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Broker-Agnostic Position Reconciliation
A SaaS sidecar that continuously reconciles strategy-level positions, net portfolio exposure, persisted state, and broker-reported positions. It would help independent traders catch mismatches before they become expensive live-trading incidents, especially after restarts or partial outages.
Why this matters
When you run multiple strategies on the same instrument, the hard part is no longer signal generation. The real stress starts when one strategy thinks it owns a position, your broker shows a different net exposure, and a restart leaves you guessing which state is correct. You end up stitching together memory state, local files, and broker responses while hoping one process does not interfere with another. The cost is not just time. A small mismatch can trigger unintended orders, broken risk limits, or silent drift that only becomes visible after real losses. You want a system that tells you exactly where state diverged and how to recover safely.
- · Built for Independent algo traders and small systematic trading teams running multiple live strategies across one or more broker accounts..
- · Most likely monetization: SaaS subscription.
The Pain · Narrative
When you run multiple strategies on the same instrument, the hard part is no longer signal generation. The real stress starts when one strategy thinks it owns a position, your broker shows a different net exposure, and a restart leaves you guessing which state is correct. You end up stitching together memory state, local files, and broker responses while hoping one process does not interfere with another. The cost is not just time. A small mismatch can trigger unintended orders, broken risk limits, or silent drift that only becomes visible after real losses. You want a system that tells you exactly where state diverged and how to recover safely.
Score Breakdown
Market Signal
Go-to-Market
First target users are solo or two-person algo trading setups running at least three live strategies through one broker account with custom code.
3,000-10,000 globally in the first practical niche
Developer-heavy trading communities and broker API forums
$79/month
Secure 10 design partners who connect live read-only accounts and review at least one real mismatch report within 30 days
MVP Scope · 1–2 weeks
- Define a normalized position schema for strategies, portfolios, and broker accounts
- Build one read-only broker connector and one CSV or webhook-based internal state importer
- Implement PostgreSQL snapshot storage with reconciliation diff logic
- Create a basic web dashboard showing broker state versus internal state
- Set up alerting for position mismatches and stale snapshots
- Add restart recovery workflow with historical state timeline
- Implement per-strategy tagging and ownership rules
- Add reconciliation confidence scoring and false-positive suppression
- Create onboarding docs and a sample local agent for heartbeat reporting
- Run pilot tests with 3 to 5 live users and refine discrepancy explanations
Differentiation
Why This Might Fail
Self-rebuttal — the most important trust signal
- 1Position attribution may be impossible to infer reliably for some broker setups without deeper integration than users are willing to grant
- 2The product may be seen as too risky unless it proves accuracy over many edge cases
- 3The reachable paying segment may be narrower than expected because simpler traders do not hit this pain yet
Evidence Summary
How AI synthesized this insight — no verbatim quotes
This was the strongest and most specific pain in the discussion, with repeated references to multi-strategy state drift, restart recovery, and keeping internal and broker positions aligned. The comments describe this as the hardest engineering problem rather than a minor annoyance, and several users already maintain custom reconciliation layers, which is a strong signal of unmet need.
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Build
Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.
Landing Page Copy Kit
Ready-to-paste copy based on real Reddit community language — no editing required
Headline
Broker-Agnostic Position Reconciliation
Sub-headline
A SaaS sidecar that continuously reconciles strategy-level positions, net portfolio exposure, persisted state, and broker-reported positions. It would help independent traders catch mismatches before they become expensive live-trading incidents, especially after restarts or partial outages.
Who It's For
For Independent algo traders and small systematic trading teams running multiple live strategies across one or more broker accounts.
Feature List
✓ Continuous broker versus internal state reconciliation ✓ Per-strategy position attribution ✓ Restart recovery snapshots with SQL-backed audit history ✓ Mismatch alerts and incident timeline ✓ Read-only mode for safe initial adoption
Where to Validate
Share your landing page in r/r/algotrading — that's exactly where these pain points were discovered.
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