Markets & Trading Systems
Forward testing and shadow mode before real capital.
Validate strategy behavior on live feeds in paper and shadow environments with strict promotion criteria.
Primary buyer fit
Dominant persona: Prop desks
Prop desks pressure-testing intraday systems before risking desk capital.
Also relevant for
- -Funds with strict deployment governance between research and production.
- -Discretionary desks validating model overlays alongside manual execution.
Problems we solve
- -No controlled step between promising backtests and real-money deployment.
- -Weak observability on strategy behavior during live-feed validation.
- -Ad-hoc promotion decisions without statistical confidence thresholds.
What we deliver
- -Paper + shadow mode execution environment mirroring production pathways.
- -Validation dashboards for drift, fill-quality, and risk violations.
- -Clear promotion criteria and rollback guardrails.
Frequently asked questions
What outcomes should we expect from forward testing & shadow mode?
We align forward testing & shadow mode work to measurable outcomes such as cycle-time reduction, quality improvements, and conversion or retention gains depending on your use case.
How long does delivery usually take?
Focused scopes usually land in 2-4 weeks. Broader implementations run 8-12 week pod engagements with weekly demos and clear milestones.
Can you work with our existing team and stack?
Yes. We typically work inside your stack and repo, follow your review process, and leave your team with clean documentation and handoff clarity.
How do you manage risk and quality?
We define acceptance criteria up front, ship in small increments, and track quality with explicit checks, observability, and rollback-safe delivery habits.
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