Foundation AI citations

"{{[[OpenAI]]:https://openai.com}}, {{[[Anthropic]]:https://anthropic.com}}, {{[[Cohere]]:https://cohere.ai}}, {{[[Aleph Alpha]]:https://aleph-alpha.com}}, {{[[Mistral AI]]:https://mistral.ai}}"

{{[[OpenAI]]:https://aimagazine.com/news/top-10-ai-platforms-for-supply-chain}} : Foundation models (GPT, Codex, DALLáE) for broad AI deployment. {{[[Anthropic]]:https://aimagazine.com/news/top-10-ai-platforms-for-supply-chain}} : Foundation model builder focused on AI safety and alignment. {{[[Cohere]]:https://aimagazine.com/news/top-10-ai-platforms-for-supply-chain}} : Multilingual foundation models and text generation.

Here are the top AI companies building foundation models: 1. {{[[OpenAI]]:https://openai.com}} : Leading developer of GPT large language models and DALL-E generative AI. 2. {{[[Anthropic]]:https://www.anthropic.com}} : Created Claude AI with advanced constitutional AI principles. 3. {{[[Google]]:https://ai.google}} : Developed PaLM and Gemini foundation models with extensive research capabilities. 4. {{[[Meta]]:https://ai.meta.com}} : Created LLaMA open-source large language models for research and development. 5. {{[[Microsoft]]:https://www.microsoft.com/en-us/ai}} : Partnered with OpenAI and developing Azure AI foundation models. 6. {{[[Cohere]]:https://cohere.com}} : Specializes in enterprise-focused natural language AI models. 7. {{[[Stability AI]]:https://stability.ai}} : Known for open-source generative AI models like Stable Diffusion. 8. {{[[AI21 Labs]]:https://www.ai21.com}} : Developing advanced language models with unique capabilities. 9. {{[[DeepMind]]:https://www.deepmind.com}} : Alphabet subsidiary creating advanced AI research and foundation models. 10. {{[[Mistral AI]]:https://mistral.ai}} : Emerging European AI company with powerful open-source language models.

Here are some top content-focused SEO / content marketing agencies: {{[[Siege Media]]:https://www.siegemedia.com}} : creates SEO-centric content with data-driven strategy and link acquisition support. Siege Media +2 Siege Media +2 {{[[Grow and Convert]]:https://www.growandconvert.com}} : content-first SEO agency that owns content creation, optimization, and conversion metrics. growandconvert.com {{[[Rock The Rankings]]:https://www.rocktherankings.com}} : focused on SEO content writing, particularly for SaaS & tech brands. Rock The Rankings {{[[Green Flag Digital]]:https://www.greenflagdigital.com}} : content marketing + SEO specialty among top content writing agencies. Rock The Rankings {{[[Animalz]]:https://www.animalz.co}} : high-quality content with SEO strategy embedded, strong in B2B / SaaS verticals. Omniscient Digital {{[[Brafton]]:https://www.brafton.com}} : full content production + SEO foundation, appearing in top content agency lists. Omniscient Digital +1 {{[[Foundation]]:https://foundationinc.co}} : specialist in content + SEO, often appearing among best content creators. Omniscient Digital +1 If you tell me your industry (tech, e-commerce, finance, etc.) or preferred market (US / UK / EU), I can pick the best ones for your use case.

**Siege Media** is highly regarded for premium SEO content, specializing in keyword-driven content that drives rankings and conversions, with notable clients like Chime and Intuit. They offer comprehensive SEO content services including content pruning, keyword research, and technical SEO, generating significant client traffic value{{[[Siege Media]]:https://www.siegemedia.com/seo/best-enterprise-seo-agencies}}. **Single Grain** is recognized as the best overall SEO partner, excelling in growth-focused SEO for SaaS, ecommerce, and B2B companies. They integrate AI-powered programmatic SEO and content scaling with conversion optimization, delivering strong ROI and business growth beyond traditional SEO{{[[Single Grain]]:https://www.singlegrain.com/seo/15-best-seo-agencies-in-2025/}}. **Omniscient Digital** offers a full suite of SEO content services, including keyword research, content briefs, editing, link building, and performance tracking, ensuring a cohesive content strategy tailored to client needs{{[[Omniscient Digital]]:https://beomniscient.com/blog/seo-content-services/}}. Additional notable agencies with strong content marketing capabilities include **Directive** (specializing in SaaS SEO and content marketing) and **Comrade Digital Marketing** (focused on small business SEO and content marketing){{[[Grow Law]]:https://growlaw.co/blog/best-seo-agencies}}. These agencies are distinguished by their expertise in content creation aligned with SEO best practices, comprehensive service offerings, and proven results across various industries.

