01
Portfolio-aware research
Run simple single-asset tests or expand into multi-asset, multi-strategy portfolios with capital allocation, exposure tracking, consolidated metrics, and attribution.
PRISM quantitative framework
Research. Validate. Deploy.
A quantitative trading framework built for disciplined strategy research, portfolio-aware validation, and explicit live deployment handoffs.
Features
A complete quant workflow, not another isolated backtester.
02
Validation chain
Move from baseline backtests into parameter optimization, walk-forward validation, Monte Carlo stress testing, paper testing, and deployment review.
03
High-throughput execution path
Use the reference event-driven engine for correctness, then accelerate compatible workloads through vectorized execution modes for broad research studies.
04
Source-aware data pipeline
Ingest market data through a provider registry, normalize bars into a canonical store, track acquisition attempts, and reuse universes across download and research flows.
05
Durable catalog and lineage
Preserve stable run identifiers, strategy versions, parameter sets, data scope, chart snapshots, reports, and downstream artifacts in a connected research record.
06
Manual live deployment handoff
Promote validated candidates intentionally, emit webhook payloads to a live engine, and monitor positions, orders, PnL, signals, fills, and errors from one operator view.
Research Account
Latest validation snapshot
Equity
$410,635
Cash
$59,543
Buying Power
$611,132
Portfolio Study
Current holdings
Symbol
Qty
Value
PNL
GOOGL
2
770.69
90.11
SMH
5
2,544.75
17.25
TQQQ
3
195.48
8.34
Validation Chain
Recent research artifacts
ID
Stage
Asset
Status
Updated
7f30a
Walk-forward
SOXL
Passed
2:00 PM
91b52
Monte Carlo
Portfolio
Ready
1:56 PM
Roadmap
Planned upgrades from research desk to live operations.
The roadmap follows the framework design docs: strengthen the data foundation, deepen validation, then scale into live portfolio operation and faster research loops.
01
Foundation
Data catalog and universe engine
Build a durable acquisition catalog with auto-ingest, provider-aware provenance, freshness summaries, scheduled task visibility, and reusable universes that drive downloads, backtests, and portfolio studies.
02
Asset intelligence
Asset information and screener
Add an asset reference backbone, enrichment pipelines, provider-separated detail panes, saved filters, preview counts, and one-click handoff from screener results into universes and research workflows.
03
Validation
Optimization v2 and robustness
Advance parameter optimization with robust-region detection, clustering, formal candidate promotion, richer explorer compare modes, walk-forward validation, and Monte Carlo stress testing as cataloged artifacts.
04
Portfolio risk
Portfolio-aware construction
Extend scoring and reporting around portfolio aggregation, correlation checks, attribution, strategy and asset exposure, annual-volatility sizing, and explicit margin and gross-exposure controls.
05
Live ops
Deployment and live monitor
Promote validated or manual deployments into a live workflow with lineage-rich webhooks, Interactive Brokers first live data, signal journaling, live metrics, and pause, resume, and stop controls.
06
Scale
Fast charts and vectorized research
Use ChartSnapshot artifacts with Magellan-ready rendering, add a ticker-driven market workspace, and phase in vectorized execution with parity checks, resumable jobs, and faster batch scheduling.
Pricing
Founding pricing for serious strategy builders.
Start on the waitlist, then choose the research depth that matches how close you are to deployment.
Waitlist
Free
For traders who want launch updates and early product direction.
- Private build updates
- Early feature surveys
- Founding-user invitations
Researcher
$49/mo
For solo quants validating strategies before taking them live.
- Backtests and optimization studies
- Walk-forward validation
- Monte Carlo risk summaries
Operator
$149/mo
For active traders who need portfolio research and deployment monitoring.
- Portfolio-aware studies
- Deployment candidate review
- Live monitor workflow
Sign Up
Get early access before the product goes public.
Join the early access list and help shape which workflow ships first: research, portfolio construction, validation, or live monitoring.
Waitlist members
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