Audience
Who this is for
Controllers and FP&A teams at SaaS, agencies, and ecommerce businesses juggling QuickBooks, Xero, NetSuite, Stripe, and spreadsheet models.
You need reporting that updates on a schedule—not another manual export cycle before every leadership meeting.
Challenges
Problems we solve
Manual month-end
Teams rebuild the same pivots and slides every close while errors hide in copy-paste.
Slow variance analysis
Explaining MRR, COGS, and spend drivers takes days when data lives in silos.
Inconsistent definitions
Sales and finance disagree on metrics because sources are not synced.
Document chase
Invoices and contracts sit in inboxes instead of structured ledger fields.
Context
What AI financial reporting automation includes
Automations ingest transactions, subscriptions, and payroll into reporting models; AI drafts narrative summaries of variances against budget and prior period—with numbers cited from source queries.
Human reviewers approve narratives before distribution; workflows log every transformation for audit.
Mechanism
How D3Flow builds automation that ships
We map your current process end to end—triggers, data sources, handoffs, and the metric each workflow must improve. That keeps scope honest before anyone configures integrations or writes custom code.
Production workflows include error handling, logging, retries, and clear ownership. We use n8n, Make.com, Zapier, or custom APIs depending on volume, compliance, and how often your team needs to change logic.
You receive documented systems your team can run: runbooks, staging tests, and iteration sprints when volume or offers change.
Workflows
What we automate
Close checklist orchestration
Task owners, reminders, and blockers tracked in Slack until books are ready.
Management reporting pack
Sync KPIs to slides or Notion with refreshed charts and AI-written commentary drafts.
Invoice and receipt extraction
Parse PDFs into coded line items with exception queues for accountants.
Investor and board cadence
Scheduled exports with versioned metrics definitions stakeholders trust.
Integrations
Tools we commonly connect
- NetSuite
- QuickBooks
- Xero
- Stripe
- Google Sheets
- Looker / Metabase
- Slack
- n8n + LLM APIs
Outcomes
What teams typically see
1–3 days faster
Close cycle
10+ hrs / month
Analyst time
Review before publish
Controls