socrata. ARCGIS Hubs) along with proprietary data aggregation to provide unprecedented visibility into local markets.

Confidential Due Diligence
Process unreleased Preliminary Official Statements and proprietary deal flow entirely on-device, ensuring absolute data sovereignty and regulatory compliance.

