Company
Quantitative infrastructure built around evidence and provenance.
Voltacent develops research and inference tooling for systematic workflows. No customers, funding, revenue, partnership or live-trading claim is made here.
What we are building
An inference layer with its evidence attached.
Voltacent is building quantitative research and inference software that produces direction probability, expected return and volatility forecasts, each tied to the model run and validation design behind it. Risk and order execution stay with the integrator.
Intended users
- — Systematic trading teams evaluating model-driven direction, expected-return and volatility inputs
- — Quantitative researchers who need run-level provenance and walk-forward validation detail
- — Integrators who operate their own risk and execution layer and want a typed inference contract
These describe who the product is designed for. No customers or users are claimed.
Company profile
Owner-supplied facts only- Legal entity
- Not yet provided
- Founder / team
- Not yet provided
- Location
- Not yet provided
- Founded
- Not yet provided
- Contact
- Not yet provided
Product stage
Research, staging and planned production — kept separate.
Historical model development and out-of-sample evaluation.
- — Model catalogue with repository run IDs
- — 11-fold expanding-window OOS validation (2016–2026)
- — Positive and negative ablations published together
- — Volatility model family on an experiment branch
Integration work and labelled interface previews. Not live.
- — Hybrid classifier marked STAGING
- — Recorded canary telemetry snapshot (16 Sep 2026)
- — Simulated Signal Explorer with synthetic data
- — Interface specifications with example payloads
Not yet deployed. No date is committed.
- — Production inference serving
- — Live market-data ingestion
- — Monitoring and alerting
- — External API access
Roadmap
Planned work. Not yet deployed.
No delivery dates are committed. Items move to the evidence list only once they exist.
- 01Production inference servingHosted endpoints for the documented inference contracts.Not yet deployed
- 02Live market-data ingestionA connected point-in-time market-data provider.Not yet deployed
- 03MonitoringServing health, data freshness and model-drift observability.Not yet deployed
- 04External API accessAuthenticated keys for approved integrators.Not yet deployed
- 05QuantConnect LEAN testingStatus remains NOT YET TESTED.Not yet deployed
Company
Research infrastructure with inspectable evidence.
A quantitative research and inference platform for systematic trading workflows.
Mission
Make model provenance, validation design and deployment status inspectable before any output reaches a risk or execution layer.
Current stage
product Stage
RESEARCH / STAGING
live Trading
NOT CLAIMED
lean Validation
NOT YET TESTED
telemetry Provider
CANARY SNAPSHOT · NOT LIVE
market Data
NOT CONNECTED
Traceable research
Published figures are attached to repository run IDs and source paths.
Explicit architecture
Features, targets, model families and downstream boundaries are documented separately.
Validation discipline
Expanding-window OOS evaluation is distinguished from staging and production status.
Inspectable documentation
Inference contracts, provenance rules, limitations and negative ablations are public.
Connect to Voltacent
Review the methodology, ask technical diligence questions, or discuss future platform access.