Team: Engineering — AI Vertical

Experience: 5+ Years (incl. 2+ years shipping LLM systems in production)

Location: Mumbai - Andheri East

Reports to: Head of Engineering

Role Overview

Building agents that operate the CFO's function — accounts payable, month-end close and record-to-report, reconciliation, vendor and compliance workflows — end to end, within enterprise ERP environments. These systems execute finance processes rather than suggest actions: they interpret source documents, apply accounting and control

logic, perform transactions in SAP, and escalate only genuine exceptions for human review.

Owns outcomes end to end rather than individual components; performance is measured through finance outcomes — touchless processing rate, exceptions per thousand documents, close cycle time and reduction in manual controller effort.

Key Responsibilities

Agents that run finance workflows

Own end-to-end finance workflows as autonomous agents: invoice-to-pay, three-way matching and exception handling, GL close tasks, reconciliation, and vendor and compliance checks.




Design tool and action surfaces over ERP systems, control flow, error recovery, human-in-the-loop checkpoints, approval and segregation-of-duty guardrails, and full auditability of every action taken on financial data.
Build against production enterprise surfaces — SAP APIs, ERP user interfaces via computer-use agents, documents and file-based integrations — using LangGraph, LangChain or custom orchestration.

Memory and the finance knowledge graph

Own agent memory: context management (windowing, summarisation, compaction), long-term memory, retrieval and forgetting policies, and cross-cycle state for long-running agents.
Model the finance domain as a knowledge graph — vendors, invoices, POs, GRNs, GL accounts, contracts, approvals and their provenance — in a graph database (Neo4j or equivalent) alongside vector search.

Evaluation and model strategy

Build and extend the evaluation platform: golden

📌 Senior AI Engineer (Mumbai)
🏢 Cognisol
📍 Mumbai