# CambrianEdge.ai

> CambrianEdge.ai is a human-led AI orchestration platform for marketing teams. Research, content, images, video, social publishing and automations run in one workspace, on your Brand DNA, with the leading AI models and with people reviewing and approving the work before it goes out.

CambrianEdge.ai is built for marketing agencies, enterprise brand teams, startups, nonprofits, publishers and government communicators. Teams choose between OpenAI, Claude, Gemini, Meta and Grok models per task, keep brand voice and approved facts in one place, connect 43+ tools, and see what AI produced across the team. Agencies such as Gutenberg report 100% team AI adoption, 5x faster execution and 90% first-draft approval.

## Product

- [Home](https://cambrianedge.ai/): What CambrianEdge.ai is and how teams use it
- [Pricing](https://cambrianedge.ai/pricing): Free trial, Starter, Business and Enterprise plans
- [SPARKS](https://cambrianedge.ai/sparks): The usage unit behind every AI action, with costs and examples
- [Integrations](https://cambrianedge.ai/integrations): 43+ connected tools, from Google Workspace to Salesforce
- [Why CambrianEdge.ai](https://cambrianedge.ai/why-cambrianedge): Every question a marketing team asks before choosing it
- [Customer Success](https://cambrianedge.ai/customer-success): Onboarding, training and ongoing support
- [AI Readiness Assessment](https://cambrianedge.ai/ai-readiness-assessment): A free 2-minute assessment of your team’s AI maturity

## Use cases

- [Marketing ops](https://cambrianedge.ai/solutions/use-cases/marketing-ops): Run briefs, campaigns, approvals and reporting from the same plan.
- [Social media](https://cambrianedge.ai/solutions/use-cases/social-media): Draft, approve, schedule and measure on five networks.
- [Content & brand voice](https://cambrianedge.ai/solutions/use-cases/content-brand-voice): On-brand from the first draft.
- [Campaign planning](https://cambrianedge.ai/solutions/use-cases/campaign-planning): Turn a brief into a dated campaign calendar.
- [PR & communications](https://cambrianedge.ai/solutions/use-cases/pr): Releases, pitches and media lists from verified facts.
- [Video](https://cambrianedge.ai/solutions/use-cases/video): Ad cuts, social video and CTV creative from a single idea.
- [Research & brand strategy](https://cambrianedge.ai/solutions/use-cases/research-brand-strategy): Cited research, competitor and audience notes.
- [Approvals & governance](https://cambrianedge.ai/solutions/use-cases/approvals-governance): Defined sign-off, roles and a record of decisions.

## Teams

- [Agencies](https://cambrianedge.ai/solutions/agencies): Each client in its own workspace, with its own brand voice.
- [Enterprise](https://cambrianedge.ai/solutions/enterprise): Many teams, many models, one way of working.
- [Startups / SMBs](https://cambrianedge.ai/solutions/startups-smbs): A small team that ships like a bigger one.
- [Fractional CXOs](https://cambrianedge.ai/solutions/fractional): Run each client's marketing in its own workspace, then hand it over cleanly.
- [Nonprofits](https://cambrianedge.ai/solutions/nonprofits): More campaigns for the mission, less admin.
- [Think tanks](https://cambrianedge.ai/solutions/think-tanks): Turn reports into posts, briefs and op-eds without distorting the findings.
- [Creators](https://cambrianedge.ai/solutions/creators): Your voice in more formats, and it stays yours.
- [Publishers & newsrooms](https://cambrianedge.ai/solutions/publishers): Faster packaging without losing editorial judgment.
- [Government](https://cambrianedge.ai/solutions/government): Public information drafted quickly and approved on the record.

