Rowshni
Shedding light on your ledger
AI-powered reconciliation that illuminates variances, detects errors, and brings clarity to your month-end close.
Anonymous Mode
You can use all reconciliation features without signing in. Your work is saved locally in this browser session.
Workflow Progress
Upload Files
Upload GL, subledger, and transaction data
Map Columns
Map your CSV columns to canonical fields
Preview Data
Review transformed data before running
Run Agents
Execute reconciliation with AI agents
Upload Files
Upload your GL balance, subledger balance, and transaction files (CSV format).
Column Mapping
Map your columns
Map CSV columns to canonical fields. Auto-suggest is available for quick setup.
No file uploaded for gl balance
Upload a file in the Upload Workspace above
Complete GL and Subledger mappings to continue
Sign in to save mappings across sessions
Data Preview
Upload and map your files to see a preview
Orchestrator
Multi-agent console
Launch Gemini AI agents for reconciliation analysis, bound by Spec-Kit schema v0.1.0.
What is this?
Variances above this amount are flagged as material and require investigation. Lower values = stricter reconciliation.
No data ready
Upload files and apply column mappings before running agents.
Sample data
Download test scenario files
Realistic reconciliation scenarios with proper accounting data. Each scenario tests specific use cases like balanced reconciliations, variances, timing differences, and multi-period analysis.
About Rowshni
Rowshni means "light". We illuminate your reconciliations with AI-powered insights, bringing clarity to complex financial data.
Tech Stack
- Next.js 16 web application
- Fastify orchestrator service
- Spec-Kit contracts for data validation
- Gemini 2.0 Flash (free tier) for AI agents
- Better Auth + Vercel Postgres
Free AI Agents
Uses Gemini 2.0 Flash free tier (1500 runs/day). Cost: $0 per reconciliation.
Data Model
Agentic reconciliation workspace that ingests GL/subledger data, maps heterogeneous headers, and coordinates AI subagents.
Balance Fields
- account coderequired
- periodrequired
- currencyoptional
- amountrequired
Transaction Fields
- account coderequired
- booked atrequired
- debitoptional
- creditoptional
- amountoptional
- narrativeoptional
- source periodoptional
AI Agent Pipeline
1. Data Validation Agent
Validates data quality and detects issues
2. Reconciliation Analyst
Analyzes variances and identifies patterns
3. Variance Investigator
Investigates material variances and root causes
4. Report Generator
Creates audit-ready documentation