Real-Time Financial Execution Layer

Talk to Your Ledgers.

Automate Financial Operations.

Eliminate manual spreadsheet reconciliation, custom BI query delays, and disputed commission payouts. Query live ERP ledgers, audit invoices with cognitive OCR, and calculate dynamic sales incentives using Grounded RAG and Model Context Protocol (MCP).

Architecture Pillars

Three Tenets of Financial Intelligence

How our engine ensures strict regulatory compliance, mathematical determinism, and zero enterprise migration friction.

Pillar 1: Dynamic Knowledge

Financial Policy & Tax RAG

Indexes unstructured vendor contracts, payment credit terms, statutory tax circulars (GST, TDS), and quarterly incentive policies into dynamic vector stores.

Pillar 2: Deterministic Action

ERP & Tally MCP Ecosystem

Model Context Protocol (MCP) servers link language models with live general ledgers, sub-ledgers, and invoice registries.

Pillar 3: Trust & Governance

Financial RBAC & Audit Logs

Enforces strict segregation of duties (SoD), ensuring users only view financial data permitted by their organizational role.

Strict Data Segregation

Role-Based Access Control (RBAC) Matrix

Enterprise governance protecting sensitive financial figures, bank ledgers, and margin tables.

Financial Dimension

Primary Interfaces

Document RAG Access

MCP Tool Calling Scope

Confidentiality Bounds

Sales & Service Staff

WhatsApp Bot, Microsoft Teams, Mobile PWA

Personal Incentive Circulars, Expense Filing Rules, Travel Slabs

Query own invoiced revenue, simulate quarterly payouts, submit travel bills

Strictly self-performance (zero peer visibility)

Accounts Payable / Receivable

Finance Web Cockpit, Accounting ERP

Vendor Master Agreements, Credit Term SLAs, GST & TDS Circulars

Read/match PO line items, trigger discrepancy notices, verify bank IFSCs

Vendor invoices & customer receivable sub-ledgers

CFO, Controllers & Auditors

Executive Dashboard & Secure BI Portal

Corporate Debt Covenants, Statutory Filings, Executive Margin Policies

Authorize payment runs, override credit limits, execute journal write-backs

Unrestricted organizational audit & P&L oversight

Enterprise Agentic AI

Strategic Positioning &
Overview

Connect your HRMS, ERP, CRM, and accounting software without costly platform migrations. Queryreal-time business records, extract document insights, and trigger automated tasks in natural language—across Web,Teams, and WhatsApp.

Execution Workflows

Four Core Autonomous Finance Modules

Replacing manual spreadsheet math and back-office backlogs with deterministic AI orchestration.

1. Conversational General Ledger & Sub-Ledger Inquiries

Eliminate hours spent pulling custom exports. Financial analysts and controllers can converse directly with SAP, Oracle, and Tally ledgers in natural language.

Query: "What is the aged receivables balance beyond 60 days for North Region distributors?"

→ [ERP MCP] Queried AR Subledger → Identified ₹42.8 Lakhs across 7 accounts → Formatted balance summary with DSO trends.

2. Autonomous Invoice Matching & PO Reconciliation

Cognitive OCR extracts unstructured PDF bills, cross-checking line items against purchase orders, delivery challans, and vendor contracts to prevent duplicate payments.

Input: Vendor invoice PDF received via vendor-desk@company.com

→ [3-Way Match] Line items matched to PO-4029 • Freight charge variance of 4.2% flagged against SLA terms.

3. Policy-Aware Incentive & Commission Assistant

Bridges transactional sales data from ERP with individual employee tier entitlements in HRMS, computing dynamic commissions using policy PDFs ingested via RAG.

 

Execution: [ERP Sales: ₹14.5L] × [HRMS Role: 3.5%] + [RAG Bonus: +0.5%]

→ Deterministic calculation yields ₹58,000 net payout with zero hardcoded code changes.

4. Statutory Tax & GST Verification

Continuously monitors regulatory circulars and verifies that supplier invoices match state tax rates, TDS rules, and e-invoicing QR compliance.

Audit Check: Interstate Machinery Spare Invoice (SAC 9987)

→ [RAG Legal Grounding] Verified 18% IGST applicability • TDS under Section 194C checked for ledger debit.

% Pan-India Sales & Service Operations

Commission & Incentive Calculation Assistant

Automated, policy-aware incentive calculation synthesizing live ERP sales metrics and HRMS compensation profiles through dynamic RAG rules.

Concept Showcase

Edit Content

Step 01

ERP Sales Ingestion

Pulls verified regional sales figures, invoices, target achievements, and spare parts turnover across Pan-India branches automatically.

Step 02

HRMS Tier & Rate Sync

Extracts employee seniority, designated role matrices, base commission percentages, and territory eligibility rules.

Step 03

Dynamic Policy RAG Engine

Reads unstructured quarterly incentive circulars, promotional contest slabs, and SLA bonus clauses dynamically via RAG.

Step 04

Automated Payout Calculation

Computes transparent payout breakdowns, tax adjustments, and self-service analytics with zero manual spreadsheet bottlenecks.

Edit Content

Step 01

Zero Hardcoded Logic (RAG Integration)

Commission slabs, seasonal product weightages, and quarterly accelerators are ingested directly from standard policy PDFs via RAG. Update policies without touching a single line of code.

Step 02

Cross-System Fusion (ERP + HRMS)

Bridges financial transactional truth from ERP systems with individual role entitlements from HRMS for 100% auditable accuracy.

 

Step 03

Dispute-Free Self Service

Sales reps and service engineers can query their real-time estimated payout breakdowns via conversational mobile chat or web portals.

RAG-Enabled Incentive Policy Engine Ready

Module: Pan-India Sales & Service Commission Assistant

2-Week Financial Pilot

Automate High-Friction Financial Workflows in 14 Days

Experience zero-migration intelligence. Let us connect AI Smart Office to your live ERP/Tally environment for a risk-free 2-Week Proof of Concept (POC).

 
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HR & People Ops

Finance & Accounting

IT & Infrastructure

Operations & Plant

Architecture & Governance

Zero System Replacement

Zero system our conversational agentic layer integrates with your existing software stack in a 15-minde tallored architecture assessment systems, and Zero system replacement.

Deterministic Truth

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Enterprise Sovereignty

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