Olmsted

Olmsted — Multi-agency infrastructure permitting pathway and timeline dataset: for each project class (solar, wind, battery storage, transmission, data centers, broadband, pipelines, water) the platform maps the complete regulatory roadmap — every agency involved, the approval sequence, the legal basis for each requirement, and a historically-calibrated duration estimate derived from comparable past projects. Enumerated approval instruments include NEPA review, ESA Section 7, Army Corps Section 404, FERC interconnection, state public utility commission approvals, NHPA Section 106, BLM right-o…

Olmsted offers (Alternative, Geospatial, Supply Chain, ESG) — No record count is published. Volume is bounded by scope: the pathway layer covers roughly ten named statutory instrument families across federal, state and local tiers for at least eight named project classes, implying a cross-product of agency-instrument-project-jurisdiction combinations in the high tens of thousands. The harder asset is the calibration corpus behind it — timeline estimates are stated to be 'based on comparable past projects' and document generation 'trained on thousands of prior successful filings', so at minimum a corpus of thousands of real filings each carrying agency, timing and outcome attributes.

Permitting-timeline forecasting and probability-of-approval modelling for developers and their lenders; capital-deployment and revenue-timing models keyed to entitlement schedules for independent power producers and infrastructure investors; regulatory-friction and permitting-risk features for project finance, tax-equity and portfolio valuation; construction-cost and carrying-cost models driven by approval duration; feasibility screening for transmission, pipeline, broadband and data-center projects where multi-agency exposure dominates; event-study datasets on agency behaviour for investors in public developers; and a labelled dataset of agency decisions and timings for training regulatory-prediction models

The data is with 2 years of history.

Coverage spans US; Application Software, Electric Utilities; alternative, geospatial, supply_chain, ESG; equities, fixed_income.