## Industries

- [Technology](https://cambrianedge.ai/industries/technology): Release notes become the whole launch kit.
- [Financial services](https://cambrianedge.ai/industries/financial-services): Faster campaigns with compliance sign-off built in.
- [Healthcare](https://cambrianedge.ai/industries/healthcare): Clinical, legal and brand review in one document.
- [Automotive](https://cambrianedge.ai/industries/automotive): One launch brief, versioned for every market and dealer.
- [Retail & e-commerce](https://cambrianedge.ai/industries/retail-ecommerce): Copy for every SKU and season, in your brand voice.
- [Media & entertainment](https://cambrianedge.ai/industries/media-entertainment): Promo for every screen, with producers keeping the final cut.

## Comparisons

- [CambrianEdge.ai vs ChatGPT](https://cambrianedge.ai/why-cambrianedge/vs-chatgpt): ChatGPT is a conversation interface; CambrianEdge.ai is a marketing operating system. Research, brand voice, design and publishing happen in one workspace instead of being copied between tools by hand.
- [CambrianEdge.ai vs Jasper](https://cambrianedge.ai/why-cambrianedge/vs-jasper): Jasper gives marketers a faster way to write. CambrianEdge.ai connects live research, brand-governed creation and direct publishing in one system, so teams stop switching between tools.
- [CambrianEdge.ai vs Writesonic](https://cambrianedge.ai/why-cambrianedge/vs-writesonic): Writesonic focuses on SEO content and tracking brand mentions in AI answers. CambrianEdge.ai is a complete marketing operating system: cited research, Brand DNA governance, strategic frameworks and social publishing in one workspace.
- [CambrianEdge.ai vs Microsoft Copilot](https://cambrianedge.ai/why-cambrianedge/vs-microsoft-copilot): Copilot makes your team faster inside Word, PowerPoint, Teams and Outlook. CambrianEdge.ai is built for marketing: cited live research, brand governance on every output, image and video generation and direct social publishing in one workspace.
- [CambrianEdge.ai vs Copy.ai](https://cambrianedge.ai/why-cambrianedge/vs-copy-ai): Copy.ai automates content at volume. CambrianEdge.ai treats every piece as a brand interaction, with research depth, brand governance and strategic intelligence behind each one.
- [CambrianEdge.ai vs Grok](https://cambrianedge.ai/why-cambrianedge/vs-grok): Grok is a strong frontier model with a chat interface. CambrianEdge.ai is a marketing operating system that includes Grok 4 as one of four models, plus the research, brand and publishing tools a marketing team needs.
- [CambrianEdge.ai vs Perplexity](https://cambrianedge.ai/why-cambrianedge/vs-perplexity): Perplexity finds information and cites it. CambrianEdge.ai does the same research, then applies your Brand DNA and marketing frameworks, creates the visuals and publishes the finished content.
- [CambrianEdge.ai vs Writer.com](https://cambrianedge.ai/why-cambrianedge/vs-writer): Writer is enterprise AI infrastructure that happens to include marketing features. CambrianEdge.ai is built from the ground up for marketing teams, with every feature designed around a specific marketing problem.
- [CambrianEdge.ai vs Blaze.ai](https://cambrianedge.ai/why-cambrianedge/vs-blaze): Blaze is built for solopreneurs who need consistent social content. CambrianEdge.ai is built for marketing professionals, agencies and enterprise teams, with four frontier models available on every message.
- [CambrianEdge.ai vs Pressmaster.ai](https://cambrianedge.ai/why-cambrianedge/vs-pressmaster): Pressmaster turns AI interviews with thought leaders into press-ready content. CambrianEdge.ai covers that and everything around it: research, brand governance, social publishing and strategy in one workspace.

