iterate.ai valid

Iterate.ai

https://iterate.ai

For agents: Material is only a bare URL with no description; the company's products cannot be determined from this llms.txt.

iterate.ai

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T07:07:16.070Z. Cached copy · Source on iterate.ai

# Iterate.ai

> https://iterate.ai

Iterate.ai builds enterprise-ready private AI platforms for self-hosted, on-premise or cloud VPC, and air-gapped deployment with complete data sovereignty. The product suite enables organizations to adopt, deploy, and scale AI securely without sending enterprise data to external services.

## Products

### Generate 
Private AI assistant and agentic workflow platform combining conversational AI workspace, visual workflow builder, and complete RAG pipeline. Multi-tenant architecture with 80+ connectors, custom MCP server support, Kubernetes-based agent sandbox secured by security capsules, and per-tenant encryption with pluggable KMS.

### AgentWatch
AI governance gateway providing unified LLM access across 14 providers with inline DLP, guardrails enforced through security capsules, four-tier budget enforcement, shadow AI detection, and agent-specific governance. Cross-protocol translation enables zero-code adoption. Semantic caching delivers 20-40% cost reduction.

### Lifeboat
The world's first confidential compute inference engine — Lifeboat brings confidential compute directly into the inference engine itself, alongside high-performance private LLM inference delivering 2× concurrent capacity per GPU without quantizing model weights. Patent-pending KV cache optimizations, security capsules for secure sandboxed execution, complete control plane (web UI, RBAC, audit), multi-node orchestration, and support for 168+ model architectures. Runs on NVIDIA or AMD Instinct GPUs, or with no GPU at all, and ships as a Docker container, a Helm chart on Kubernetes, or a native desktop app for macOS and Linux.

### Interplay
Low-code AI workflow automation platform enabling 17× faster development with 600+ pre-built connectors, visual workflow builder, AI-native nodes, security capsules that sandbox and guardrail every automated step, and human-in-the-loop approval gates.

## Core Philosophy

- Data Sovereignty First: All products support self-hosted, on-premise or cloud VPC, and air-gapped deployment
- Private AI By Design: Enterprise data and inference never leave customer-controlled infrastructure
- Security Capsules Everywhere: Secure guardrailing and secure sandboxed execution built into every product's core architecture
- Enterprise-Grade Security: RBAC, SSO, audit logging, and compliance frameworks built-in
- Provider Neutrality: Multi-provider LLM support avoids vendor lock-in
- Production-Ready: Complete operational control planes, not prototype tools

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# Generate

> https://iterate.ai/platform/generate

## Overview

Generate is a multi-tenant private AI platform combining conversational AI workspace, visual workflow builder, and complete RAG (Retrieval-Augmented Generation) pipeline. Enables organizations to build, deploy, and govern AI applications connecting LLMs to private enterprise data, SaaS systems, and structured databases with strict tenant isolation, encryption, and audit controls.

## Key Capabilitie
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Machine-readable: GET /v1/resolve?q=iterate.ai · GET /v1/domain/iterate.ai · this page as Accept: application/json or text/markdown · MCP lookup_domain

Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.

Claim my listing on Agent Web Map for iterate.ai:
1. POST https://agentwebmap.com/v1/sites/iterate.ai/claims and keep claim_id and claim_secret private.
2. Publish the proof: add the line "AgentWebMap ownership: <token>" (token from step 1) to https://iterate.ai/llms.txt, or use the DNS, meta-tag or well-known method the response describes.
3. POST https://agentwebmap.com/v1/sites/iterate.ai/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/iterate.ai).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

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