# Node8 | Practical AI, Built by Engineers Node8 builds custom AI systems and automations for real business workflows. Engineers with years of experience — not consultants with slide decks. Source: https://node8.ai/ --- Real Systems - Built by engineers # Turn AI into measurable outcomes. A clear roadmap, and the team to build it. Practical AI systems and automations, live in days — not months. Book a 20-minute fit check [See how we work](#how-it-works) Trusted by [![Primary VC](https://node8.ai/logos/primaryvc.png)](https://www.primary.vc)[![Mesh Payments](https://node8.ai/logos/meshpay.svg) ](https://meshpayments.com)[![D. E. Shaw Group](https://node8.ai/logos/deshaw.svg) ](https://www.deshaw.com)[![StructuredWeb](https://node8.ai/logos/structuredweb.svg) ](https://www.structuredweb.com)[![WSC Sports](https://node8.ai/logos/wscblack.png) ](https://wsc-sports.com)[![UVeye](https://node8.ai/logos/uveye.png) ](https://uveye.com)[![Shalem Platform](https://node8.ai/logos/shalem.png) ](https://shalemplatform.com)[![Komodo Systems](https://node8.ai/logos/komodo.png) ](https://www.komodosystems.com)[![Babysense](https://node8.ai/logos/babysense.png) ](https://www.babysense.com)[![TechSee](https://node8.ai/logos/techsee.png) ](https://techsee.com/)[![CTERA](https://node8.ai/logos/CTERA.svg) ](https://ctera.com/) What We Do ## Pick the track that matches your problem. GTM Engineering ### [Signal-driven outbound.](https://node8.ai/gtm) We wire your GTM stack into one signal-to-action engine. - Buying signals unified in one layer with Common Room. - Automated enrichment straight into sales cadences. - Human-approved outreach, compliant by design. [Case study →](https://node8.ai/case-studies/gtm-signal-driven-outbound/) [![Clay](https://node8.ai/logos/tools/clay.png)](https://clay.com "Clay")[![Common Room](https://node8.ai/logos/tools/commonroom.svg) ](https://commonroom.io "Common Room")[![lemlist](https://node8.ai/logos/tools/lemlist.png) ](https://lemlist.com "lemlist")[![Apify](https://node8.ai/logos/tools/apify.svg) ](https://apify.com "Apify")[![Nooks](https://node8.ai/logos/tools/nooks.png)](https://nooks.ai "Nooks") MCP & Data Products ### [Your data, inside every AI assistant.](https://node8.ai/mcp) Production MCP servers that turn proprietary data into distribution. - OAuth-secured, one-click connection for end users. - Task-oriented tools instead of API sprawl. - Designed and delivered on Google Cloud. [Case study →](https://node8.ai/case-studies/data-revenue-streams/) [![MCP](https://node8.ai/logos/tools/modelcontextprotocol.svg)](https://modelcontextprotocol.io "MCP")[![Claude](https://node8.ai/logos/tools/claude.svg) ](https://claude.ai "Claude")[![Copilot](https://node8.ai/logos/tools/githubcopilot.svg) ](https://copilot.microsoft.com "Copilot")[![OpenAI](https://node8.ai/logos/tools/openai.svg) ](https://openai.com "OpenAI")[![Manus AI](https://node8.ai/logos/tools/manus.png) ](https://manus.im "Manus AI")[![Perplexity](https://node8.ai/logos/tools/perplexity.svg)](https://www.perplexity.ai "Perplexity") AI Upskilling & Training ### [Adopt the platform. Enable the people.](https://node8.ai/learn) Governed AI platforms, plus the training that makes adoption stick. - From Lovable proof-of-concept to a governed production pilot. - Company-wide AI training plus a 6–8-week engineering track. - 400+ leaders trained across technology organizations. [Case study →](https://node8.ai/case-studies/ai-training-engineering-enablement/) [![Lovable](https://node8.ai/logos/lovable.png)](https://lovable.dev "Lovable")[![Base44](https://node8.ai/logos/base44.png) ](https://base44.com "Base44")[![Claude](https://node8.ai/logos/tools/claude.svg) ](https://claude.ai "Claude")[![ChatGPT](https://node8.ai/logos/tools/openai.svg) ](https://chatgpt.com "ChatGPT")[![Copilot](https://node8.ai/logos/tools/githubcopilot.svg) ](https://copilot.microsoft.com "Copilot")[![Cursor](https://node8.ai/logos/tools/cursor.svg)](https://cursor.com "Cursor") [See all case studies →](https://node8.ai/case-studies/) Industries We Serve ## Our customers see value across industries. [Tech](https://node8.ai/tech)[GTM](https://node8.ai/gtm)[Healthcare](https://node8.ai/health)[Accounting](https://node8.ai/acct)[AEC](https://node8.ai/aec)[Financial Services](https://node8.ai/finance) How It Works ## Fixed scope. Clear owner. Measurable outcome. 01 ### Discovery Sprint We sit with your team, map where time is wasted, and define exactly what to build — with a concrete plan, not a vague roadmap. 02 ### Implementation: Build and Enable We implement or build the automations and AI agents your team needs, inside your existing tools, and make sure your team can run them without us. 03 ### Partnership: Optimize Over Time After launch, we stay involved to fix what breaks, improve what works, and build what's next. - Time-bound engagement with fixed scope and fixed timeline. - One problem, one owner, one measurable outcome. - Clear decision at the end: scale, iterate, or stop. Who This Is For ## This is for teams that need clear decisions and shipped outcomes. - Have clear workflow problems but no confidence in which platform stack to bet on. - Are getting tool demos, but not a concrete implementation plan. - Need results this quarter, not a roadmap for next year. - Want someone who will build it and make sure their team can own it. Official Partners ## We're official partners with the platforms you already run on. AWS, Google, Monday.com, OpenAI, Anthropic and more — partner status means direct access to their engineering teams, early builds, and support paths, so what we ship for you is built on the platform the way the platform intends. [![AWS](https://node8.ai/logos/aws.svg)](https://aws.amazon.com)[![Google Cloud](https://node8.ai/logos/googlecloud.png) ](https://node8.ai/google)[![Monday.com](https://node8.ai/logos/monday.png) ](https://node8.ai/monday)[![Lovable](https://node8.ai/logos/lovable.png) ](https://node8.ai/lovable)[![Base44](https://node8.ai/logos/base44.png) ](https://node8.ai/base44)[![Claude](https://node8.ai/logos/claude.svg) ](https://node8.ai/anthropic)[![OpenAI Select Partner](https://node8.ai/logos/openai-select-partner.svg) ](https://node8.ai/openai)[![Zoom](https://node8.ai/logos/zoom.svg)](https://zoom.us) ## Still hearing pitches, but not getting a build plan? Tell us what your team does manually today. We'll figure out what to build — and ship it. Name \* Email \* Role \* Company What are you trying to achieve? \* Send Inquiry Book a 20-minute fit check