The enabler for vertical AI
Build AI that ships.
From general-purpose models to domain-specific agents that automate real workflows. Build, connect your data, add guardrails—then publish as APIs. One platform, no glue code.
No credit card · Free tier · Enterprise-ready
Generic AI doesn't ship. Vertical AI does.
General-purpose models can answer questions. But real businesses need AI that understands their domain—their data, their workflows, their rules. Today, getting there means stitching together LLM APIs, vector databases, tool frameworks, custom backends, and fragile glue code.
Every new agent means another stack. Every workflow means another pipeline. Every team reinvents the same wheel.
intgr8 is the orchestration layer that turns general models into domain-specific, production-ready AI—without the sprawl.
Three steps. Zero infra.
Build
Create agents with any LLM. Add tools, MCP servers, input guardrails, memory, and prompt enhancers for domain context. Design multi-agent workflows from templates. Test everything in the UI before you ship.
Connect
Upload proprietary docs to your knowledge base for RAG—grounding agents on your domain data. Wire third-party integrations (OAuth or API key). Subscribe to live feeds. Bring your own models and API keys—all scoped per workspace.
Publish
Turn any agent or workflow into a secure, documented API. One chat endpoint supports public share links, JWT auth, and API keys. Streaming, usage controls, and share limits built in. Your product, instantly.
One platform. Every capability.
No more stitching tools together. Everything you need to build, govern, and ship AI lives here.
Agent builder
Any LLM, system prompts, multimodal inputs, tools, MCP servers, input guardrails, memory, and structured output. Full control over how your agents think and respond.
Multi-agent workflows
Visual graphs with agent and tool nodes. Clone from templates—editorial research, SEO clusters, content rewrites. Background execution, re-runnable outputs, PDF export.
Knowledge base & RAG
Buckets, folders, files. Upload proprietary docs or ingest URLs. Automatic chunking and vector search. Agents grounded on your domain data—no external vector DB needed.
Tools & MCP
Platform tools (web scraper, feed reader, image creator) plus full MCP server lifecycle. Register, discover, and execute tools. Agents use both in the same flow.
Publish as API
One chat endpoint with three auth modes: share link (public), JWT (logged-in users), API key (server-to-server). SSE streaming, usage metadata, share limits.
Integrations
Connect OAuth2 and API-key services: LinkedIn, Gmail, Slack, Ahrefs, and more. Tokens stored with AES-256-GCM encryption. Plug into your existing tech stack.
Multi-model inference
Manage LLM providers and models centrally. Per-workspace API keys. Swap models per agent without changing a line of code. Run the right model for the right task.
Prompt enhancers
Reusable context blocks for domain expertise, brand voice, and style guides. Attach to any agent or published agent. Consistent, on-brand, domain-aware outputs everywhere.
Feeds
RSS, Atom, and JSON feeds. Validate, subscribe, fetch, and serve to agents for content curation, monitoring, and real-time data pipelines.
The enabler for vertical AI
General AI assists with tasks. Vertical AI automates entire workflows. intgr8 gives you the building blocks to go from general-purpose to domain-specific—without building infrastructure.
Domain-specific data & RAG
Upload proprietary documents, manuals, and domain knowledge into organized knowledge bases. Automatic chunking and vector search ground your agents on the data that matters—creating a defensible, domain-specific data layer no generic tool can replicate.
Agentic workflow automation
Multi-agent graphs don't just answer questions—they execute multi-step, end-to-end processes. Map your domain workflows into agent and tool nodes, run them in the background, re-run outputs. Move from chat assistants to autonomous digital workers.
Guardrails & governance
Input guardrails, structured output formats, and output templates enforce what your agents can and cannot do. Workspace scoping, role-based access, and per-agent controls give you compliance-by-design—essential for regulated industries.
Human-on-the-loop
Test agents before saving. Review outputs before publishing. Control share limits, usage caps, and API-key access. intgr8 enables the shift from "human approves every step" to "human supervises the process"—accelerating adoption while keeping humans in control.
Seamless stack integration
OAuth2 and API-key integrations plug directly into your existing tools—CRMs, collaboration apps, analytics platforms. MCP servers extend agents with custom capabilities. Feeds bring in live data. Your AI agents work where your team already works.
Security & encryption
Integration tokens stored with AES-256-GCM encryption. API keys scoped per workspace. Centralized LLM key management so credentials never leak into application code. Built for teams where security isn't optional—it's table stakes.
Built for real work
From domain-specific copilots to customer-facing products—intgr8 fits wherever AI needs to go from prototype to production.
Domain-specific copilots
Agents grounded on your proprietary docs via RAG. Attach tools and MCP servers. Publish for internal teams with API keys—your own copilot, your own data, your own domain expertise.
Customer-facing chatbots
Brand-voiced agents with prompt enhancers and guardrails. Share via link or embed via API. Usage limits, streaming, and flexible auth so you control every interaction and stay compliant.
Research & content pipelines
Multi-agent workflows for editorial research, SEO topic clusters, and article rewrites. Feed ingestion, web scraping, and output to HTML, Markdown, or PDF. End-to-end automation, not just assistance.
API-first AI products
Expose agents or workflows as REST/SSE APIs for partners or internal services. No custom backend—just configure, publish, and integrate. Ship AI as a product, not a project.
Multi-model strategies
Run Claude for analysis, GPT for summarization, Gemini for multimodal, Groq for speed—in the same workspace. Swap models per agent or workflow without touching your product code.
Compliance & governance
Centralized LLM keys, workspace scoping, guardrails, and output format enforcement. Keep sensitive data inside your knowledge base and your control. Audit what your agents can do.
Why teams choose intgr8
One control plane
LLMs, keys, agents, tools, MCP, knowledge bases, integrations, and published APIs. Managed in one place—not scattered across scripts and dashboards.
Ship in hours, not weeks
Build and test agents in the UI. Publish as a production API with one click. No separate backend, no DevOps, no deployment pipeline for "AI as a product."
Model-agnostic by design
OpenAI, Anthropic, Gemini, DeepSeek, Groq, Grok, Ollama—swap models per agent or per workflow node without changing app code. Multi-model in a single workspace.
Enterprise-grade control
Workspaces, roles, encrypted token storage, API-key access control, guardrails, and per-published-agent share limits. Built for teams who take security and governance seriously.
RAG without the plumbing
Knowledge base with buckets, files, chunking, and vector search built in. Ground your agents on proprietary, domain-specific data without managing a separate vector database.
From general to vertical
Prompt enhancers, knowledge bases, guardrails, and structured outputs turn general-purpose models into specialized, domain-expert agents. Build vertical AI without vertical infrastructure.
"The next wave of AI isn't general-purpose chat. It's domain-specific agents that automate entire workflows. intgr8 is the platform that gets you there."
Ready when you are.
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