AIF
AI Agent Firm
PR Division
LLM
Tiller … Training
· ·

Dashboard Overview

Debt payoff tracker

Plan from Apr 2026 · Cards ordered by payment due date (this pay cycle first) · Live Tiller balances

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IN / OUT desk

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Financial health

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Agent Training Center

Firm Training Status
Cycle progress 0%
No scoring cycle running
ETA:
Last completed cycle:
Every 5 minutes

Composite score — last 20 runs


Grok API sessions

Training uses Grok API — speed depends on xAI. Status: Idle
· 0% · tokens ~0

Modules

Training Log

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Linked Accounts

Tiller (Google Sheets)
Use header Sync Tiller to pull from Google Sheets.
Add manual account

Use for cards or accounts not on Tiller (e.g. JetBlue MC).

Accounts

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Pay Statement Analysis

Upload pay statements (PDF)

Stage files below, review the list, then run batch processing. Progress updates per file.

Drag & drop PDFs here or click to browse

Vault file manager

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Bills & transactions

Upcoming (14 days)

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Transaction explorer
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Recurring obligations (2026+)
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Detection
Uses Tiller outflows

Recurring summary

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Bill actions

Transactions by category (legacy)

Select month and category

Recent (Tiller + Manual)

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Manual Account Uploads

For accounts not supported by Tiller — upload CSV exports from your bank directly.

These transactions are merged with your Tiller data automatically after you confirm each import.
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Budgeting

Planned irregular expenses
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Reserved in River’s view; matches Tiller merchants after sync.
Card rewards

Which card to use per category (from debt card reward metadata). River uses this when discussing spending.

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Recommended budget (agents)
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Fixed obligations Auto-detected from archive
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Month vs actual
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Debt Payoff Module

Card details

APR, due day, and AMEX Pay Over Time (update from each statement). Saving refreshes the dashboard waterfall.

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Click column headers to sort
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Add Debt

Active Debts

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Payoff Plan (Tiller + card details)

Uses accounts with APR, minimum payment, and due day filled in above. Manual planner debts below are separate.

Puerto Rico Tax Law

Tax dashboard

Spending by category (year)

Category → tax mapping

Reference rules (Quinn)

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Accounting

Month income statement

Audit trail (paginated)

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Security

API Keys Management

Grok API Key (xAI)
Powers LLM-enhanced reasoning across all departments. Get your key at console.x.ai
Tiller — Google Sheets
Service account JSON at /opt/agent-firm/data/google_credentials.json (or path in .env). Share the Tiller spreadsheet with the service account email.
Telegram Bot
Enable Telegram bot for daily summaries and mobile chat. Get token from @BotFather
Security Notice
Keys are stored in /opt/agent-firm/.env on the server. They are never exposed in chat, logs, or the browser. All API calls are made server-side. The audit trail records key save events (masked).

Research & Development Department

Mission
Keep the firm running at the highest standards for accounting. R&D scans tax rules, pay stubs, transactions, training scores, and system health — then opens a recommendation queue. Nothing is applied until you approve.
Pending
Critical
Implemented (7d)
Next scan

Recommendation queue

Sorted: critical → high → medium → low, then newest first.

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Scan activity

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Recently implemented

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Firm Chat