## Company, research and events

- [About](https://cambrianedge.ai/about): Why the company exists, what it believes, its three promises, who it helps and the team
- [Gutenberg case study](https://cambrianedge.ai/customer-stories/gutenberg): How a 100+ person agency in 7 countries went AI-native
- [AI at Work: The Collaboration Gap](https://cambrianedge.ai/ai-at-work-collaboration-gap-survey): Research from 136 professionals in 14 countries, presented at the House of Lords
- [Events](https://cambrianedge.ai/events): Panels, roundtables and dinners on AI and marketing
- [How We AI webinar: From AI Adoption to AI Orchestration](https://cambrianedge.ai/how-we-ai/ai-orchestration): From AI Experiments to a Working System Your Team Actually Uses. Free live session for agency leaders on Thursday, November 5, 2026 at 11 AM ET, with Sree Sreenivasan, Harjiv Singh, Arnold Miller, and Hannah Feminella
- [IBM partnership](https://cambrianedge.ai/ibm-partnership): IBM Business Partner; planned watsonx governance, security and observability
- [Press room](https://cambrianedge.ai/press-room): News and media resources
- [Blog](https://cambrianedge.ai/blogs): AI marketing strategy and workflows
- [Tutorials](https://cambrianedge.ai/tutorials): Video walkthroughs of features
- [Contact](https://cambrianedge.ai/contact): Demos, partnerships and support

