# LDI Glidepath Monitor

*/Opportunities/LDI_Glidepath_Monitor*

## Opportunity Overview

**Wedge**: The initial beachhead targets mid-market OCIOs managing $100M to $1B pension plans. This niche experiences the acute operational friction of tracking multiple custom glidepaths simultaneously and decides on software adoption faster than the underlying corporate sponsors. Expansion proceeds by shifting from passive threshold alerts to automated trade staging via FIX routing, eventually selling the platform directly to corporate sponsors to internalize the oversight function.
**Timing**: Programmatic access to high-quality corporate bond yield data and portfolio API integrations now allow continuous monitoring without requiring a multi-million dollar institutional prime brokerage infrastructure.
**Why This I C P**: Mid-market Outsourced Chief Investment Officers (OCIOs) face immediate fiduciary risk and severe margin compression from manually tracking custom glidepaths across dozens of distinct client portfolios.
**Size Of Prize**: There are ~8,000 corporate defined benefit plans in the US that spend an average of ~$50,000 annually on specialized actuarial and OCIO fees specifically for glidepath monitoring, yielding an addressable market of ~$400M.
**Gap Narrative**: Corporate pension plans and their outsourced investment managers track Liability-Driven Investing (LDI) glidepaths using manual spreadsheets and delayed actuarial reports. This lag causes missed de-risking triggers during intraday market volatility. A persistent gap exists for a system that calculates daily funded status against custom liability curves and immediately surfaces execution instructions when a de-risking threshold is breached.
**Defensibility**: Workflow and integration lock-in form the primary moat. Once the platform integrates with a specific custodian and becomes the system of record for the plan's custom liability benchmark and trigger rules, replacing it introduces severe fiduciary risk and operational downtime.
**Why This Thesis**: Software is the exact structural fit for LDI monitoring because glidepaths are deterministic, math-based rulesets that require continuous calculation and zero subjective judgment once the investment policy statement is established.

## Opportunity Linked Thesis

**Thesis**: [Software](/Theses/Software)

## Opportunity Linked I C P

**Icp**: [Pension Fund](/CompanyTypes/Pension_Fund)

## Opportunity Market Sizing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**S A M**: ~$300M - $500M North American and UK corporate pension funds actively executing derisking strategies
**S O M**: ~$15M - $30M
**T A M**: ~15,000 global defined benefit pension plans × ~$75,000/yr per plan ≈ $1.1B
**Growth Rate**: ~10-14%/yr, driven by market volatility requiring daily funded status tracking rather than quarterly actuarial reviews
**Paid Comparable Spend**: ~$100,000 - $250,000/yr on outsourced investment consultant retainers, actuarial true-up fees, and internal risk analyst labor

## Opportunity Incumbents

- [BlackRock Aladdin](/Products/BlackRock_Aladdin) — Tool
- [Moodys PFaroe](/Products/Moodys_PFaroe) — Tool
- [Actuarial Excel Models](/Products/Actuarial_Excel_Models) — Spreadsheet
- [Russell Investments OCIO](/Products/Russell_Investments_OCIO) — Service
- [NISA LDI Solutions](/Products/NISA_LDI_Solutions) — Service
- [Clearwater Analytics](/Products/Clearwater_Analytics) — Tool
- [Quarterly Consultant Reports](/Products/Quarterly_Consultant_Reports) — Service

## Opportunity Win Conditions

**Kill Thresholds**:
- Fewer than 3 logins per week by primary users after 30 days of deployment
- Custodian data integration requires more than 30 days per new customer
- Sales cycle for initial pilot conversions exceeds 120 days
- Funded status calculation variance exceeds 50 basis points compared to official quarterly actuary reports
**Leading Metrics**:
- Daily active usage by chief investment officers and treasury teams
- Data ingestion latency from custodian bank feeds
- Number of automated glidepath allocation alerts triggered per month
- Funded status variance against official quarterly actuarial true-ups
**What Proves Right**: Pilot customers log into the dashboard daily to check funded status instead of waiting for quarterly actuarial reports. Investment committees execute derisking asset allocations directly based on the automated glidepath alerts. Customers sign annual contracts at $50,000 or higher, replacing legacy outsourced investment consultant retainers.
**What Proves Wrong**: Chief investment officers ignore the daily dashboard and continue deferring to quarterly actuarial PDFs for derisking decisions. Custodian banks block automated data ingestion, forcing manual data entry and rendering the liability tracking stale. Investment committees refuse to authorize allocation changes without traditional actuarial certification, stalling all pipeline deals indefinitely.

## Opportunity Build Profile

**Hardest Part**: Standardizing and synchronizing daily custodian asset valuations with custom liability cash flows discounted against fluctuating OTC yield curves. Failing to achieve absolute mathematical precision breaks the de-risking triggers and violates institutional mandates.
**Min Viable Scope**: Focus exclusively on calculating daily funded status for a single closed corporate pension plan using a standard corporate bond yield curve. Omit multi-plan aggregation, automated trade execution, and illiquid alternative asset pricing.
**Cold Start Problem**: Actuaries and custodians hold the required data in legacy formats and actively block third-party access. Break this by onboarding a single corporate plan sponsor who mandates data sharing from their vendors, seeding the system with historical static files to prove the daily calculation engine.
**Time To First Value**: 3-4 weeks of onboarding to establish custodian feeds and actuarial cash flow imports
**Data Moat Available**: false
**Technical Difficulty**: High

## Neighborhood

### Where the gap lives

- [Corporate Defined Benefit Plans](/CompanyTypes/Corporate_Defined_Benefit_Plans) — latent gap · CompanyTypes

### Incumbent in

- [Russell Investments OCIO](/Products/Russell_Investments_OCIO) — incumbent in · Products
- [NISA LDI Solutions](/Products/NISA_LDI_Solutions) — incumbent in · Products
- [Quarterly Consultant Reports](/Products/Quarterly_Consultant_Reports) — incumbent in · Products
- [Actuarial Excel Models](/Products/Actuarial_Excel_Models) — incumbent in · Products
- [BlackRock Aladdin](/Products/BlackRock_Aladdin) — incumbent in · Products
- [Clearwater Analytics](/Products/Clearwater_Analytics) — incumbent in · Products
- [Moodys PFaroe](/Products/Moodys_PFaroe) — incumbent in · Products

### Applies thesis

- [Pension Fund](/CompanyTypes/Pension_Fund) — applies thesis · CompanyTypes

### Embodies

- [Software](/Theses/Software) — embodies · Theses

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