Financial models with receipts.
Start with CIPHER, then branch into comps, credit, transactions, scenarios, or the LLM benchmark once the room is paying attention.
CIPHER
Resolving the public filer, market snapshot, and model assumptions.
Live-source DCF workflow with explicit assumptions, LUNA receipts, and refusal boundaries.
Open workflowPublic compsCOMPSComparable-company workflow with peer definitions, fiscal alignment flags, and unsafe-denominator refusals.
Open workflowDebt screenCREDITLeverage, coverage, FCF cushion, and deterministic credit flags without legal covenant interpretation.
Open workflowTransaction screenMERGERAcquirer / target framing, deterministic deal math, and visible assumption handling.
Open workflowSponsor returnLBOFirst-pass sponsor return workflow with source-bound assumptions and risk flags.
Open workflowSegment valueSOTPSum-of-the-parts workflow for multi-segment businesses with model-level provenance.
Open workflowSensitivitySCENARIOSBull, base, bear, and downside cases with deterministic deltas and audit-ready outputs.
Open workflowLLM bakeoffBENCHMARKRun frontier LLM answers beside ALCHEMIST and score the operating-standard gap.
Open workflow