Futures API — Simulation as infrastructure
Platform / Futures API

FUTURES
API

Simulation exposed as infrastructure.

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01 — WHAT IT DOES

SIMULATION
ON DEMAND

You send the system state, relevant variables or a decision to evaluate. You receive simulated scenarios, result distributions and structured metrics.

This is not a static model that always produces the same response. Each call runs simulations in real time against the conditions you send.

Input
System stateVariablesDecision
PiscisFutures API
Output
Result distributionScenariosMetrics
Example

SIMPLE TO INTEGRATE.
HARD TO REPLICATE.

import { PiscisClient } from "@piscis/sdk"

const client = new PiscisClient({ apiKey: process.env.PISCIS_API_KEY })

const result = await client.simulate({
  context: {
    region: "LATAM",
    sector: "logistics",
    variables: {
      demand_index: 1.4,
      disruption_probability: 0.18,
    },
  },
  horizon: 90,   // days
  scenarios: 5000,
})

console.log(result.distribution)
// { p5: 0.62, p50: 0.81, p95: 1.03, worst_case: 0.41 }

console.log(result.scenarios[0])
// { id: "s-001", outcome: 0.79, risk_exposure: "medium", path: [...] }
02 — WHY IT MATTERS

FROM OFFLINE ANALYSIS
TO REAL-TIME EVALUATION

01

Direct integration

Simulation becomes part of your systems — not a separate process running on another team or tool.

02

Decisions in context

Each execution responds to current conditions. You don't simulate fixed assumptions — you simulate the real state of the problem.

03

Scalability

From a single query to thousands of parallel evaluations. The API scales with your use case.

03 — HOW IT WORKS

THREE STEPS. ONE RESULT.

01

Define the input

Current system state, relevant variables or the action you want to evaluate.

02

Run the simulation

Piscis runs multiple scenarios in parallel against the received input.

03

Consume the results

Probability distributions, scenario comparisons and structured outputs ready to use.

04 — WHAT CHANGES

SIMULATION STOPS BEING A PROCESS.
IT BECOMES A CAPABILITY.

Any system connected to the Futures API can evaluate scenarios before acting. No dedicated team or separate analytical process needed.

Distributions

of results per call

Comparative

across possible scenarios

Evaluation

of decisions before executing

Exposure

to quantified variability

Early access

The API is available for teams in the early access program.