## Blog posts

- [Does AI train on your data? What ChatGPT, Claude and Gemini do with client data](https://cambrianedge.ai/blogs/does-ai-train-on-your-data)
- [How to build an AI content approval workflow (free template)](https://cambrianedge.ai/blogs/ai-content-approval-workflow)
- [Best AI tools for marketing agencies in 2026, picked by job](https://cambrianedge.ai/blogs/ai-tools-for-marketing-agencies)
- [What Is AI Orchestration for Marketing? A Definition and Framework](https://cambrianedge.ai/blogs/what-is-ai-orchestration-for-marketing-a-definition-and-framework)
- [The Barrier to Enterprise AI Isn’t the Model. It’s Trust.](https://cambrianedge.ai/blogs/the-barrier-to-enterprise-ai-isnt-the-model-its-trust)
- [CMOs Don't Need Another AI Roadmap ](https://cambrianedge.ai/blogs/cmos-dont-need-another-ai-roadmap--cambrianedgeai)
- [The Next Marketing System of Record Remembers Why](https://cambrianedge.ai/blogs/the-next-marketing-system-of-record-remembers-why-the-next-marketing-system-of-record-remembers-why)
- [AI Systems Need a Recovery Plan, Not Just a Model Strategy ](https://cambrianedge.ai/blogs/ai-systems-need-a-recovery-plan-not-just-a-model-strategy)
- [The AI Advantage Is Moving From Production to Decision-Making ](https://cambrianedge.ai/blogs/the-ai-advantage-is-moving-from-production-to-decision-making)
- [The Approval Queue Is Becoming Marketing's New Bottleneck ](https://cambrianedge.ai/blogs/the-approval-queue-is-becoming-marketings-new-bottleneck-)
- [The Collaboration Gap Is an Organizational Design Problem](https://cambrianedge.ai/blogs/the-collaboration-gap-is-an-organizational-design-problem)
- [The Missing Link in Enterprise AI](https://cambrianedge.ai/blogs/the-missing-link-in-enterprise-ai)
- [How Stanford GSB Rewired Its Marketing Team for the AI-Native Era](https://cambrianedge.ai/blogs/how-stanford-gsb-rewired-its-marketing-team-for-the-ai-native-era)
- [The House of Lords and the Future of AI Collaboration](https://cambrianedge.ai/blogs/the-house-of-lords-and-the-future-of-ai-collaboration)
- [Inside Our Inaugural How We AI Event at NYC Tech Week](https://cambrianedge.ai/blogs/inside-our-inaugural-how-we-ai-event-at-nyc-tech-week)
- [The Three Acts of the AI Era](https://cambrianedge.ai/blogs/the-three-acts-of-the-ai-era)
- [Why 90% of Agencies Are Paying It Every Quarter and What It's Actually Costing Them](https://cambrianedge.ai/blogs/why-90-of-agencies-are-paying-it-every-quarter-and-what-its-actually-costing-them)
- [The Equation Behind the Operating System ](https://cambrianedge.ai/blogs/the-equation-behind-the-operating-system)
- [Multi-Modal AI: Why One LLM Isn't Enough ](https://cambrianedge.ai/blogs/multi-model-ai-why-one-llm-isnt-enough)
- [The 4 Dimensions of Marketing AI Readiness](https://cambrianedge.ai/blogs/the-4-dimensions-of-marketing-ai-readiness)
- [Candles vs. Cities: Why Adding AI to Old Workflows Is Not Transformation](https://cambrianedge.ai/blogs/why-ai-on-old-workflows-fails)
- [What an AI-Fluent Workflow Looks Like Brief to Delivery: Brief to Delivery Without the Six-Tool Chaos](https://cambrianedge.ai/blogs/what-an-ai-fluent-workflow-looks-like-brief-to-delivery-brief-to-delivery-without-the-six-tool-chaos)
- [What an AI-Fluent Marketing Team Looks Like](https://cambrianedge.ai/blogs/what-an-ai-fluent-marketing-team-looks-like)
- [The DOL Built a Strong AI Framework. Here Is What It Is Missing for Marketing Teams.](https://cambrianedge.ai/blogs/dols-5-ai-pillars-mapped-to-marketing-workflows-)
- [The Gap That Matters](https://cambrianedge.ai/blogs/the-gap-that-matters)
- [We Convinced the Internet That AI Went on Strike. Here Is What Actually Happened.](https://cambrianedge.ai/blogs/we-convinced-the-internet-that-ai-went-on-strike-here-is-what-actually-happened)
- [What DOL's AI-Ready Initiative Means for Marketers](https://cambrianedge.ai/blogs/what-dols-ai-ready-initiative-means-for-marketers)
- [AI Change Management for Marketing Agencies](https://cambrianedge.ai/blogs/ai-change-management-for-marketing-agencies)
- [Marketing's New Competitive Edge](https://cambrianedge.ai/blogs/marketings-new-competitive-edge)
- [Is Your Marketing Team Ready for Transformation?](https://cambrianedge.ai/blogs/is-your-marketing-team-ready-for-transformation)
- [From AI Literacy to AI Fluency](https://cambrianedge.ai/blogs/from-ai-literacy-to-ai-fluency)
- [Your Opportunity Guide](https://cambrianedge.ai/blogs/marketing-agencies-are-transforming-for-ai-your-opportunity-guide)
- [What the India AI Impact Summit 2026 Must Address](https://cambrianedge.ai/blogs/what-the-india-ai-impact-summit-2026-must-address)
- [A Beacon for Global Inclusive Growth ](https://cambrianedge.ai/blogs/a-beacon-for-global-inclusive-growth-)
- [AI Literacy for Marketers: Your Strategic Amplifier](https://cambrianedge.ai/blogs/ai-literacy-for-marketers-your-strategic-amplifier)
- [4 Practical Learnings From Our Beta](https://cambrianedge.ai/blogs/4-practical-learnings-from-our-beta)
- [AI Literacy for Marketers: Your Strategic Amplifier](https://cambrianedge.ai/blogs/building-ai-for-marketing-at-scale-what-18-months-of-beta-testing-taught-us-about-execution)
- [The $2.3 Billion Secret That Smart Marketers Already Know](https://cambrianedge.ai/blogs/the-23-billion-secret-that-smart-marketers-already-know)
- [How Can You Redesign Your Agency's Operating Model for an AI-Powered Future](https://cambrianedge.ai/blogs/how-can-you-redesign-your-agencys-operating-model-for-an-ai-powered-future)
- [The Art of Finding Needles: How Prompting Became the New Search Mastery](https://cambrianedge.ai/blogs/the-art-of-finding-needles-how-prompting-became-the-new-search-mastery)
- [Mastering AEO for Agencies, Collectives, and Freelancers](https://cambrianedge.ai/blogs/mastering-aeo-for-agencies-collectives-and-freelancers)
- [Why the Future of Marketing Belongs to Contextual Intelligence](https://cambrianedge.ai/blogs/why-the-future-of-marketing-belongs-to-contextual-intelligence)