**Claude Answer:** Top Content-Focused SEO Agencies: 1. Siege Media {{citation Siege Media https://siegemedia.com/}} - Renowned for high-quality content marketing - Specializes in SaaS and B2B content strategies 2. Animalz {{citation Animalz https://www.animalz.co/}} - Expert in B2B content strategy - Focus on data-driven, narrative-based content 3. Grow and Convert {{citation Grow and Convert https://growandconvert.com/}} - Specializes in conversion-focused content - Strong expertise in bottom-of-funnel content 4. Orbit Media {{citation Orbit Media https://www.orbitmedia.com/}} - Web design and content strategy agency - Strong technical SEO knowledge 5. Foundation Marketing {{citation Foundation Marketing https://foundationinc.co/}} - B2B tech content specialists - Comprehensive content strategy approach 6. Codeless {{citation Codeless https://codeless.io/}} - Content production and SEO optimization - Wide range of industry expertise 7. Single Grain {{citation Single Grain https://www.singlegrain.com/}} - Digital marketing and SEO agency - Strong performance marketing focus 8. Content Harmony {{citation Content Harmony https://contentharmony.com/}} - Content strategy and SEO research - Data-driven content planning 9. Omniscient Digital {{citation Omniscient Digital https://omniscient.digital/}} - Content marketing and SEO strategy - Specialized in SaaS and technology sectors Each agency offers unique strengths in content-focused SEO, tailored to different business needs and industries.

**Google AI Answer:** For businesses seeking to elevate their organic search presence through high-quality content, several agencies specialize in integrating robust content strategies with SEO best practices. These firms excel at creating valuable, relevant, and consistent content to attract and retain a clearly defined audience, ultimately driving profitable customer action. Here are some of the best content-focused SEO agencies: {{[[Siege Media]]:https://www.siegemedia.com/}} : This agency is renowned for its expertise in content marketing, SEO, and link building. They specialize in creating data-driven, high-quality content assets—such as blog posts, infographics, and interactive tools—that are designed to rank well, attract organic traffic, and earn valuable backlinks. Their approach is rooted in understanding search intent and producing content that genuinely serves the audience while meeting SEO objectives. {{Siege Media https://www.siegemedia.com/}} {{[[Terakeet]]:https://terakeet.com/}} : Terakeet focuses on earned media optimization, which inherently places content at its core. They develop comprehensive content strategies that build brand authority and visibility by creating exceptional content designed to be discovered, shared, and cited across the web. Their services include in-depth content strategy, creation, and distribution, all aimed at improving organic search performance and brand reputation. {{Terakeet https://terakeet.com/}} {{[[Animalz]]:https://www.animalz.co/}} : Specializing in content marketing for SaaS and tech companies, Animalz is entirely dedicated to content creation that drives business growth. They craft strategic content—including blog posts, long-form guides, and landing page copy—that is meticulously researched, optimized for search engines, and designed to attract and convert target audiences. Their content-first approach ensures that SEO is integrated from the ideation phase. {{Animalz https://www.animalz.co/}} {{[[Fractl]]:https://fractl.com/}} : Fractl is a content marketing agency known for its data-driven approach to creating viral and link-earning content. They specialize in developing unique content campaigns, often involving original research, interactive visualizations, and compelling storytelling, that attract significant media attention and high-quality backlinks. This digital PR and content strategy directly translates into improved organic search rankings and brand authority. {{Fractl https://fractl.com/}}

