Reific
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Bring orderto the signals yourdecisions ride on.

An AI decision layer for operators whose P&L lives in time series.

multivariate · calibrated · interpretable · auditable
01 / thesis

The world emits trajectories. Most stacks try to read them as text.
We are building AI foundation models for the signals reality actually emits — and an auditable layer for the decisions made on top. CSVs in, decisions out.

02
Multivariate

Every signal that moves a decision. And the pattern between them.

ERCOT North · Aug 22 · 15:30 CT
Scarcity by 18:00?
Hedge 120 MW · price +10%
signal canvas
loadpriceheatSOC
AI analogue: load dip + low SOC
resolved as
riskscarcity analoguecallhedge 120 MWreview17:00
03
Calibrated

Uncertainty you can act on. Not pretend isn’t there.

price-risk check
ERCOT North · Aug 22 · 15:30 CT
Scarcity by 18:00?
Hedge 120 MW · price +10%
distributiontail
P50 $410P99 $2.7k
coveredweekday rampreviewscarcity tail
04
Interpretable

Why the risk moved. In language the room understands.

driver explanation
ERCOT North · Aug 22 · 15:30 CT
Scarcity by 18:00?
Hedge 120 MW · price +10%
analogue + heat drove the tail
05
Auditable

Every forecast becomes a defensible record.

decision record
ERCOT North · Aug 22 · 15:30 CT
Scarcity by 18:00?
Hedge 120 MW · price +10%
01signals frozen
02analogue attached
03hedge approved
04settlement replay
signalsmodeldesk
agents

Ground AI agents in true numerics. Not guesswork when the system leaves distribution.

MCP available
06 / dossier

The output is not another dashboard. It is a decision packet an operator, agent, or board can act on.

  1. trust boundaryIs the forecast still in a regime we have evidence for?do not auto-approve · ask ops for missing readings · route to the duty lead
  2. downsideWhat breaks if the bad-case scenario happens?buy reserve power now · delay the commitment · cap exposure at $50k
  3. actionWhich move changes the risk, not just the chart?increase price by 10% · shift load after 19:00 · dispatch battery for the evening ramp
  4. recordWhat evidence did the team or agent rely on?approve with heatwave caveat · reject the agent recommendation · open a postmortem
07 / contact

Bring us onedecision worthdefending.

Thirty minutes. One recent forecast-driven call. We’ll show you what a calibrated, auditable version of that decision looks like.

Book a demo