Applied ML & Predictive Intelligence.
Forecasting and risk models that state how confident they really are. Calibration is the first requirement, because operators only act on numbers they can trust.
Honest uncertainty is the product.
Every model ships with conformal intervals and calibration monitoring in production. A confident wrong answer is worse than an honest uncertain one.
Predictions that arrive in time to act.
Pre-departure risk hours ahead, drift detection before the defect, anomaly signals before the market moves. We build forecasting that runs ahead of the operation.
Running in three regulated industries.
AeroFarr scores disruption risk across the national airspace continuously. FreightCortex surfaces market anomalies. SPCio detects process drift on live factory data.
Proof in Production
Platforms behind this serviceSignals
Agentic AI EngineeringHuman-in-the-Loop That Doesn’t Kill Velocity
Local and Air-Gapped LLMs, What Actually Works Offline
GraphRAG and Knowledge Graphs, When the Extra Structure Pays
Long-Horizon Agents, Memory, Compaction, Context Discipline
Questions, answered
Applied ML & Predictive Intelligence · common questionsWhat does Zorost's Applied ML & Predictive Intelligence service include?
Calibration-first machine learning: ensembles, conformal intervals, and honest uncertainty for forecasting, anomaly detection, and risk scoring. Forecasting and risk models that state how confident they really are. Calibration is the first requirement, because operators only act on numbers they can trust.
How does Zorost approach Applied ML & Predictive Intelligence?
Honest uncertainty is the product. Every model ships with conformal intervals and calibration monitoring in production. A confident wrong answer is worse than an honest uncertain one.
Is Applied ML & Predictive Intelligence available for federal contracts?
Zorost delivers this commercially, and brings the same discipline to federal missions when required (SAM.gov registered, NAICS 541511, 541512, 541715, 518210).
How do we engage Zorost for Applied ML & Predictive Intelligence?
Engagements start with a working session on your goals and constraints, then a scoped first phase. Contact [email protected] or ask the concierge on this page.
Serving those who
need to stay ahead.
We don't pitch slide decks. We show you what we've already built in your domain, then engineer what your mission requires.
