Research, Synthesis, and the Four Findings That Shaped Every Decision
| Property | Value |
|---|---|
| 🏷️ Status | Complete |
| 📅 Project | ReconLayer · Middle-Office Break-Triage Tool |
| 🔖 Phase | Discover |
| 🛠️ Method | Structured interviews · Competitive teardown · Market & buyer-economics research |
| 👥 Participants | 5 — anonymized former colleagues now in equivalent middle-office roles, across 4 buy-side firms |
| 📋 Format | Structured interview guide · anonymized · paraphrased quotes (add session medium/length if you want it shown) |
Discover answered one question: for a lean, budget-constrained middle-office desk, is there a defensible place for a small internal tool to stand — and what would make skeptical operators trust it?
The research ran three streams: a full trade-lifecycle competitive teardown, buyer-economics research on how small funds actually pay for this work, and five structured interviews across four buy-side firms. Synthesis produced four findings that shaped every downstream decision — and, notably, the sharpest inputs pushed against the initial idea.
Reconciliation breaks have no single owner on a lean desk: the analyst finds them, the manager signs off the NAV, the COO owns the ODD story and the budget. I interviewed five people across those roles — anonymized former colleagues now in equivalent seats at four different firms — to surface one thing: what would have to be true for a small, spreadsheet-native tool to be trusted on a desk that handles institutional money?
Four findings shaped every decision that followed.
Anonymized; former colleagues and contacts now in equivalent roles. Cross-firm on purpose — the goal was the pattern, not one shop's habits.
| Role | Firm type | Perspective |
|---|---|---|
| COO | Multi-strategy alternative manager | Budget · risk · ODD compliance |
| Operations team lead | Multi-strategy alternative manager | Daily reconciliation · shadow-NAV sign-off |
| Operations analyst | Fund-of-funds desk | Multi-class cash & NAV verification |
| Operations analyst | Bespoke derivatives / credit fund | OTC margin & valuation reconciliation |
| External operations consultant | Independent advisory | Institutional ODD & audit requirements |
Enterprise reconciliation platforms are priced and scoped for banks and large managers with IT teams. On a lean desk the analyst is the integration layer — pulling a CSV from the administrator, an export from the front office, a PDF from the broker, and matching them by hand. The platforms flag breaks; they hand the resolution and the counterparty communication back to the person.
Paraphrased: "Finding the break is the easy 10%. Typing fifteen separate emails to Goldman and JPM is what eats my morning."