## Optional

- [Microsoft Teams integration](https://cambrianedge.ai/integrations/microsoft-teams)
- [Gmail integration](https://cambrianedge.ai/integrations/gmail)
- [Outlook integration](https://cambrianedge.ai/integrations/outlook)
- [Google Calendar integration](https://cambrianedge.ai/integrations/google-calendar)
- [Google Sheets integration](https://cambrianedge.ai/integrations/google-sheets)
- [Google Drive integration](https://cambrianedge.ai/integrations/google-drive)
- [Google Docs integration](https://cambrianedge.ai/integrations/google-docs)
- [Google Tasks integration](https://cambrianedge.ai/integrations/google-tasks)
- [Google Meet integration](https://cambrianedge.ai/integrations/google-meet)
- [Google Ads integration](https://cambrianedge.ai/integrations/google-ads)
- [Google Analytics integration](https://cambrianedge.ai/integrations/google-analytics)
- [Google Search Console integration](https://cambrianedge.ai/integrations/google-search-console)
- [Google Slides integration](https://cambrianedge.ai/integrations/google-slides)
- [Excel integration](https://cambrianedge.ai/integrations/excel)
- [SharePoint integration](https://cambrianedge.ai/integrations/sharepoint)
- [Zoom integration](https://cambrianedge.ai/integrations/zoom)
- [OneDrive integration](https://cambrianedge.ai/integrations/onedrive)
- [Slack integration](https://cambrianedge.ai/integrations/slack)
- [ClickUp integration](https://cambrianedge.ai/integrations/clickup)
- [Todoist integration](https://cambrianedge.ai/integrations/todoist)
- [Notion integration](https://cambrianedge.ai/integrations/notion)
- [Asana integration](https://cambrianedge.ai/integrations/asana)
- [Salesforce integration](https://cambrianedge.ai/integrations/salesforce)
- [HubSpot integration](https://cambrianedge.ai/integrations/hubspot)
- [Apollo integration](https://cambrianedge.ai/integrations/apollo)
- [ZoomInfo integration](https://cambrianedge.ai/integrations/zoominfo)
- [Amplitude integration](https://cambrianedge.ai/integrations/amplitude)
- [PostHog integration](https://cambrianedge.ai/integrations/posthog)
- [Brevo integration](https://cambrianedge.ai/integrations/brevo)
- [Mailchimp integration](https://cambrianedge.ai/integrations/mailchimp)
- [Customer.io integration](https://cambrianedge.ai/integrations/customerio)
- [Klaviyo integration](https://cambrianedge.ai/integrations/klaviyo)
- [SendGrid integration](https://cambrianedge.ai/integrations/sendgrid)
- [Monday integration](https://cambrianedge.ai/integrations/monday)
- [Calendly integration](https://cambrianedge.ai/integrations/calendly)
- [Cal integration](https://cambrianedge.ai/integrations/cal)
- [News API integration](https://cambrianedge.ai/integrations/news-api)
- [World News API integration](https://cambrianedge.ai/integrations/world-news-api)
- [Gamma integration](https://cambrianedge.ai/integrations/gamma)
- [Canva integration](https://cambrianedge.ai/integrations/canva)
- [Meta Ads integration](https://cambrianedge.ai/integrations/meta-ads)
- [Apify integration](https://cambrianedge.ai/integrations/apify)
- [Our story](https://cambrianedge.ai/omnia): Why the brand is an octopus
- [Privacy policy](https://cambrianedge.ai/privacy-policy)
- [Cookie policy](https://cambrianedge.ai/cookies)
- [llms-full.txt](https://cambrianedge.ai/llms-full.txt): This file with full detail
- [Sitemap](https://cambrianedge.ai/sitemap.xml)