AI Accounting Platform
TWSS Finance Intelligence Platform
AI-native accounting and finance platform — an open-source replacement for Tally and QuickBooks.
An AI-native accounting and finance platform built to replace Tally and QuickBooks with deeper intelligence — full chart of accounts, transactions, banking, AR / AP, payroll, assets, multi-entity workspaces, and 14+ financial reports, with an embedded AI layer for classification, anomaly detection, risk scoring, forecasting, and natural-language Q&A.
Outcomes
- Books, banking, payroll, and reporting unified in one platform
- AI classification, anomaly detection, risk scoring, and forecasts built in
- Multi-entity, multi-project, multi-owner capital tracking out of the box
- Open source and self-hostable — no per-seat lock-in
Key capabilities
- Books, AR / AP, banking, payroll, assets — all in one platform
- Multi-entity workspaces with projects, KPIs, and owner capital tracking
- 14+ financial reports (BS, IS, CF, TB, aging, tax, K-1, vendor spend)
- AI layer: ML classification, anomaly detection, risk scoring, forecasts, chat
How it works
- 1
Ingest bank statements, accounting exports, and documents
- 2
AI classifies transactions; rules engine + human review queue
- 3
Books posted; multi-entity, multi-project ledgers updated
- 4
Reports, dashboards, and AI chat surface insights and anomalies
Integrates with
Tech stack
- FastAPI 0.115 + Python 3.12
- SQLAlchemy 2.0 async + PostgreSQL + pgvector
- DuckDB OLAP layer
- Celery + Redis workers
- Next.js 15 + React 19 + recharts frontend
- ML classifier + vendor resolver + rules engine
Ideal for
SMB and mid-market operators replacing Tally or QuickBooks with an AI-native, self-hostable accounting stack — multi-entity, multi-owner, and multi-project businesses see the highest leverage.
Start a 6-week pilot on TWSS Finance Intelligence Platform.
Every accelerator ships with a scoped pilot. Bring the use case; we bring the platform, the agent, and the guardrails.