OP_01·Financial intelligence · engineered

Read between the numbers.

Four focused AI tools for financial analysts. Scenario to breakeven, natural language to SQL, filings to model, and borrower packages to credit spread. Calibrated on real filings, audited end to end.

ACE.OP
156.58
+3.69%
APRT
412.08
+1.24%
PRLX
198.52
+0.88%
LTTC
188.40
-0.42%
DLCT
276.15
+2.06%
NDX
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+0.31%
VIX
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DXY
103.87
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ACE.OP · ACE OPERATIONS INDEX
156.58
5.57 · +3.69%LIVE
1D1W1M1Y5Y
156.58
OPEN
151.02
HIGH
158.68
LOW
149.41
VOL
1.48M
AVG
153.99
ORDER BOOK · L2BID · ASK
156.55
156.60
156.53
156.62
156.51
156.64
156.49
156.66
156.47
156.68
156.45
156.70
156.43
156.72
156.41
156.74
156.39
156.76
156.37
156.78
156.35
156.80
156.33
156.82
156.31
156.84
156.29
156.86
SPREAD0.04 · 0.01%
Scroll to enter
PDF FINANCIAL ANALYSISOCR · CREDIT SPREADINGBREAKEVEN + FORECASTINGTEXT-TO-SQLAUDIT TRAILSSOC 2 TYPE IITEN-K / TEN-Q READYCOVENANT TRACKINGWAREHOUSE NATIVEEXCEL BRIDGEP50 340MSHUMAN-IN-THE-LOOPPDF FINANCIAL ANALYSISOCR · CREDIT SPREADINGBREAKEVEN + FORECASTINGTEXT-TO-SQLAUDIT TRAILSSOC 2 TYPE IITEN-K / TEN-Q READYCOVENANT TRACKINGWAREHOUSE NATIVEEXCEL BRIDGEP50 340MSHUMAN-IN-THE-LOOP
OP_A1·Breakeven + Forecasting
Lattice

Model revenue curves, fixed and variable cost, and CAC payback. Flip between BASE, BULL, BEAR. Find the month you cross the line - and what it takes to move it left.

OP_A2·Text-to-SQL for banks
Dialect

Ask a question in plain English. Get calibrated SQL against your warehouse - no prompt engineering. Fine-tuned on bank schemas, validated by the planner before anyone sees a row.

OP_A3·PDF Financial Analysis
Aperture

Upload a 10-K, 10-Q, or S-1. Get a line-item model with OHLC-quality charts, in seconds. Confidence-scored, audit-logged, and tied back to the source page.

OP_A4·OCR · Credit Spreading
Parallax

Drop a scanned borrower package - tax returns, K-1s, bank statements. Get a clean, committee-ready credit spread with covenants, DSCR, and a sensitivity table. OCR that reads handwriting and stamps.

lattice.ace / runway_proforma.xlsx
SCENARIO
Breakeven · Opt 2 of 4 — Month 19
BASEBULLBEAR
FIXED COST · $154k/moBE · M19
dialect.ace / warehouse · snowflake-prod
"Which clients had the largest revenue drop in Q4 vs. Q3, excluding their seasonal categories?"
generated · 340ms · validated
ROWS RETURNED · 14
TOTAL DELTA · $4.82M ARR
EXEC · p50 340ms
aperture.ace / lvmh_q4_24.pdf
EXTRACTED · 147 LINE ITEMS
Revenue84.7b
Operating income21.0b
Gross profit58.3b
R&D5.2b
CapEx4.8b
Cash & equiv.12.1b
Net debt / EBITDA0.8×
FCF margin22.4%
Effective tax24.1%
Inventory days142
REVENUE · 16Q
QuarterlyAnnualLTM
YoY
+11.2%
↑ vs. +9.1%
GROSS MARGIN
68.9%
↑ +60bps
CONFIDENCE
99.4%
p50 340ms
parallax.ace / borrower_pkg_scan_38pg.pdf
OCR · 38 PAGES · 12 FORMS
● READY · COMMITTEE
1041
p.1
K-1
p.4
BANK
p.11
RENT
p.22
APPR
p.28
TAX
p.36
DSCR
1.42×
target 1.25×
LTV
68%
cov. 75%
DEBT/EBITDA
3.1×
cov. 4.0×
FCC
1.88×
healthy
OP_03·Philosophy
01

Tools.

Not a platform. Not a suite. Four tools, each doing one job at a level a senior analyst would accept.

02

Calibrated.

Every answer is scored against a known-good benchmark of 120 filings and 6,400 queries. No hallucinated metrics. No silent failures.

03

Auditable.

Every output ties back to a page, a cell, a row. Every query ships with its plan and its validation trace. You can hand it to audit, unedited.

01 / 03Tools
APRTPRLXLTTCDLCTONE JOB · ONE TOOL
P · 99.4% · N · 6,400
B14 · REVENUE_FY€84.7bPAGE · CELL · ROW · BOUNDING BOX
99.4%
Benchmark confidence on line-item extraction.
Measured vs. 120 filings · manual analyst baseline
47×
Faster than an analyst hand-keying a filing into Excel.
p50 340ms · p99 1.2s · end to end
0
Hallucinated metrics shipped to production.
Validation pass required · 18 months in the wild
OP_05·Start

Bring your
filings, warehouses,
and questions.

Thirty-minute demo. I walk you through each tool on your own data. No sales engineer, no slides.