SYNTHETIC / MODELED PLANNING ANALYSISMSP is a public-data anchor, not a clientHistorical replay and governed planning products, not an engineering recommendation
4Shadow Analytix
Airport Energy OperationsPLANNING STUDIO — STRATEGIZE
as_of —
Scenario Compare portfolio Dotted-underlined values open their evidence — drawer, then rows, then the source file. Every value badged.
hour —
loading governed data…
Reliability under stress

Bands hold on unseen data, break in extreme regimes PREDICTED

left: 80% interval coverage by regime, out-of-sample · right: hours flagged extreme by load, forecast miss, or import-heavy interchange · click either side

80% coverage by regime
Danger hours per winter season DERIVED
Crisis price tags

What each scenario would actually cost MODELED

Cost to close the gap

Cheapest winter-firm capacity first DERIVED

Portfolio comparison

Which portfolio to fund MODELED

Where client data plugs in

Which data feed removes the most uncertainty, in MW DERIVED

Model detail and full alternative scan
Demand outlook

Out-of-sample record PREDICTED

p50p10–p90MISO peak envelope
Capacity gap

Need vs firm MODELED

Rule-in / rule-out screen

All 14 alternatives — cost, winter value, gates, disposition DERIVED

cost and winter % from register records (evidence id shown) · — means unquantified in register, a gap not a zero · gate icons count constraint-typed records · click any row to drill

Hard gate(s)Soft/uncertainty onlyUngated
Feasibility

Constraint & evidence matrix DERIVED

Decision intelligence

White-space priority matrix DERIVED

UncertaintyDecision impact
Detailed alternatives and governed records
Full alternative comparison
Forecasting fails at regime change — lead time is the hedge — years from decision to firm capacity online · MODELED assumptions · the model that can\u2019t flag the big miss is why these bars matter · click a row
Operations → planning promotion boundary
Operational observationReplay event, evidence-badged
→
Recurring patternRepeated governed observations
→
Planning assumptionSensitivity-tested
→
Approved planning inputHuman-reviewed evidence
Governed records — the full register; 141 of 146 records link to their published source, 5 carry citation only · EVIDENCE