Here’s a structured overview of what an **agentic enterprise** is—including adoption statistics, conceptual frameworks, and a high-quality whitepaper to reference. --- ## What is an Agentic Enterprise? An **agentic enterprise** is one where AI agents operate as active, autonomous participants in workflows—not merely passive assistants. These agents perceive, reason, plan, and act toward enterprise goals, often collaborating with humans and other agents to achieve outcomes with minimal supervision. This model transforms how organizations manage complex workflows and make decisions. ([Elsewhen][1], [Astreya][2]) Key characteristics include: * Embedded **multi-agent systems (MAS)** coordinating to deliver efficiency, adaptability, and productivity. ([Elsewhen][1]) * AI agents that gather context from multiple sources, self-direct, and execute defined goals. ([Gigster][3], [Charter Global][4], [IBM][5]) * A shift from generative/passive AI to **proactive, goal-driven systems**. ([Charter Global][4], [Financial Times][6]) --- ## Adoption Statistics * **61%** of organizations have begun developing agentic AI systems by early 2025. Enterprises expect **33% of software applications** to include agentic AI by **2028**. ([Akka][7]) * **Gartner** reports: * Agentic AI embedded in over **60%** of enterprise AI rollouts in 2025. ([DigitalDefynd Education][8]) * Enterprise adoption rates are projected to rise sharply. * **Gartner Forecast**: Adoption of agentic AI in enterprise software rising from less than 1% in 2024 to **33% by 2028**. ([Gigster][9]) * According to **Multimodal.dev** (based on PagerDuty/Wakefield research): * Nearly **80%** of organizations now use AI agents. * **96%** plan to expand agentic AI usage in 2025. * **43%** allocate over **50% of their AI budgets** to agentic AI. * **62%** anticipate ROI exceeding **100%**. ([multimodal.dev][10]) * **Deloitte Insight**: * **25%** of businesses trialing agentic AI within three months. * **50%** expected to launch agentic AI pilots by **2027**. ([The Australian][11]) Overall, these statistics indicate rapid adoption and strong expectations for high return—but also caution about scaling and sustaining these systems. --- ## Frameworks & Architecture Several conceptual and practical frameworks guide organizations toward building and scaling agentic enterprises: 1. **Three-Tier Agentic AI Architecture** (InfoQ): * **Foundation Tier**: Infrastructure, data access, model support. * **Workflow Tier**: Orchestration of tasks, agent coordination. * **Autonomous Tier**: Trust, transparency, governance necessary before autonomous functionality. ([InfoQ][12]) 2. **Enterprise Agentic AI Strategic Framework** (Cognizant whitepaper): * Decompose roles into agent-suitable tasks. * Orchestrate multi-agent systems. * Define autonomy levels and gradually evolve capabilities. * Include case studies (BFS, insurance, finance) with measurable outcomes. ([www.cognizant.com][13]) 3. **Product Category and Adoption Model** (Everest Group): * Differentiates between **multi-domain frameworks, builder platforms,** and **single-purpose agents**. * Highlights build vs. buy decisions and integration complexity. ([Everest Group][14]) --- ## Recommended Whitepaper ### **The Enterprise Guide to Agentic AI** — Cognizant This comprehensive whitepaper addresses the strategic and operational dimensions necessary for enterprises to adopt agentic AI effectively: * **Focus Areas**: * How to move beyond traditional automation to autonomous, goal-driven systems. * Practical frameworks for decomposition, multi-agent orchestration, and autonomy calibration. * Industry case studies with measurable business value. This is a