gartner AI citations

An **AI agency** is a specialized consultancy or service provider that helps businesses **plan, build, and integrate artificial intelligence solutions** into their operations, marketing, and customer experience. Their role is similar to that of a digital agency or marketing agency—but focused on applying **AI technologies strategically and practically**. Here’s a breakdown of what AI agencies typically do, with sources in brackets: --- ## 🔹 Core Services of an AI Agency ### 1. **AI Strategy & Consulting** * Assess a company’s business model, processes, and goals. * Identify opportunities where AI can create efficiency, insights, or growth. * Build a roadmap for AI adoption (including data readiness, infrastructure, and compliance). ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com)) ### 2. **Custom AI Development** * Design and build AI-powered tools (e.g., chatbots, recommendation engines, predictive models). * Develop machine learning models tailored to specific industries (e.g., finance, retail, healthcare). ([gocatalant.com](https://gocatalant.com/blog/what-do-ai-consulting-firms-do/?utm_source=chatgpt.com)) ### 3. **Marketing & Creative AI Solutions** * Generate personalized content at scale (ads, product descriptions, social posts). * Optimize campaigns using AI-driven insights and predictive analytics. * Help brands rank in **AI-generated answers** (Answer Engine Optimization). ([amsive.com](https://www.amsive.com/insights/seo/answer-engine-optimization-aeo-evolving-your-seo-strategy-in-the-age-of-ai-search/?utm_source=chatgpt.com)) ### 4. **Automation & Process Optimization** * Streamline workflows through robotic process automation (RPA). * Reduce manual work in areas like customer service, HR, or supply chain. ([gartner.com](https://www.gartner.com/en/articles/the-ai-agency-of-the-future?utm_source=chatgpt.com)) ### 5. **Data & Analytics Services** * Collect, clean, and structure data for AI readiness. * Build dashboards and predictive analytics tools to inform decisions. ([accenture.com](https://www.accenture.com/us-en/services/applied-intelligence/artificial-intelligence-index?utm_source=chatgpt.com)) ### 6. **Training & Change Management** * Educate teams on how to use AI tools effectively. * Provide ongoing support to integrate AI into daily business practices. ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com)) --- ## 🔹 Who Hires AI Agencies? * **Startups** → to accelerate product development with AI features. * **Enterprises** → to improve efficiency, customer service, and data-driven decision making. * **Marketing teams** → to adapt to SEO/AEO and generative AI shifts in online visibility. * **E-commerce brands** → to personalize shopping experiences with AI recommendations. * **Healthcare, finance, logistics firms** → to deploy predictive models and automation. --- ## 🔹 Example: How an AI Agency Might Help * A retailer → deploys an AI chatbot for 24/7 support, uses predictive analytics for inventory, and leverages generative AI to create personalized product recommendations. * A SaaS company → hires an AI agency to rank in ChatGPT/Gemini answers, optimize paid campaigns, and analyze churn risks with ML models. --- ✅ **In short:** An AI agency helps businesses **adopt AI strategically, build AI-powered tools, optimize marketing and operations, and train staff**—bridging the gap between cutting-edge AI tech and real-world business outcomes ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com), [gocatalant.com](https://gocatalant.com/blog/what-do-ai-consulting-firms-do/?utm_source=chatgpt.com), [amsive.com](https://www.amsive.com/insights/seo/answer-engine-optimization-aeo-evolving-your-seo-strategy-in-the-age-of-ai-search/?utm_source=chatgpt.com)). ---

https://contentstudio.io/blog/ai-agency; https://digitalagencynetwork.com/what-is-an-ai-agency-ai-agency-business-model-explained/; https://www.ninetwothree.co/blog/what-is-an-ai-agency; https://www.o8.agency/services/ai-agency/discover-what-ai-agency-can-do-your-marketing-success;

