Agentic AI / SAP Enterprise SaaS

SAP Copilot

Enterprise SaaS platform combining Talk-to-DB for SAP HANA databases with a workflow-based multi-agent orchestration engine coordinating Email, Human Input, and Condition agents over WebSockets.

Real-time WebSockets

Agent Telemetry

Zero SAP T-Codes

Query Interface

Multi-Agent DAG

Workflow Engine

Interactive Card Pauses

Human Checkpoint

Architecture & Overview

Engineering intelligence around real operational constraints.

A dual-engine enterprise AI platform engineered specifically for complex SAP environments. The platform provides a conversational Talk-to-DB interface powered by Vanna AI and Qdrant that enables business users to query SAP HANA databases, review financial ledgers, inspect inventory, and generate executive summaries without complex transaction codes. Secondly, it features a visual, workflow-based multi-agent orchestration engine coordinating specialized agents—including Email Agents for automated communications, Human Input Agents that pause workflows for critical manager approvals, and Condition Agents that evaluate business thresholds—all streamed live over WebSockets.

Execution Lifecycle

How the System Works End-to-End

Talk-to-HANA Natural Language Interface

Translates operational business questions directly into optimized queries over SAP HANA schemas using Vanna AI, extracting balances, vendor statuses, and inventory metrics.

Workflow-Based Orchestration Engine

Allows organizations to configure stateful multi-agent pipelines where autonomous agents execute tasks in sequence or parallel based on trigger conditions.

Specialized Email Agent

Formats and dispatches automated emails, reports, and alerts to vendors, finance teams, or management when workflow triggers fire.

Human Input & Checkpoint Agent

Seamlessly pauses the autonomous agent execution graph to request structured approval, parameter selection, or sign-off via interactive frontend cards.

Condition & Business Logic Agent

Evaluates complex enterprise branching rules, budgetary thresholds, and compliance gates before directing the workflow downstream.

Bi-Directional WebSocket Streaming

Streams live agent thoughts, tool invocations, and execution status updates in real time to the user interface.

Agent Ecosystem & Enterprise Architecture

Talk-to-HANA conversational data querying with instant narrative financial summaries

Stateful agentic orchestration supporting composable workflows

Specialized Email, Input, Condition, and Action agents with structured schemas

Bi-directional WebSocket communication for live agent observability and approval cards

Engineering Highlights

Capabilities & Guardrails

Conversational Talk-to-HANA querying unlocking SAP enterprise data without manual transaction codes

Workflow orchestration engine coordinating specialized Email, Condition, and Action agents

Human-in-the-loop checkpoint cards that pause autonomous execution for manager approvals

Real-time bi-directional telemetry streaming agent state and tool invocations via WebSockets

Product Screenshots

A closer look at the interface

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