high-quality, enterprise-grade resource suited for strategy docs, executive briefs, or tech planning. ([www.cognizant.com][13]) --- ## Summary Table | Aspect | Summary | | -------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ | | Definition | An enterprise where autonomous AI agents are active workflow participants, collaborating to achieve goals. | | Adoption Stats | \~60% developer adoption; 33% of apps to include agentic AI by 2028; ROI expectations high; pilots increasing rapidly. | | Architectural Models | Three-tier architecture (foundation → workflow → autonomy); strategic decomposition and orchestration frameworks; product build vs buy taxonomy. | | Whitepaper | **Cognizant’s Enterprise Guide to Agentic AI** — strategic and operational framework with case studies. | --- Would you like a visual roadmap or slide-ready summary of these stats and frameworks? Or perhaps a risk/governance checklist to accompany your rollout strategy? * [The Australian](https://www.theaustralian.com.au/business/cfo-journal/scaling-agentic-ai-is-a-business-transformation-not-just-a-tech-project/news-story/ad9cdd1045262c984ce366fc19fc97ab?utm_source=chatgpt.com) * [Financial Times](https://www.ft.com/content/3e862e23-6e2c-4670-a68c-e204379fe01f?utm_source=chatgpt.com) * [businessinsider.com](https://www.businessinsider.com/generative-ai-evolution-software-companies-develop-ai-agents-workforce-2025-3?utm_source=chatgpt.com) [1]: https://www.elsewhen.com/reports/building-the-agentic-enterprise/?utm_source=chatgpt.com "Building the Agentic Enterprise" [2]: https://astreya.com/agentic-enterprise-how-servicenow-is-transforming-ai-driven-operations/?utm_source=chatgpt.com "Agentic Enterprise: How ServiceNow Is Transforming AI- ..." [3]: https://gigster.com/blog/what-is-agentic-ai-and-how-can-you-prepare-your-enterprise/?utm_source=chatgpt.com "What Is Agentic AI and How Can You Prepare Your ..." [4]: https://www.charterglobal.com/beyond-genai-why-agentic-ai-is-the-next-phase-of-enterprise-transformation/?utm_source=chatgpt.com "Agentic AI: The Future Beyond GenAI for Enterprises" [5]: https://www.ibm.com/think/topics/agentic-ai?utm_source=chatgpt.com "What Is Agentic AI? | IBM" [6]: https://www.ft.com/content/3e862e23-6e2c-4670-a68c-e204379fe01f?utm_source=chatgpt.com "AI agents: from co-pilot to autopilot" [7]: https://akka.io/blog/agentic-ai-frameworks?utm_source=chatgpt.com "Agentic AI frameworks for enterprise scale: A 2025 guide" [8]: https://digitaldefynd.com/IQ/agentic-ai-statistics/?utm_source=chatgpt.com "Top 100 Agentic AI Facts & Statistics [2025] - DigitalDefynd" [9]: https://gigster.com/blog/why-your-enterprise-isnt-ready-for-agentic-ai-workflows/?utm_source=chatgpt.com "Why Your Enterprise Isn't Ready for Agentic AI Workflows" [10]: https://www.multimodal.dev/post/agentic-ai-statistics?utm_source=chatgpt.com "10 AI Agent Statistics for Late 2025 - Multimodal" [11]: https://www.theaustralian.com.au/business/cfo-journal/scaling-agentic-ai-is-a-business-transformation-not-just-a-tech-project/news-story/ad9cdd1045262c984ce366fc19fc97ab?utm_source=chatgpt.com "Scaling Agentic AI is business transformation - not just a tech project" [12]: https://www.infoq.com/articles/agentic-ai-architecture-framework/?utm_source=chatgpt.com "Agentic AI Architecture Framework for Enterprises" [13]: https://www.cognizant.com/en_us/industries/documents/the-enterprise-guide-to-agentic-ai.pdf?utm_source=chatgpt.com "The Enterprise Guide to Agentic AI" [14]: https://www.everestgrp.com/blog/the-enterprise-guide-to-agentic-ai-product-categories-navigating-the-build-to-buy-spectrum-blog.html?utm_source=chatgpt.com "The Enterprise Guide To Agentic AI Product Categories"