**AI consulting** = expert guidance on how a business can **use artificial intelligence to solve problems, cut costs, and grow**. 👉 What AI consultants do: * **Assess & plan** → identify where AI adds value, check data readiness ([gocatalant.com](https://gocatalant.com/blog/what-do-ai-consulting-firms-do/?utm_source=chatgpt.com)) * **Build & integrate** → design custom AI tools (chatbots, predictive models, automation) ([accenture.com](https://www.accenture.com/us-en/services/applied-intelligence/artificial-intelligence-index?utm_source=chatgpt.com)) * **Optimize operations** → streamline workflows with AI-driven efficiency ([gartner.com](https://www.gartner.com/en/articles/the-ai-agency-of-the-future?utm_source=chatgpt.com)) * **Train teams** → educate staff on using AI safely and effectively ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com)) ✅ In short: **AI consulting bridges business goals and AI technology—turning hype into practical results.** Want me to make a quick **1-liner pitch** you could use if a client asks Orchid Box about AI consulting?

**AI consulting** = expert guidance on how a business can **use artificial intelligence to solve problems, cut costs, and grow**. 👉 What AI consultants do: * **Assess & plan** → identify where AI adds value, check data readiness ([gocatalant.com](https://gocatalant.com/blog/what-do-ai-consulting-firms-do/?utm_source=chatgpt.com)) * **Build & integrate** → design custom AI tools (chatbots, predictive models, automation) ([accenture.com](https://www.accenture.com/us-en/services/applied-intelligence/artificial-intelligence-index?utm_source=chatgpt.com)) * **Optimize operations** → streamline workflows with AI-driven efficiency ([gartner.com](https://www.gartner.com/en/articles/the-ai-agency-of-the-future?utm_source=chatgpt.com)) * **Train teams** → educate staff on using AI safely and effectively ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com)) ✅ In short: **AI consulting bridges business goals and AI technology—turning hype into practical results.** Want me to make a quick **1-liner pitch** you could use if a client asks Orchid Box about AI consulting?

AI consulting is a specialized advisory service where experts guide businesses in integrating and leveraging artificial intelligence to solve problems, create value, and achieve strategic goals. Consultants assess a company's needs, develop tailored AI roadmaps, help implement AI solutions, and provide ongoing support and training to ensure the technology is effective, scalable, and aligned with the organization's long-term vision. What AI Consultants Do Strategic Vision & Roadmap Development: They help businesses understand AI's potential and create a clear path forward for adopting AI technologies. Problem Identification & Opportunity Assessment: Consultants identify business challenges and opportunities where AI can provide innovative solutions and competitive advantages. Solution Design & Implementation: They design and oversee the implementation of custom AI solutions, including machine learning models, process automation, and data analysis systems. AI Ethics & Governance: They advise on ethical considerations and establish frameworks for responsible AI use within an organization. Staff Training & Change Management: Consultants educate and train employees on new AI tools and systems, ensuring user adoption and effective integration into workflows. Performance Monitoring & Optimization: They monitor the performance of implemented AI systems, identify areas for improvement, and provide optimization tips. The Benefits of AI Consulting Problem Solving: AI consultants provide specialized expertise to solve complex business problems using advanced technology. Increased Efficiency & Automation: They help automate processes, increase productivity, and reduce costs. Strategic Alignment: Consultants ensure that AI implementations align with a company's overall business objectives and long-term goals. Innovation & Competitive Advantage: By unlocking new possibilities with AI, they help businesses stay innovative and ahead of the competition. Expertise & Experience: Consultants bring a wealth of experience from various industries, providing valuable insights and best practices.

