Aperture Fintech Platform

This is what a modern
fractional CFO looks like.

Live accounting integrations. Automated financial reporting. And Jim — our semi-autonomous AI accounting close agent — handling the work that used to take days.
Jim — AI Close Agent Automated Reporting Accounting API Integration Multi-Entity Support Human-in-the-Loop On-Demand + Scheduled
Live in Production
Meet Jim.
Our AI accounting
close agent.
Semi-Autonomous · Human-in-the-Loop
Jim is a production-deployed AI accounting agent that automates month-end close for multi-entity businesses. He runs on a scheduled cadence with zero manual triggers required — pulling data, calculating entries, flagging anomalies, and waiting for human approval before anything posts to the books.

Jim does the calculation work. You make the call. Every journal entry Jim prepares goes through a human approval layer before it touches the general ledger. That's not a limitation — it's the design. Financial accuracy requires judgment. Jim handles the computation. Your team handles the exceptions.
Capability 01

Ecommerce Close

Pulls sales reports from cloud storage, matches line items to a cost map by SKU and variant, calculates COGS, and prepares finished journal entries for human review — then posts directly to the accounting platform via API.

Capability 02

Multi-Entity Architecture

Each entity — artist, store, or brand — runs its own independent close with isolated ledger accounts, document numbering, and state tracking. Currently processing 2 active entities with infrastructure ready for 13+.

Capability 03

Management P&L

Builds an adjusted P&L with margin layers applied — merch fees, fulfillment, shipping, royalties — and delivers a branded PDF report via email on a defined schedule.

Capability 04

Settlement Processing

Ingests third-party settlement PDFs from cloud storage, parses income tracking data across multiple subsidiaries, computes commission exposure, and delivers a structured dashboard PDF on a biweekly schedule.

Capability 05

Anomaly Detection

Flags unusual line items before any journal entry is posted. Unusual amounts, missing SKU matches, and out-of-range calculations are surfaced for human review. Jim waits for approval before proceeding.

Capability 06

State Machine + Checkpointing

Tracks close progress across runs. Resumes from the last completed checkpoint if interrupted. Per-skill state files prevent duplicate posting. Jim never posts the same entry twice.

Built with the human in the loop. Not removed from it.
Every journal entry Jim prepares sits in a review queue before it touches the general ledger. Anomalies are flagged. Exceptions require approval. The accounting team doesn't disappear — they become significantly more efficient. Jim eliminates the computation time. Your people focus on the decisions that actually require judgment.
0
Entries posted
without approval
Automated Reporting
Financial intelligence
delivered automatically.
Live data connections to your accounting platform. Reports built, formatted, and delivered on schedule — without a spreadsheet, without a manual export, without anyone pulling a number by hand.
01

12-Week Cash Flow Forecast

Live AR aging with collection spread rates, AP obligations mapped week by week, fixed recurring costs by category, and trailing revenue averages for inflow projection. Beginning cash ties to the balance sheet. Includes a dynamic spreadsheet model with adjustable assumptions.

Friday 8am delivery 12-week forward GL-accurate
02

Cash Waterfall Lookback

Four-week trailing view of where cash actually went — sourced directly from the general ledger across all bank accounts. Every transaction categorized: payroll, inventory, credit card payments, shipping. Beginning and ending cash matches the accounting system to the penny.

GL-sourced 4-week lookback Penny-accurate
03

Automated P&L Report

Weekly profit and loss pulled live from the accounting platform via API. Gross profit, net income, and margin calculated automatically. Delivered as a branded HTML email with a KPI summary in the subject line — key metrics visible before the email is opened.

Weekly automated Branded email Live API data
04

Custom Revenue Intelligence

Client-specific revenue breakdowns by project, artist, channel, or category — with weekly trend columns and totals. Categorization logic is built to your business model and configured once. The report runs automatically from that point forward.

Client-specific logic Weekly trends Multi-channel
Infrastructure
Purpose-built.
Production-grade.
Every layer of the stack is designed for reliability, security, and scale — so your financial data moves accurately and your reports arrive without anyone touching a keyboard.

Accounting Platform API

Direct connection to your cloud-based accounting system via secure OAuth. Read and write access. Token auto-refresh synced across servers. No manual re-authentication.

Dedicated Cloud Server

A dedicated server running 24/7, independent of any local machine. Never goes offline. Infrastructure cost stays flat as client count grows.

Cron Scheduling

All reports and close processes run on defined cron schedules. No manual trigger. No missed deadlines. Reports arrive at the same time every week.

Anomaly Detection Layer

Jim flags unusual entries before any posting occurs. Human reviews exceptions. Nothing touches the ledger without approval.

Cloud Document Storage

Service account integration with cloud storage for automated file pickup. Settlement PDFs, sales reports, and source documents ingested without manual upload.

Private Version Control

All client scripts are version-controlled in private repositories. Full rollback capability. Template-based onboarding for new clients.

Branded Email Delivery

Transactional email engine delivers branded HTML reports and PDF attachments. Dynamic subject lines display key metrics before the email is opened.

Per-Client Script Configuration

Every automation is configured to the client's specific chart of accounts, cost categories, and business logic. No generic templates. No one-size-fits-all output.

Authenticated REST API

On-demand report generation and skill triggering via authenticated API endpoint — callable from any device, workflow, or integration.

State Machine Checkpointing

Close progress tracked across runs. Resumes from last checkpoint if interrupted. Per-skill state files prevent duplicate execution and double-posting.

Multi-Entity Isolation

Each entity operates with isolated ledger accounts, document numbering, and state tracking. Designed to scale from 2 to 13+ entities without architectural changes.

Onboarding
From conversation
to live in days.
1

Discovery

We map your workflows, your accounting structure, and identify which processes deliver the most immediate leverage when automated.

2

Connect

Secure API connection to your accounting platform. OAuth credentials generated, stored per-client, and configured for auto-refresh.

3

Configure

Scripts are built or adapted to your chart of accounts, cost maps, entity structure, and reporting preferences. This is where your business logic becomes code.

4

Go Live

Deployed to the cloud server. Schedules set. Reports start arriving and Jim begins operating on cadence — with human approval in place from day one.

Get Started

Ready to see what
Aperture can do for you?

Every engagement is scoped to your specific business — your accounting structure, your entities, your workflows. Let's talk about what automation looks like for you.
No retainer. No template. A system built specifically for your business.