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Markets & Trading Systems

Real-Time PnL & Exposure Monitoring without the six-month discovery phase.

We focus on PnL and exposure alerts before small issues compound. Written scope, your stack, weekly demos — no account-manager layer.

10-12 weeksPythonWeekly demos

TradingView alerts fire but real-time pnl & exposure monitoring — scope creep is the enemy. We agree on one metric, one cut line, and 10-12 weeks for production execution with risk gates. Then we build until that version is signed off.

Backtests that ignore fees are marketing, not research.

We won't go live without paper trading validation criteria in writing.

Primary buyer fit

Dominant persona: Risk leads

Risk and ops leads who need PnL and exposure before the close.

Also relevant for

  • -PMs tracking intraday strategy health.
  • -Engineering teams adding observability to legacy stacks.

Problems we solve

  • -Real-Time PnL & Exposure Monitoring estimates balloon because acceptance criteria were never written.
  • -A previous vendor shipped real-time pnl & exposure monitoring that broke on edge cases in week two.
  • -Your team lacks bandwidth to own real-time pnl & exposure monitoring while shipping the core product.
  • -Integrations around Python are fragile and nobody owns on-call.
  • -Stakeholders disagree on what "real-time pnl & exposure monitoring done" means — so nothing ships.

What we deliver

  • -Written scope for real-time pnl & exposure monitoring with explicit in/out of scope
  • -Weekly demo — live or recorded — with decisions logged
  • -Acceptance checklist signed before production launch
  • -Runbook for the failure modes we expect in month one
  • -Handoff doc so your team can maintain without us
  • -Working implementation in your repo using Python and Interactive Brokers API

How we work

  1. 1.Kickoff: access, repos, and 10-12 weeks for production execution with risk gates target
  2. 2.Prototype: rough end-to-end path for feedback early
  3. 3.Harden: edge cases, monitoring, and docs
  4. 4.Release: go-live support and next-step backlog

Why Futurebits

  • -Stack-first: we start with Python unless the audit says otherwise.
  • -Direct access to the people writing code or design files.
  • -We won't go live without paper trading validation criteria in writing.

Frequently asked questions

How is Real-Time PnL & Exposure Monitoring priced?

Fixed scope for sprints (10-12 weeks for production execution with risk gates). Broader work runs as a pod with weekly demos. We quote after a 30-minute scoping call.

What do you need from us to start?

One decision-maker, repo or staging access, and honest constraints (timeline, budget, stack). Existing docs help but aren't required.

Can you stay on after Real-Time PnL & Exposure Monitoring launches?

Yes — maintenance sprints or a partner retainer. Many teams keep us for the next bottleneck once v1 is stable.

Who on your team works on Real-Time PnL & Exposure Monitoring?

The same small team from kickoff to launch — not a rotating bench. You talk to the people writing code or design files.

What does the first week of Real-Time PnL & Exposure Monitoring look like?

Access, repo setup, and a written scope draft. No build until you sign off on cut lines and the metric we're targeting.