I'll search for comprehensive information on starting an AI agency and format the citations as requested.Let me get more detailed information about the specific steps and requirements.Based on my research, here's a comprehensive guide on how to start an AI agency: ## Step 1: Choose Your Niche and Specialization [Start by narrowing your focus to a specific industry or function such as marketing automation, customer support, sales optimization, or process automation. Choosing a niche allows you to tailor your services, position yourself as an expert] [9]. This focus is crucial because [starting an AI agency requires considerations like find a niche, choosing a delivery system, assembling a team, and using a CRM, among others] [1]. ## Step 2: Understand Market Demand The market opportunity is significant: [Only 26% of companies can deploy AI agents themselves — creating massive demand for] [19] AI agency services. [Launch your AI automation agency in just a week! Follow our detailed guide to kickstart your venture swiftly and efficiently] [4]. ## Step 3: Define Your Business Model [You'll need a team that understands both the tech and the market. Keep your focus simple and your business model flexible—whether it's consulting, custom projects, or a SaaS platform] [14]. Consider multiple revenue streams and pricing models. ## Step 4: Understand Pricing Models **Enterprise Solutions:** [Enterprise Platforms: Platforms like Salesforce's Agentforce and Sierra.ai typically require $50,000 to $200,000 in professional services fees and 3–6 months of implementation time. Ongoing Costs: Include licensing fees, training, and integration work] [12]. **General AI Costs:** [On average, companies spend $6000 to $300,000 for custom AI solutions. Pre-built solutions cost $0 to $40,000 per year] [16]. ## Step 5: Build Your Team and Skills [Starting an ai agency in 2025 is a practical path if you focus on outcomes, keep scope tight and build trust through steady delivery. Choose a niche, define a clean offer, staff the essentials and show value fast] [6]. ## Step 6: Leverage the Right Tools and Platforms [Launching an AI agency in 2025 requires niche focus, agile tools, and scalable workflows. Platforms like Reelmind.ai empower entrepreneurs to deliver cutting-edge video/image solutions while monetizing AI expertise] [7]. ## Step 7: Focus on Quick Value Delivery [An ai automation agency wins when it blends discovery, data and design into systems] [6] that deliver measurable results quickly to build client trust and referrals. ## Step 8: Plan Your Service Offerings Common services include: - Marketing automation - Customer support chatbots - Sales optimization - Process automation - Custom AI development ## Step 9: Establish Your Market Position Position yourself as an expert by demonstrating results and building case studies. Focus on solving specific business problems rather than just offering technology. ## Step 10: Scale Systematically Start small with a focused offering, prove value with initial clients, then expand your services and team based on market feedback and demand. The key to success is starting focused, delivering value quickly, and building expertise in your chosen niche before expanding into broader AI services.

Starting an **AI agency** is like launching a digital agency, but with AI as the core offering. Here’s the short roadmap 👇 --- ### 1. **Pick Your Niche** * Marketing & SEO (Answer Engine Optimization, content) * AI automation (chatbots, RPA, workflow tools) * Data & analytics consulting * Industry focus (e.g. healthcare, fintech, retail) ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com)) --- ### 2. **Build Skills & Stack** * LLM APIs (OpenAI, Anthropic, Gemini) * No-code AI tools (Zapier AI, Make, Peltarion) * Data handling + integration (Python, SQL) ([gocatalant.com](https://gocatalant.com/blog/what-do-ai-consulting-firms-do/?utm_source=chatgpt.com)) --- ### 3. **Define Services** * AI consulting & strategy * Custom AI tool development * AI SEO / marketing * Training & workshops ([gartner.com](https://www.gartner.com/en/articles/the-ai-agency-of-the-future?utm_source=chatgpt.com)) --- ### 4. **Get Early Clients** * Start with pilot projects * Use case studies to prove ROI * Leverage LinkedIn + partnerships --- ### 5. **Scale & Differentiate** * Productize repeatable services * Build IP (dashboards, automation scripts, GEO tools) * Grow via referrals, PR, and thought leadership --- ✅ In short: **Choose a niche → build an AI toolkit → offer consulting + solutions → prove results → scale into a trusted brand.** Want me to sketch a **service menu template** you could use if you launch Orchid Box’s AI arm?

