Research
Build a liquid universe and timestamp fundamental, macro, technical and news evidence from approved sources.
LIGERA TRADING SYSTEMS · PAPER-FIRST PILOT
Automate the controls before the trades.
We turn one explicit strategy into a traceable research and Paper-execution system. Evidence, risk, broker state and failure recovery are separated so a model cannot talk its way around a hard limit.
- Commercial state
- Paper pilot
- Client assets
- No custody
- Live execution
- Not included
THE OPERATING CHAIN
Four engines. One veto-capable gateway.
Research and model output never connect directly to an order. The decision record and deterministic risk gateway sit between them.
Decide
Create a pre-trade record with thesis, invalidation, entry condition, horizon and separate confidence for data and signal.
Control risk
A deterministic gateway checks strategy authorization, position size, stop, reward/risk, spread, exposure, data freshness and kill-switch state.
Execute and reconcile
The Paper broker receives an idempotent order only after every gate passes; fills, protective legs, positions and costs are reconciled afterward.
MARKET DATA→EVIDENCE RECORD→RISK GATEWAY→PAPER BROKER→RECONCILIATION
REAL JARVIS PAPER RECORD · AUGUST 2026
The evidence includes decisions not to trade.
These records come from the current JARVIS Paper workspace. They demonstrate operating behavior and incidents, not a validated edge or expected return.
25 AUG 2026WATCH_RESEARCH
36-instrument multi-asset watchlist
U.S. equity, sector, rates, credit, real-estate, metal, energy and crypto-exposure ETFs were checked for availability. Watch status did not grant order authority.
26 AUG 2026NO_TRADE
A market move was rejected
Energy strengthened after an EIA release, but there was no authorized strategy with out-of-sample support. The system refused to chase the observed move.
27 AUG 2026PAPER_OPEN
One bounded Paper bracket
Seven whole PDBC shares were opened at USD 18.25 with a structural stop, USD 18.97 target, planned 2:1 reward/risk and approximately 0.77% planned risk on the operating book.
27 AUG 2026KILL_SWITCH
Ambiguity stopped new entries
A reconciliation mismatch initially classified the position as orphaned. Even after the protective legs were found, the switch stayed active pending an auditable human review.
PILOT OFFERS
Start with proof, then earn automation.
Prices are validation hypotheses in USD. Final scope depends on data licenses, broker, universe, frequency, strategy complexity and support.
From $499
Strategy readiness audit
Review one explicit strategy, its data, assumptions, costs, backtest design, broker constraints and required risk policy. No orders are sent.Request an audit ↗From $1,500
Automated Paper pilot
Configure one strategy in Paper with versioned rules, data checks, sizing, order workflow, reconciliation, kill switch, ledger and handoff.Scope a Paper pilot ↗From $249/month
Monitored operation
Scheduled health checks, incident review, scorecards and controlled updates after the Paper environment passes acceptance tests.Discuss monitoring ↗REQUIRED BEFORE PAPER
The client brings a strategy—not a profit target.
- Named universe, horizon, benchmark and broker
- Explicit entry, invalidation and exit logic
- Economic Paper capital separated from promotional broker balance
- Maximum risk by trade, day, strategy and portfolio
- Approved data, session, order types and incident owners
What the pilot will not do
- Guarantee returns or describe Paper results as income
- Trade from an unverified headline or free-text model answer
- Store a broker password in code, reports or screenshots
- Expand a universe, limit or strategy without authorization
- Connect to live funds under the Paper agreement
LIVE IS A DIFFERENT BUSINESS DECISION
Live auto-trading is not for sale through this page.
FINRA warns that unregistered auto-trading providers can expose investors to inappropriate trades, unsupported performance claims, AI washing and credential risk. Any future live service would require a separate legal and regulatory analysis, verified provider relationships, suitability and disclosure design, contract, broker permissions and a newly approved risk mandate.