Platform
The AgentFlow Platform
Enterprise AI agent orchestration built on Apache NiFi. Seven purpose-built processors, native clustering, complete data provenance, and a visual agent designer — everything you need to move AI agents from prototype to production.
Core Processors
Purpose-Built Agentic Processors
Seven custom NiFi processors that handle every aspect of AI agent orchestration — from LLM inference to guardrails enforcement.
LLM Inference
Multi-provider LLM integration with streaming, token tracking, and automatic retries. Supports Claude, GPT-4, Bedrock, and local models via Ollama.
Tool Executor
Sandboxed execution of external tools via HTTP, MCP, database, and custom protocols. Docker/gVisor isolation with timeout enforcement.
Memory Manager
Long-term and short-term memory via vector database integration. Semantic retrieval, conversation history, and knowledge base management.
Task Planner
Decomposes complex objectives into executable sub-tasks with dependency tracking, priority assignment, and adaptive re-planning.
Agent Router
Intelligent routing between agents and processors based on content analysis, capability matching, and load balancing.
Human In The Loop
Configurable approval gates for high-risk actions with multi-channel notifications (UI, Slack, email, API) and SLA tracking.
Guardrails Enforcer
Pre-LLM and post-LLM guardrails: PII detection, content policy enforcement, token budgets, iteration limits, and prohibited action boundaries.
100's Out of Box Processors
Foundatation is ready with hundreds of production-ready processors for data acquisition, transformation, and routing — purpose-built embedded with 10's of years of best practices for turning legacy and siloed data into AI-ready pipelines.
Data Ingestion
GetFile / PutFileGetSFTP / PutSFTPConsumeKafka / PublishKafkaGetHTTP / InvokeHTTPListenHTTPListS3 / FetchS3ObjectConsumeJMSGetMongo / PutMongo
Data Transformation
ConvertRecordJoltTransformJSONTransformXmlConvertAvroToJSONConvertCSVToAvroReplaceTextUpdateAttributeSplitJson / SplitRecord
Database & Query
ExecuteSQL / ExecuteSQLRecordPutDatabaseRecordQueryDatabaseTableListDatabaseTablesPutSQLGenerateTableFetchQueryRecordLookupRecord
Routing & Enrichment
RouteOnAttributeRouteOnContentValidateRecordPartitionRecordMergeContent / MergeRecordUpdateRecordEvaluateJsonPathExtractText
Architecture
Layered Enterprise Architecture
From the visual interface to the infrastructure layer, every component is designed for production reliability.
Data Foundation
Interface Layer
Agent Orchestration
Controller Services
Infrastructure
Comparison
How AgentFlow Compares
The only AI agent framework with enterprise-grade provenance, governance, and clustering built in from day one.
| Feature | AgentFlow | LangChain | CrewAI | AutoGen | Sem. Kernel |
|---|---|---|---|---|---|
| Data Provenance | ✓ | ✗ | ✗ | ✗ | ✗ |
| Visual Agent Designer | ✓ | ✗ | ✗ | ✗ | ✗ |
| Native Clustering/HA | ✓ | ✗ | ✗ | ✗ | ✗ |
| Back-pressure/Rate Control | ✓ | ✗ | ✗ | ✗ | ✗ |
| Human-in-the-Loop | ✓ | ~ | ✗ | ~ | ✗ |
| Deployment & Mgmt Library | ✓ | ✗ | ✗ | ✗ | ✗ |
| Tool Sandboxing | ✓ | ✗ | ✗ | ~ | ✗ |
| PII Detection/Redaction | ✓ | ✗ | ✗ | ✗ | ✗ |
| Cost/Token Budgets | ✓ | ~ | ✗ | ✗ | ✗ |
| Production Monitoring | ✓ | ~ | ✗ | ~ | ~ |
| Enterprise Auth (LDAP/SSO) | ✓ | ✗ | ✗ | ✗ | ✗ |
| 10+ Year Track Record | ✓ | ✗ | ✗ | ✗ | ✗ |
Ready to See It In Action?
Schedule a live demo with our engineering team. See how AgentFlow transforms AI agent development from prototype scripts to production-grade orchestration.