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The Complete AI Agent Solution

FireFoundry isn't just a platform—it's everything you need to build, deploy, and operate production AI agents. One integrated solution, designed to work together seamlessly.

No cobbling together a dozen different tools. No franken-solutions.

One Solution, Everything You Need

FireFoundry brings together all essential components into one cohesive platform. Each piece is designed to work seamlessly with the others—no integration headaches, no compatibility issues.

Agent SDK

TypeScript-first SDK with decorators for bots, entities, workflows, and tools. Full type safety and IDE support out of the box.

  • Declarative bot definitions
  • Entity persistence built-in
  • AI-assisted development ready

CLI Tools (ff-cli)

Complete command-line toolkit for development, testing, and deployment. From local dev to production in a single command.

  • Local development server
  • One-command deployments
  • Environment promotion

Runtime Platform

Production-grade runtime services that handle the hard parts: routing, persistence, context, sandboxing, and more.

  • Multi-provider AI routing (text & images)
  • Automatic failover
  • Kubernetes-native scaling
  • Industrial-grade capacity management

Management Console

Visual dashboard for everything: monitor agents, explore data, test in playgrounds, and manage your entire platform.

  • Real-time monitoring
  • Interactive playgrounds
  • Visual entity graph explorer

Knowledge Infrastructure

Built-in RAG, document processing, and entity persistence. No external vector DB or document extraction service needed.

  • Knowledge bases with RAG
  • Automatic document extraction
  • Persistent entity graph

Data Access Service

Semantic database proxy for AI agents. 12+ backend databases through one API with business context, access control, and governed queries.

  • Multi-database unified access
  • Semantic data dictionary
  • Fine-grained access control

Web Search Service

Provider-agnostic web search for AI agents. Structured queries, result normalization, and full observability across providers.

  • Structured query support
  • Provider-agnostic abstraction
  • Spelling correction & related searches

Functions-as-a-Service

Deploy serverless functions alongside AI agents. HTTP triggers, event-driven compute, and Widget-as-a-Service integration for interactive dashboards.

  • HTTP triggers & event-driven compute
  • Multiple runtime environments
  • Widget-as-a-Service for dashboards
  • Automatic scaling & resource management

Enterprise Operations

Security, environments, access control, and audit logging. Everything IT needs to operate AI at scale.

  • Role-based access control
  • Environment management
  • Complete audit logging
  • Cloud resource discovery & Terraform export

Notification Service

Multi-channel notification delivery with provider abstraction, idempotency, and audit trails. Email and SMS today, push coming soon.

  • Pluggable provider architecture
  • Database-level idempotency
  • Complete send audit trail

Log Proxy Service

Structured log capture with session correlation, searchable log index, and Enterprise-tier PII redaction and encrypted storage.

  • Session-correlated traces
  • Log search and filtering
  • PII redaction (Enterprise)

Everything You Don't Have to Build

Most teams spend months building infrastructure before they can focus on agent logic. With FireFoundry, all of this is included—tested, integrated, and ready to use.

Persistent Entity Graph

No vector database setup. Business objects persist automatically with relationships.

Full Telemetry

No OpenTelemetry configuration. Every request traced from start to finish.

Distributed Tracing

Follow requests across services. Debug production issues in minutes.

Document Extraction

No Unstructured.io integration. PDFs, docs, and more processed automatically.

Safe Code Execution

No Modal or E2B setup. Secure sandboxes with resource limits built-in.

Multi-Provider Routing

No abstraction layer to write. Route to OpenAI, Anthropic, or others seamlessly.

Automatic Failover

No retry logic to implement. Provider failures handled transparently.

Knowledge Bases

No RAG pipeline to build. Upload documents, get grounded responses.

Test Harness

No eval framework to build. Deterministic testing for non-deterministic AI.

Environment Management

No GitOps complexity. Promote from dev to staging to prod with confidence.

RBAC & Access Control

No auth system to build. Roles, permissions, and team management included.

Audit Logging

No logging infrastructure. Every action tracked for compliance.

Data Intelligence

No custom database integrations. Agents query your data through a semantic layer with built-in governance.

Image Generation

No separate image service. Generate and edit images through the same broker that handles text.

Cloud Resource Sync

No double-entry. Discover and import existing cloud resources automatically.

Serverless Functions

No Lambda setup. Deploy functions alongside agents with built-in HTTP triggers and event-driven compute.

No More Franken-Solutions

Stop stitching together a dozen different tools that weren't designed to work together. No more compatibility nightmares, version conflicts, or integration debugging.

With FireFoundry, everything is designed as a cohesive whole. The SDK talks to the runtime which feeds the console which powers the CLI. It all just works.

LangChain + Pinecone + Unstructured + Modal + OpenTelemetry + ...
FireFoundry: One integrated solution

See Everything, Control Everything

The FireFoundry Console gives you complete visibility into your AI agents. Monitor, debug, test, and manage—all from one place.

Dashboard Overview

Real-time dashboard with key metrics and status

Entity Graph

Visual entity graph for exploring persistent data

Logs and Telemetry

Full telemetry with request tracing

Bot Playground

Interactive playground for testing agents

Environment Management

Multi-environment management and promotion

Access Control

Role-based access control and permissions

Built on Three Pillars

Every feature in FireFoundry serves one of three core principles: making your AI agents reliable, observable, and operational.

Reliable

Reliable

AI agents that don't break in production

  • Multi-provider failover
  • Persistent workflows
  • Deterministic testing
  • Safe code execution
Observable

Observable

Know exactly what your AI is doing

  • Full request telemetry
  • Visual entity graph
  • Distributed tracing
  • Real-time metrics
Operational

Operational

Built for enterprise operations

  • Kubernetes-native
  • Environment promotion
  • RBAC & access control
  • Audit logging

Ready to Stop Building Infrastructure?

Focus on your agent logic. We'll handle everything else.