AI-powered deal management and financial reconciliation for a real estate investment team.
Two n8n workflows: one moves deals from ClickUp to Slack with Airtable as system of record; the other reconciles bank statements and InvoiceExpress invoices, categorising transactions with AI.
- AITransaction categorisation via OpenAI
- ExcelPhased out as the system of record
At a glance
- ClientAn investment property team operating in silos — marketing, agents, back-office, finance.
- ChallengeTwo systemic problems blocking scale.
- ApproachTwo parallel AI-orchestrated workflows in n8n: operations and finance, each independent.
- ResultsReal-time visibility per deal. AI handling the heavy categorisation work.
A fragmented operation, decisions made in the dark.
The investment property market demands fast analysis and response. The team ran on email and department checklists with no central system — scattered information, frequent delays, high risk of operational failure.
No centralised visibility. Operational failure risk multiplying.
The team needed one view of every deal and finance automatically in sync with operations — without each new deal multiplying manual work.
Lack of centralised visibility
Nobody could see where each deal stood, who owned which task, or the payment status.
High risk of operational failure
As deal volume grew, manual coordination between departments got more fragile — failing exponentially, not linearly, which made scaling unfeasible.
Two AI-powered automated workflows.
Both feed Airtable as the single system of record: one handles the operational side of each deal, the other its financial processing.
- 01Deal management
Automated deal creation, tracking, and team channels
Each new or edited deal in ClickUp triggers n8n: Airtable sync, Slack channel, owners invited — three manual steps collapsed into one event.
- 02Finance & reconciliation
AI-powered bank statement and invoice reconciliation
Every 6 hours, n8n pulls new statements from Google Drive, deduplicates against Airtable and categorises by rule or OpenAI — nobody touches Excel.
Six capabilities across deal sync, channel orchestration, and AI reconciliation.
- ClickUp → Airtable sync
- Auto-Slack channel per deal
- Auto-invite stakeholders
- 6-hour bank statement parsing
- AI transaction categorisation
- InvoiceExpress integration
Faster simulations. Excel out. Data-driven decisions in.
Faster, more reliable investment simulations
Simulations now run on centralised, current deal data instead of a patchwork of spreadsheets.
Excel phased out as the system of record
Airtable is now the source of truth for deals and finance, with less manual effort.
Data-driven decision-making
The team decides on current financial data, not yesterday’s spreadsheet snapshot.
Scalable architecture
New workflows plug into the existing n8n + Airtable + Slack pipeline as the operation grows.
From the team
The problem was not a lack of information, but a lack of structure to manage it. When the two flows were separated and automated with AI, the team stopped relying on emails and checklists to have real visibility into each deal and transaction — in real time.
Stack
n8n orchestrates; Airtable is the system of record; OpenAI categorises. ClickUp, Google Drive, Slack, InvoiceExpress: integrated, not replaced.
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