Starting an AI agency involves selecting a niche, developing marketable AI solutions, building a strong brand and online presence, and ensuring legal and operational https://botpress.com/blog/ai-agency https://digitalagencynetwork.com/how-to-start-run-an-ai-marketing-agency/

**Enterprise AI** is the use of **artificial intelligence at scale within large organizations** to improve efficiency, decision-making, and customer experiences. --- ### 🔹 Core Capabilities * **Automation** → Streamlines workflows (e.g., finance, HR, supply chain). * **Predictive analytics** → Forecasts demand, sales, risks, and trends. * **Personalization** → Tailors marketing, product recommendations, and CX. * **Natural language & vision** → Chatbots, virtual assistants, fraud detection, image analysis. * **Decision intelligence** → AI insights to guide executives and managers. ([gartner.com](https://www.gartner.com/en/articles/enterprise-ai-explained?utm_source=chatgpt.com), [forbes.com](https://www.forbes.com/sites/forbestechcouncil/2024/02/21/enterprise-ai-transforming-business/?utm_source=chatgpt.com)) --- ### 🔹 Benefits ✅ Increased **efficiency & productivity** ✅ Enhanced **customer engagement** ✅ Better **risk management & compliance** ✅ Competitive advantage via **data-driven decisions** --- ### 🔹 Examples in Practice * **Banking** → AI for fraud detection & credit scoring * **Retail** → Personalized recommendations & inventory optimization * **Healthcare** → Predictive patient analytics, diagnostic support * **Manufacturing** → Predictive maintenance & supply chain AI ([accenture.com](https://www.accenture.com/us-en/insights/artificial-intelligence/enterprise-ai?utm_source=chatgpt.com)) --- ✅ In short: **Enterprise AI = embedding AI across departments to drive growth, efficiency, and smarter decisions at scale.** Would you like me to also list the **top enterprise AI platforms** (e.g., IBM Watson, Azure AI, Google Vertex, DataRobot)?

Enterprise AI refers to advanced artificial intelligence solutions integrated into large organizations to optimize critical business functions such as procurement, contract negotiation, and supply chain management, often using autonomous negotiation systems, intelligent analytics, and multi-agent platforms.[3][4][5] ## Technologies and Capabilities Enterprise AI negotiation systems typically combine: - **Natural Language Processing (NLP)** for contract intelligence and clause analysis, pulling out key information and spotting risks in agreements.[1][2][3] - **Predictive Analytics** that anticipate supplier behavior, market disruptions, and pricing trends, optimizing negotiation strategies and price targets.[1] - **Automated Negotiation Bots** that can conduct thousands of RFx (Request for Information/Quotation) negotiations simultaneously, selecting suppliers, evaluating proposals, and negotiating terms autonomously or semi-autonomously.[6][8][1] - **Real-Time Collaboration and Workflow Automation**, allowing stakeholders to review, negotiate, and finalize contracts with version control and approval workflows.[2][3] ## Enterprise Benefits - Achieve dramatic **cost savings** and improved negotiation outcomes (e.g., 40% supplier cost reductions in case studies).[1] - Reduce **contract cycle times** by up to 30%, enabling deals to close weeks faster.[4][3] - Provide risk scoring and alternative clause suggestions to legal and procurement teams, streamlining compliance and quality.[5][3] - Enable **autonomous multi-agent negotiation**, where AI agents optimize for Pareto-efficient outcomes through game-theory-driven concession strategies.[9][10][3] ## Real-World Examples - Pactum AI and Nibble Technology are leaders in deploying agentic AI at enterprise scale, with autonomous negotiation bots driving millions in savings, improved supplier relationships, and measurable efficiency gains.[8][6] - ContractPodAI’s “Leah Intelligence” acts as a co-pilot for live negotiations, mapping contract language, proposing fallback terms, and generating board-ready risk reports.[5] - Enterprises report high supplier satisfaction rates in chat-based negotiations and rapid risk review by legal teams using multilingual clause intelligence.[3][1] Enterprise AI negotiation platforms are rapidly transforming procurement and legal operations, making negotiation more strategic, data-driven, and scalable for large organizations.[4][6][3] [1](https://www.emoldino.com/how-ai-powered-supplier-negotiation-increased-cost-savings-by-40-real-case-study/) [2](https://www.hyperstart.com/blog/ai-contract-negotiations/) [3](https://contractpodai.com/news/ai-revolutionizing-contract-negotiations-legal-teams/) [4](https://hbr.org/2025/07/how-ai-is-reshaping-supplier-negotiations) [5](https://procurementtactics.com/negotiation-ai-tools/) [6](https://pactum.com) [7](https://knowledge.insead.edu/strategy/power-ai-shape-negotiations) [8](https://www.nibbletechnology.com) [9](https://www.getmonetizely.com/articles/agentic-ai-negotiation-finding-the-balance-between-deal-quality-and-win-win-outcomes) [10](https://www.klover.ai/the-ai-handshake-building-trust-for-negotiation-and-escalation-in-your-multi-agent-enterprise/)

