Build, deploy, and govern production AI agents in hours — not months. End-to-end orchestration with built-in compliance, observability, and zero model lock-in.
The problem
Most agent platforms get stuck between demo and production. Compliance won't approve what they can't audit. Ops won't own what they can't observe. Security won't sign off on systems that can't prove data lineage. The result: months of integration work, scattered governance across six different tools, and agents that never leave staging.
Decisions aren't traceable. Leadership can't sign off on black-box reasoning.
Prompts in one tool, logs in another, approvals in a third. Nobody owns end-to-end behavior.
One wrong output cascades into audit risk, legal risk, reputational damage, and frozen programs.
The solution
Flo is the orchestration platform that makes AI agents approval-ready from day one. Not a wrapper around prompts. Not a visual toy that breaks in production. A complete control plane — from visual composition through runtime execution to full governance — that enterprises actually deploy, and compliance actually approves.
Architecture
Every layer is integrated — not bolted on. Context engineering, runtime execution, trust enforcement, and observability in a single governed surface.
Visual Composer
Drag-and-drop nodes for prompts, tools, data, memory, and logic. Start no-code — extend with Python, SDKs, and custom APIs. Version-controlled, team-shareable, reusable component bundles.
Knowledge & Memory
RAG-native knowledge base with citation tracking. Tool execution with scoped permissions. Tiered memory — session, user, and organizational — with configurable retention and access controls.
Guardrails & Governance
Runtime guards stop unsafe inputs, outputs, and actions before they execute. PII redaction at inference. RBAC, per-agent budgets, environment gates. Policy-as-code that turns compliance into automated pipelines.
Traces & Analytics
End-to-end traces with full replay. Cost, latency, and adoption dashboards. Every action logged with hashed trace IDs, immutable audit trails, and confidence scoring. Deploy SaaS, VPC, or on-prem.
Start with drag-and-drop flows that business users can build in minutes. Extend with Python, SDKs, and custom APIs when engineering needs control. Package reusable agent bundles that scale across teams — without rewriting from scratch.
Route between OpenAI, Anthropic, Gemini, Mistral, Llama, and private models dynamically. Flo selects by cost, latency, and capability — with automatic fallbacks, rate limiting, and per-agent budget controls. Host on our infrastructure or yours.
OpenAPI endpoints, webhooks, MCP support, and native connectors for CRM, ERP, ticketing, IAM, messaging, BMS, and IoT systems. Flo drops into your stack — no rip-and-replace. Omni-channel: voice, WhatsApp, web, Slack, email.
Built on ISO 27001 & 9001 foundations. PII redaction at inference — not after. Training/inference boundary enforced. No raw sensitive data in transit. SAST, DAST, pen testing, and threat modeling on every release — not as a one-time exercise.
Agents escalate seamlessly at confidence thresholds you define. Capture expert feedback as training signal. Blend automation with human review for high-stakes workflows. Approval gates are configurable per agent, per action, per environment.
Deliver polished chat, step-form, and embedded widget experiences that look native to your brand. Built-in theming, multilingual coverage, and accessibility compliance enable global rollouts without custom front-end work.
Agent patterns
Compose by outcome, not by technology. Mix patterns freely within a single deployment.
Orchestrate multi-step work across systems with tools, checks, and approvals — auditable by design.
Live inside your apps — CRM, EHR, ERP, helpdesk. Read the active record, suggest next steps, execute in-context.
Respond on demand across channels and events — chat, email, voice, Slack, web widgets, system alerts.
Every action is observable, governed, and safe around sensitive data. Compliance isn't bolted on after launch — it's the foundation every agent is built on.
Traces, replay, cost/latency analytics across every run. Full audit reconstruction.
Vulnerability scans, policy enforcement, RBAC, environment gates. CI/CD gated on every release.
Redaction at inference, access controls, data boundaries. Tenant isolation enforced.
Integrations
SDK · iFrame · Web Component · Mobile
MCP · REST · Webhook · GraphQL · API
CRM · ERP · PMS · IAM · Data Warehouse
Schedule · Submit · Query · Approve · Handoff
Flo's integration layer extends to any client-specific system, workflow, or channel. What's shown here is illustrative — not exhaustive.
Why Flo
Build, deploy, govern, and scale from one surface. No more stitching six tools together and hoping governance survives the seams.
End-to-end observability, audit logs, RBAC, cost controls, and Dev/QA/Prod environment separation. Leadership approves with confidence.
Per-agent budgets, evaluation suites, error retries, caching, rate limiting, and monitoring dashboards. Agents survive past proof-of-concept because reliability is built in — not added after.
Templates, variables, and memory patterns that stay stable across workflows and teams. Flo treats context as architecture — not an afterthought you tune until it works.
If it can be expressed as structured inputs, callable tools, deterministic rules, and auditable outputs — Flo can compose it. With humans in the loop where it matters.