Production-grade Accounting Automation for teams in a hurry
Automate bookkeeping, categorization, reconciliation, and close with AI on top of QuickBooks, Xero, and NetSuite.
What AI Accounting Automation looks like with us
From scoping call to go-live, our Accounting Automation engagements are designed for teams that care about what actually ships. Security and privacy are built in: NDA-first, least-privilege IAM, EU or US data residency, VPC-isolated deployment options. Every engagement starts with a mutual NDA, a scoping conversation with a senior engineer, and a written proposal within one week. All work product, source code, and documentation is assigned to you on payment — no vendor lock-in, ever.
- 01End-to-end automation: design, data pipelines, evaluation harness, deployment, observability
- 02Production SLAs — not a POC that collapses under real traffic
- 03Integrations with your existing systems (CRMs, ERPs, ticketing, data warehouses)
- 04Cost dashboards so you can see token/inference spend against ROI
- 05Re-training / prompt-tuning workflows documented for your team to own post-launch
How teams use this
Add AI to an existing product feature without rebuilding the whole workflow
Stand up a greenfield automation that your internal team will own post-handover
Replace a manual process currently consuming 20+ hours/week of team time
100+ companiesquietlyrunonsystemswebuilt.
Common questions
What about hallucinations and accuracy?
Every production LLM feature ships with an evaluation harness and confidence thresholds. Low-confidence outputs route to human review. We quote accuracy numbers against labelled samples, not vibes.
Who owns the model and data after launch?
You do. All prompts, fine-tuned weights, training data, and evaluation sets are handed over. No vendor lock-in.
Do you sign NDAs before a scoping call?
Yes — standard practice. We circulate a mutual NDA before any detailed conversation about your product, data, or roadmap.
What does pricing look like?
Three models: fixed-scope for clear MVPs, monthly retainer for ongoing engineering, or day-rate staff augmentation. We send a written quote within one week of the scoping call.
Whatpeople who shipped with ussayafterwards.
Telluswhatyouwanttoautomate.We'llreplyinonebusinessday.
Describe the problem, the constraint, the deadline. We'll send back a scoped plan and a senior engineer to kick it off — no sales theater.