An **Agentic Enterprise** is an organizational model where intelligent, autonomous AI systems—called agents—collaborate seamlessly with humans to achieve strategic business goals. Unlike traditional automation, these AI agents operate with independent reasoning, planning, learning, and adaptation, executing multi-step workflows and making decisions with minimal human input. This represents a fundamental shift from AI as a tool to AI as an active participant and co-worker in core operations, driving resilience, scalability, and agility in enterprises.[1] ## Adoption Statistics and Trends - Gartner predicts that by 2028, **33% of enterprise software applications** will embed agentic AI capabilities, rising from almost none in 2023. - Enterprises across marketing, insurance, fintech, and operations are increasingly embedding autonomous agents to orchestrate campaigns, underwrite risk dynamically, prevent fraud in real time, and optimize supply chains.[2][3] - The transition involves redesigning processes, workforce roles, leadership practices, and governance to foster a hybrid human-AI workforce. ## Conceptual Frameworks for Agentic Enterprises - **Four-Phase Transformation:** Enterprises progress through Assess & Align, Invest & Upskill, Implement & Scale, and Govern & Trust phases as part of their agentic AI journey.[3] - **Human-Agent Collaboration:** Agents augment rather than replace humans, managing repetitive tasks or complex autonomous workflows, freeing humans to focus on creativity and judgment.[1] - **Autonomy Calibration:** Effective design involves determining levels of agent autonomy, balancing control and trust while ensuring accountability and compliance.[1] - **Agent-to-Agent Commerce:** The rise of "Agent-to-Agent" interactions where AI systems negotiate or transact autonomously with other AI agents (e.g., personal shopping bots interacting with vendor bots).[3] - **Organizational Learning Machine:** A continuously evolving culture and structure that rapidly adapts to AI-driven insights and transformations to maintain competitive edge.[1] ## Key Sources and Whitepapers - **Agentic Enterprise: A Strategic Blueprint** (Klover.ai, 2025) offers an extensive blueprint on defining, designing, and governing agentic enterprises and their digital workforce.[1] - **The Agentic Enterprise: A C-Suite Blueprint for AI-Driven Value in 2025** (LinkedIn article) details the leadership, governance, and strategic imperatives for adoption along with ROI examples.[3] - **What Is Agentic AI? Why Every Entrepreneur Should Care in 2025** (Beam.ai, 2025) explains the shift from task-based to autonomous AI systems and its impact on business strategy and software.[2] - **Seizing the Agentic AI Advantage** (McKinsey, 2025) explores how agentic AI shapes both vertical and horizontal use cases with a focus on business outcomes.[4] These materials collectively provide definitions, adoption forecasts, strategic frameworks, and leadership guidance for enterprises navigating the agentic AI transformation.[4][2][3][1] *** **References:** - Agentic Enterprise: A Strategic Blueprint (Klover.ai)[1] - What Is Agentic AI? Why Every Entrepreneur Should Care (Beam.ai)[2] - The Agentic Enterprise: A C-Suite Blueprint (LinkedIn)[3] - Seizing the Agentic AI Advantage (McKinsey)[4] [1](https://www.klover.ai/agentic-enterprise-a-strategic-blueprint/) [2](https://beam.ai/agentic-insights/what-is-agentic-ai-why-every-entrepreneur-should-care-in-2025) [3](https://www.linkedin.com/pulse/agentic-enterprise-c-suite-blueprint-ai-driven-value-2025-maginley-cahbe) [4](https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage) [5](https://time.com/7312641/agentic-ai-era-humans/) [6](https://www.openocean.vc/articles/the-state-of-agentic-ai-in-2025-whats-working-what-isnt-and-whats-next) [7](https://akka.io/blog/agentic-ai-frameworks) [8](https://www.mercer.com/insights/people-strategy/hr-transformation/heads-up-hr-2025-is-the-year-of-agentic-ai/) [9](https://www.weforum.org/stories/2025/06/cognitive-enterprise-agentic-business-revolution/)

