Data is the Foundatation to AI
Enterprise Scale Product Enabled Services — from data preparation to production AI agents. Built on Apache NiFi.
THE PROBLEM
Enterprise AI Has a Governance Gap
Most AI agent frameworks are built for demos, not production. The gap between prototype and enterprise deployment is massive.
The AgentFlow Way
- ✓Enterprise-grade orchestration platform
- ✓Complete data provenance for every action
- ✓Native clustering — zero code changes to scale
- ✓Built-in back-pressure and cost budgets
- ✓Version-controlled agent definitions
- ✓FedRAMP, HIPAA, SOX compliant infrastructure
- ✓10+ year production track record
The Status Quo
- ✗Python scripts with no governance
- ✗No audit trail for agent actions
- ✗Manual scaling with custom infrastructure
- ✗No cost controls — runaway API spend
- ✗No version control for agent logic
- ✗Compliance gaps regulators will find
- ✗Prototype frameworks in production
THE FOUNDATATION DIFFERENCE
Your Data Isn't Ready for AI. We Fix That.
Most agentic AI companies need clean, API-ready data. We start where your data actually is — messy, siloed, and scattered — and build the foundation for AI.
Foundatation delivers Enterprise Scale Product Enabled Services that take organizations on the complete journey from raw, unprepared data to production AI agents. While competitors hand you a framework and wish you luck, we deliver outcomes.
Data Acquisition
Connect to any data source — databases, APIs, file systems, streaming platforms, legacy systems, and unstructured repositories. No data left behind.
Transformation
Cleanse, enrich, and reshape raw data into consistent formats. Handle schema conflicts, data quality issues, and complex business logic at scale.
Normalization
Standardize data across sources — unified schemas, consistent naming, deduplication, and entity resolution. One source of truth.
AI-Ready Data
Vectorized, indexed, and optimized data ready for LLM consumption, RAG pipelines, agent memory, and real-time AI inference.
of Enterprise Data Sources Supported
Faster Time to AI-Ready Data
Data Engineering Left to the Customer
GOVERNANCE & SAFETY
Every Decision. Every Trace. Every Safeguard.
Enterprise AI demands accountability. AgentFlow provides complete data provenance, human-in-the-loop controls, and configurable guardrails at every step.
Complete Data Provenance
Every agent decision, every LLM call, every tool invocation is recorded with full lineage tracking. Know exactly what happened, when, and why -- powered by NiFi's battle-tested provenance engine.
Agent
Research-Agent-7
Action
Publish financial analysis to client portal
Human-in-the-Loop Controls
Configure approval gates for high-stakes decisions. Route sensitive agent actions to human reviewers with full context. Define guardrails that prevent unauthorized actions before they happen -- not after.
COMPETITIVE LANDSCAPE
How AgentFlow Compares
See how AgentFlow stacks up against other AI agent frameworks and orchestration platforms.
| 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 | ✓ | ✗ | ✗ | ✗ | ✗ |
AgentFlow is the only platform built on a 10+ year enterprise-proven foundation
Ready to Build Enterprise AI Agents?
Get started with AgentFlow today. Deploy production-grade AI agents with the governance and reliability your enterprise demands.
Purpose-Built for Regulated Industries
Financial Services
Automate compliance reviews, risk assessments, and regulatory document processing with full audit trails and PII protection.
Healthcare
HIPAA-compliant patient data workflows, clinical document analysis, and medical research synthesis with human oversight.
Defense & Intelligence
FedRAMP-ready agent orchestration for mission-critical intelligence analysis, classified data processing, and operational planning.
Enterprise
Customer support automation, internal knowledge management, code generation pipelines, and cross-functional research workflows.