Now with FX Reconciliation & Multi-Custodian Export

Investment Operations,
Fully Automated

One platform for the whole workflow — extraction, reconciliation, fee calculation, RFQ and CRM, with an AI layer running underneath. Agentic Execution reads every fund statement, trade confirmation and term sheet and delivers clean, reconciled, book-ready data.

Prefer to explore first? Start with a free account →

9+

Custodians with exact parsers

100%

Rows traceable to source

3

Languages · EN 繁 简

Seconds

Not hours, per document

Parses statements from

Goldman SachsMorgan StanleyJ.P. MorganUBSCITICBarclaysCLSABNP ParibasANZ

What it does

Six functions, one system of record

Each is a full workspace on its own — together they cover the flow from a quote request to a reconciled, fee-accrued book.

AI

AI layer

The intelligence under every function: classifies each document, scores confidence on every field, and self-heals — learning from your corrections so recurring errors stop recurring.

ClassificationConfidence scoringSelf-healing

RFQ

RFQ management

Run requests-for-quote end to end — create an RFQ, collect quotes into a matrix, route approvals, and track pricing and win rates over time.

Quote matrixApprovalsAnalytics

Fees

Fee calculation

Management, performance and transaction fees computed across a multi-level account hierarchy, with a schedule per book and a full roll-up from account to entity.

Fee schedulesHierarchy roll-upAccruals

Extraction

Statement extraction

Turn any custodian statement, trade confirmation or term sheet into structured trades, positions, prices and cash. Cent-exact deterministic parsers for known banks; a reviewed AI engine for the rest.

9+ custodiansRow-level reviewSign-faithful

Reconciliation

Reconciliation

Match a statement against your book on any key — account, security, book — and post the differences. Additive and complementary modes, with saved presets per organisation.

Any match keyPost to ledgerOrg presets

CRM

Client management

Keep clients and their books in one workspace — contacts, the entities and holdings behind them, and role-based access across multiple organisations.

Clients & contactsMulti-entityRole-based access

The Platform

From inbox to structured data in three steps

Connect your Gmail once. Every document that arrives is automatically classified, extracted, reconciled, and exported to your system of record — without a single keystroke.

01

Connect Your Inbox

OAuth link to Gmail. We scan for fund docs, parse attachments, and handle password-protected PDFs automatically.

02

AI Classifies & Extracts

Statements, confirmations and term sheets are read field-by-field, with a confidence score on every value.

03

Export to Your OMS

Enfusion, Advent, or any system. Scheduled FTP delivery, CSV download, or direct API integration.

agentic-execution — pipeline
📨 New email: statements@gs.com
📎 Attachment: GS_Statement_Mar2026.pdf
🔐 Password-protected — scanning thread...
✓ Password found & PDF decrypted
🤖 Classifying document...
✓ Type: Goldman Sachs Monthly Statement
⚙️ Extracting fields...
✓ Positions: 34 rows
✓ Cash transactions: 12 rows
✓ Prices: 34 rows
🔄 Running reconciliation...
✓ Matched 34/34 positions
📤 Exporting to Enfusion via FTP...
✅ Done in 7.3s — 0 exceptions

Inside extraction

Every document type your desk sees

One engine for statements, confirmations, FX and fund terms — each with its own mapping and reconciliation.

Fund Statements

Monthly & quarterly statements from any custodian. Extracts positions, NAV, cash transactions, and prices.

Holdings & unit quantities
Period-over-period changes
Multi-currency cash flows
Trade Confirmations

Subscription, redemption, and listed equity confirmations — auto-matched against your internal records.

Trade & settlement dates
Amounts, FX, fees
Auto-reconciliation match
FX Trade Processing

Spot and forward FX trades extracted and exported in Enfusion-ready format for MSHK, JPM, GS and more.

Spot & forward FX
USD/IDR, USD/AUD & all CCY
Full Enfusion FX import format
Term Sheets & PPMs

Subscription booklets, offering memoranda, and fund terms structured into searchable records.

Mgmt & performance fees
Lock-ups & notice periods
Minimum subscription amounts
Automated Reconciliation

Position-level reconciliation with variance detection. Flags breaks before your portfolio manager sees them.

Statement vs internal match
Variance thresholds & alerts
Self-healing corrections
Multi-Format Export

Pre-built export templates for Enfusion, Advent, and custom formats. Scheduled FTP delivery or on-demand CSV.

Enfusion trade & GL formats
Scheduled FTP automation
Custom column mappings

Under the Hood

Built for real-world complexity

Password-Protected PDFs

We scan your email threads for passwords and auto-decrypt. No manual unlocking required.

Confidence Scoring

Every extracted field carries a confidence score. Low-confidence fields are flagged for review.

Multi-Language Support

Documents in English, Traditional Chinese, and Simplified Chinese — all extracted accurately.

AI Self-Healing

The system learns from corrections. Recurring errors are automatically fixed on the next run.

Document Splitting

Multi-document PDFs are automatically split and each document processed with its own mapping.

Job Queue & Retry

Failed extractions are retried automatically. Job status visible in real time on your dashboard.

Analytics & Insights

Track processing volumes, error rates, and reconciliation pass rates over time.

Multi-Organisation

Manage multiple entities or client books from a single workspace with role-based access.

Customers

Who uses Agentic Execution

Family Offices

Consolidate holdings across 20+ funds and custodians. Get a single source of truth without spreadsheet chaos or headcount.

Fund Administrators

Process investor subscriptions, redemptions, and NAV statements at scale. Cut turnaround time from days to minutes.

Wealth Managers & Asset Managers

Automate trade booking, position reconciliation, and client reporting. Focus on decisions, not data entry.

Why teams trust it

Correct and controlled — not a black box

The reason this audience buys: every number is defensible, every action is logged, and a human stays in the loop where it matters.

Deterministic first

Exact per-bank parsers you can trust to the cent; AI only as a reviewed fallback, never an unchecked one.

Every row shows its work

Each figure carries its source text, page and a confidence score. Edge cases are flagged for a person.

Sign-faithful accounting

A charge is negative, a reversal a rebate — proven against the gross-to-net cross-foot, never guessed.

Isolated & audited

Strict per-organisation separation, brute-force account lockout, and a full audit trail on every change.

Ready to automate your operations?

See it run on your own custodian statements — extraction, reconciliation and fee accrual, end to end.