Multi-Agent Business Intelligence

Enterprise AI that thinks,
collaborates, and automates.

InsightFlow AI orchestrates specialized agents, grounded RAG knowledge, workflow automation, and human-in-the-loop approvals — one intelligent platform.

session_id: flow_usr_9921insightflow.ai
U
Summarize the quarterly sales report and email the manager.
Supervisor: Routing request to specialist agents…
Writer: Retrieving corporate documents from vector store…
Critic: Evaluating response alignment and safety…
Executor: Awaiting human-in-the-loop approval…
FastAPI · LangGraph Streaming ActiveReady

Built with a serious stack

FastAPI
LangGraph
Next.js
PostgreSQL
Docker
Redis
ChromaDB
OpenAI
Groq
Ollama
Gemini
Qwen

One platform.
Every intelligent workflow.

Real-Time Streaming

Server-Sent Events deliver token-level updates and node transitions as they happen.

Multi-Agent Orchestration

Specialized agents collaborate through intelligent state-based routing to resolve complex enterprise tasks.

Core Engine

Human-in-the-Loop

Every sensitive or destructive action requires manual review before execution.

Enterprise Knowledge

Semantic vector retrieval over isolated corporate documents using a secure RAG pipeline.

Workflow Automation

Automate outbound communications, internal webhooks, and system APIs — securely and auditably.

Contextual Memory

Persistent runtimes preserve session variables and user rules across execution tasks.

Real-Time Streaming

Server-Sent Events deliver token-level updates and node transitions as they happen.

Multi-Agent Orchestration

Specialized agents collaborate through intelligent state-based routing to resolve complex enterprise tasks.

Engineered for business infrastructure.

Plugs into critical data layers without modifying historical records.

Business Intelligence

status: OPERATIONALview metrics →

Document Intelligence

status: OPERATIONALview metrics →

Knowledge Assistant

status: OPERATIONALview metrics →

Customer Support

status: OPERATIONALview metrics →

Workflow Automation

status: OPERATIONALview metrics →

Research Assistant

status: OPERATIONALview metrics →

Agentic Orchestration Pipeline

A living execution graph across ten verified checkpoints.

Every request threads through routing, retrieval, critique, and human approval before any outbound action is committed.

01user_input
User Query
“Summarize the quarterly sales report.”
02context_window
Session Manager
Retrieving memory arrays · buffering historical context window.
state: synced
03supervisor_core
Supervisor Agent
intent: analytical_summary
plan: [retrieve → write → critique]
confidence: 98%
04conditional_gate
Routing Splitter
[knowledge_lane][action_lane][conversation_lane]
route: knowledge
lane_01 · knowledge
05vector_retriever
Knowledge Retrieval
→ q3_report.pdf#p14
→ pipeline_forecast.md
→ regional_notes.csv
5 chunks · top-k
lane_02 · synthesis
06writer_agent
Writer Agent
Composing grounded response · balancing factual density with narrative clarity.
status: processing
lane_03 · critique
07critic_evaluator
Critic Agent
✓ hallucination_check
✓ format_conformance
✓ safety_policy
score: 94%
08hitl_gatekeeper
Human-in-the-Loop
action: send_summary
scope: external.write
awaiting signature
09tool_executor
Executor Tool
→ smtp.send(manager@co)
→ slack.notify(#reports)
→ rest.post(/api/log)
status: executing
10stream_output
Final Response
Q3 revenue reached $4.82M, up 12.4% QoQ[1]
status: streaming

Security & Compliance

Zero autonomous writes.
Every mutation, reviewed.

InsightFlow never mutates production state or triggers irreversible tools without an authorized reviewer. Session memory, retrieval scope, and tool invocations are logged as structured JSON events.

Pending ApprovalAwaiting signature
tool: smtp_outbound
to: manager@company.com
subject: Leave request summary
scope: external.write
Session Memory
encrypted @ rest
RAG Isolation
per-tenant
Audit Log
immutable
Tool Scope
signed policies

Secure, grounded RAG pipeline

Upload
Embed
Vector Search
Chunks
Context
LLM
Grounded Answer
4
Specialized AI Agents
100%
Human Approval Coverage
Real-Time
SSE Event Delivery
0
Autonomous Writes

Build intelligent enterprise workflows with InsightFlow AI.