MarginLens

Built for real
margin work

Upload the margin figures you already have — from your own spreadsheet or margin vendor — and see them organized, categorized, and explained in one place across the entire book.

All demos show simulated data Currently in private beta
How the AI stays grounded

Every number the AI cites comes from your uploaded data, not the language model. MarginLens doesn't calculate margin — it organizes the initial and variation margin figures you already have into cleared and OTC breakdowns, alerts, and reports. The AI only narrates what's actually in your data. It never invents a figure. When it has no answer, the system says so.

Everything in one place

Integrated modules — from live dashboard to structured exports — purpose-built for institutional margin workflows.

Dashboard
Live overview
Total IM, excess collateral, margin utilization %, and position count — all from your own uploaded figures. Full position table with asset class breakdown.
Margin Call Monitor
Threshold detection
Automated classification: Critical (>90%), Warning (70–90%), Safe (<70%). Live alert list with risk score, margin %, and P&L inline.
Margin Usage
Your data, organized
OTC and cleared margin, net VM, and total IM — from your own uploaded figures, not calculated by MarginLens. Per-position utilization bars with asset class drill-down.
Scenario Test
Stress-test before it happens
Adjust position size and a market shock. MarginLens scales your uploaded margin proportionally for directional insight — not a recalculation of your official margin — before markets move.
Assistant
Natural-language queries
Ask questions like "which positions are closest to a margin call?" or "explain my binding stress scenario for ES." Grounded in your own margin data — not a generic chatbot.
Margin Breakdown
Full detail, every position
Cleared and OTC margin broken out by position, straight from your uploaded data. The only math MarginLens performs is generic business arithmetic — like the 110% house IM multiplier — not a margin calculation.
Reports
Structured exports
Six report types: VM, Cleared Margin Decomposition, OTC Margin Decomposition, Risk Sensitivity Export, Historical Margin (Illustrative), House IM. Account-stamped and generation-timestamped for internal review.
Data Sources
CSV & XLSX upload
Drop any CSV or XLSX file. Auto-detects data type, maps columns, and shows a preview before import. Database and REST API connections coming soon.
Alerts
Full notification feed
Critical / warning / success / info classifications. Each alert shows position symbol, side (LONG/SHORT), risk score, margin %, and P&L inline.
Ask your margin book anything

Type a question the way you'd ask a colleague. MarginLens reads your uploaded margin data and returns a grounded, traceable answer in seconds — no dashboards, no SQL, no waiting on a quant.

Try an example query →

MarginLens · Simulated
Catch the call before it happens

Automated threshold detection across all positions. Classified as Critical (>90% utilization), Warning (70–90%), or Safe (<70%). A live alert list shows which positions require action with risk score, margin %, and P&L inline. Actionable from the alert list in one click.

SIMULATED DATA — not real positions
Positions Monitored
5
All books
Critical
1
>90% utilization
Warning
2
70 – 90%
Safe
2
<70%
Symbol
Asset Class
IM Utilization
Status
Top Driver
Mkt Value
ES Z6
FUTURES
94.2%
CRITICAL
Cleared IM
$4.2M
ZN Z6
FUTURES
81.3%
WARNING
Cleared IM
$2.8M
IRS USD 5Y
OTC IRS
76.8%
WARNING
OTC IM
$1.9M
EUR/USD Fwd
FX FWD
58.4%
SAFE
OTC IM
$1.1M
CDX.IG S44
CREDIT
38.1%
SAFE
OTC IM
$740K
Stress-test before it happens

Adjust position size, price shock, and volatility shock independently. MarginLens scales your uploaded margin proportionally for directional insight — not a recalculation of your official margin — so you have a sense of exposure before markets move.

SIMULATED DATA — MarginLens · PRIME-44812
SELECT POSITION
Position Size Multiplier1.0x
.1x5x
Volatility Shock+0%
-75%+200%
Price Shock+0%
-80%+300%
Scenario Result
Base Margin
Scenario Margin
Change (Δ)
Status
Structured reports, on demand

Timestamped, account-stamped, export-ready. Every figure is organized from your uploaded margin data — built for ops and internal risk review, not a substitute for your firm's official margin systems.

Variation Margin
Daily P&L per position. Net VM across all books with long/short attribution.
XLSX
Cleared Margin Breakdown
Your uploaded initial and variation margin for cleared-style positions, organized per position with % of group total — nothing recalculated.
XLSX
OTC Margin Breakdown
Your uploaded initial and variation margin for OTC-style positions, organized per position with % of group total — nothing recalculated.
XLSX
Risk Sensitivity Export
Your position-level market value and margin figures laid out in a standard column format for internal analysis — not validated for submission to an IM calculation agent.
CSV
Historical Margin (Illustrative, 30D)
Simulated daily trend around today's uploaded margin — not reconstructed from actual historical values. Total Margin · OTC IM · Cleared IM · Net VM · Margin utilisation.
XLSX
House IM Report
A 110% house multiplier applied on top of your uploaded initial margin. Per-exchange breakdown and excess collateral summary.
XLSX
Sample output — Variation Margin Report (simulated)
DateSymbolAsset ClassQtyBase MVEnd MVDaily VMNet VM
2026-06-11ES Z6Futures (CME)1504,218,7504,212,3006,4506,450
2026-06-11ZN Z6Futures (CME)4002,812,5002,809,3753,1253,125
2026-06-11IRS USD 5YOTC IRS1,920,0001,918,2401,7601,760
2026-06-11EUR/USD FwdFX Forward10,000,0001,108,4001,107,3841,0161,016
2026-06-11CDX.IG S44Credit (OTC)740,000739,381619619
NET TOTAL2,272
Full detail, every position

The Margin Breakdown view shows exactly the initial and variation margin you uploaded for every position, organized into Cleared and OTC groups with each position's share of its group total. MarginLens doesn't calculate any of these numbers — it organizes the ones you already have, and applies the 110% house IM multiplier on top.

SIMULATED DATA — MarginLens · PRIME-44812
Cleared Margin Breakdown — ES Z6
Initial Margin (uploaded)$15,640
Variation Margin (uploaded)$996
Share of Cleared Group Total (by margin)
42.3%
OTC Margin Breakdown — IRS USD 5Y
Initial Margin (uploaded)$57,270
Variation Margin (uploaded)$2,410
Share of OTC Group Total (by margin)
55.1%
Connect your data

Drop any CSV or XLSX and MarginLens auto-detects the file type, maps columns, and shows a preview before import. Your file needs to include the initial margin figure per position — from your own spreadsheet or margin vendor — since MarginLens organizes and analyzes margin, it doesn't calculate it. Direct database and REST API connections are on the roadmap.

File Upload
Drop any CSV or XLSX. Auto-detects data type (position file, trade blotter, margin report, P&L, market data), identifies column types, shows a 5-row preview, and saves to the imported files list.
Database
Coming Soon
Direct PostgreSQL, MySQL, SQL Server, MongoDB, or Oracle connection with table mapping and CDC real-time sync.
REST API
Coming Soon
Configure GET/POST endpoints with custom headers and webhook push ingestion.

Ready to end margin calls?

We run structured pilots for prop shops, hedge funds, asset managers, investment managers, and regional banks — scoped to your firm's workflows, instruments, and data infrastructure. No long-term contract required to get started.

1
30-min call
We learn your firm's workflow and pain points
2
Custom demo
Live walkthrough built around your data
3
Structured Pilot
Scoped onboarding, no long-term contract