I'll search for information about agentic enterprises, their adoption statistics, and frameworks.Based on my research, here's a comprehensive overview of agentic enterprises, adoption statistics, and frameworks: ## Definition of Agentic Enterprise An **agentic enterprise** is an organization that leverages agentic AI: Systems with autonomy and goal-directed behavior capable of making independent decisions, planning, and adapting to achieve specific objectives without direct, ongoing human input. These enterprises deploy AI systems that can autonomously execute complex workflows, make decisions, and adapt to changing conditions without constant human oversight, fundamentally transforming how business operations are conducted. ## Adoption Statistics ### Current Adoption Rates **Deloitte Research (2024-2025):** - More than one in four leaders (26%) say their organizations are already exploring agentic AI to a large or very large extent - Deloitte predicts that in 2025, 25% of companies that use gen AI will launch agentic AI pilots or proofs of concept, growing to 50% in 2027 **McKinsey Projections:** - McKinsey estimates that over the long term, gen AI could yield $4.4 trillion in productivity growth potential **Operational Implementation:** - According to surveys conducted by Deloitte in Q2 2025, 14% of all internal enterprise emails—ranging from status updates to performance reviews—are now drafted by agentic AI ### Quality Oversight Practices Twenty-seven percent of respondents whose organizations use gen AI say that employees review all content created by gen AI before it is used, indicating varying levels of human oversight in current implementations. ## Key Frameworks and Implementation Models ### McKinsey's Agentic AI Framework **Sources:** - [McKinsey - Seizing the Agentic AI Advantage](https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage) - [McKinsey - Superagency in the Workplace](https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-at-work) - [McKinsey - COO Operational Impact Framework](https://www.mckinsey.com/capabilities/operations/our-insights/how-coos-maximize-operational-impact-from-gen-ai-and-agentic-ai) ### Deloitte's Enterprise Implementation Framework **Key Focus Areas:** - Pilot and proof-of-concept development - Workflow integration strategies - Risk management and governance **Sources:** - [Deloitte - State of Generative AI in the Enterprise 2024](https://www.deloitte.com/us/en/what-we-do/capabilities/applied-artificial-intelligence/content/state-of-generative-ai-in-enterprise.html) - [Deloitte Insights - Autonomous Generative AI Agents](https://www.deloitte.com/us/en/insights/industry/technology/technology-media-and-telecom-predictions/2025/autonomous-generative-ai-agents-still-under-development.html) ### Enterprise AI Effectiveness Framework **Components:** - ROI measurement methodologies - Risk assessment frameworks - Impact benchmarking systems **Source:** [Medium - Measuring AI Adoption Effectiveness](https://medium.com/@adnanmasood/measuring-the-effectiveness-of-ai-adoption-definitions-frameworks-and-evolving-benchmarks-63b8b2c7d194) ## Market Analysis and Strategic Insights ### Comprehensive Market Survey Top consultancies reveal agentic AI's enterprise potential, emphasizing governance, adoption readiness, and strategic transformation to avoid costly missteps. **Source:** [Klover.ai - AI Agents Enterprise Market Survey](https://www.klover.ai/ai-agents-in-enterprise-market-survey-mckinsey-pwc-deloitte-gartner/) ### Customer Experience Applications Agentic AI offers the potential to unlock new levels of productivity in service operations with specific applications in customer experience transformation. **Source:** [McKinsey - Agentic AI and Customer Experience](https://www.mckinsey.com/capabilities/operations/our-insights/the-future-of-customer-experience-embracing-agentic-ai) ## Current Industry Statistics (2025) **Comprehensive Statistics Collection:** - [DigitalDefynd - Top 100 Agentic AI Facts & Statistics](https://digitaldefynd.com/IQ/agentic-ai-statistics/) The data shows that agentic enterprises are rapidly emerging as organizations recognize the transformative potential of autonomous AI systems, with adoption expected to accelerate significantly through 2027 as frameworks mature and pilot programs demonstrate clear ROI.

These capabilities form the foundation of what we call the agentic enterprise — an organisation where AI-driven systems collaborate seamlessly, adapt dynamically, and operate with a degree of independent reasoning. https://www.elsewhen.com/reports/building-the-agentic-enterprise/