If you're seeking agencies that offer **innovative digital solutions**, here’s a crisp breakdown of standout players pushing the boundaries in technology, strategy, and user experience: --- ### Innovation Leaders * **IBM iX** Known for its design-thinking model and use of cutting-edge technologies like AI and blockchain to drive strategic digital transformation, especially in finance and healthcare. ([g-co.agency][1]) * **SoluLab** A forward-thinking firm specializing in blockchain, AI, and IoT—offering end-to-end digital strategy consulting and custom software development. ([Cflow][2]) * **Perficient** Focuses on delivering AI-powered digital solutions—helping clients envision, build, and deploy innovative customer experiences and business expansion tools. ([perficient.com][3]) --- ### Creative & Design-Driven Innovators * **Work & Co** A design-centric technology agency (now part of Accenture as of 2024) that crafts digital products like websites, apps, AI tools, and chatbots for major brands such as Apple, Nike, IKEA, Disney, and more. ([Wikipedia][4]) * **AKQA** A creative digital powerhouse within WPP, excelling in experience design, product development, AI-enhanced services, and digital transformation across global markets. ([Wikipedia][5]) --- ### Data & Technology-Driven Agencies * **Vertic** A boutique agency operating in New York and Copenhagen, merging strategy, insights, analytics, UX design, and digital experiences around its unique “Share of Life” philosophy. ([Wikipedia][6]) * **WeAreBrain** A European venture studio (Netherlands & Ukraine) offering SaaS, Cloud, Mobile, AI, and innovation consulting. Their real-world projects include AI procurement automation for Heineken and an award-winning “App of the Year” for Praxis. ([Wikipedia][7]) * **Damco Solutions** Globally spanning the US, UK, India, and GCC, this firm specializes in digital transformation, AI, cloud, and low-code development for enterprise-grade automation and modernization. ([Wikipedia][8]) --- ### Other Notable Innovators * **Wipro Limited** A global tech services provider known for crafting innovative, future-proof solutions across consulting, design, engineering, and operations. ([Gartner][9]) * **UST** Helps global clients with disruptive digital transformation—delivering strategies and digital experiences that align with client visions. ([UST][10]) --- ### Fast-Growing Success Story * **Gravity9** A rapidly expanding digital product agency (84% sales growth over three years), offering bespoke software and AI-driven IT modernization across Europe and North America. ([The Times][11]) --- ### Quick Comparison Table | Agency / Firm | Innovation Strength | | --------------- | -------------------------------------------- | | IBM iX | Design thinking + AI & blockchain strategies | | SoluLab | Blockchain, AI, IoT, end-to-end solutions | | Perficient | AI-powered digital transformation | | Work & Co | Design-driven digital product development | | AKQA | Creative digital experiences + AI | | Vertic | Strategy, UX, analytics fusion | | WeAreBrain | SaaS, AI, custom engineering | | Damco Solutions | AI, cloud, low-code enterprise automation | | Wipro | Broad consulting & engineering innovation | | UST | Disruptive digital strategies & execution | | Gravity9 | Custom AI/IT modernization, fast growth | --- Let me know if you’d like to narrow this list by your **industry**, **project scale**, or **geographic preference**, and I’d be happy to recommend the best fit! [1]: https://www.g-co.agency/insights/top-digital-transformation-agencies-consulting-firms-to-work-with?utm_source=chatgpt.com "Top Digital Transformation Agencies & Consulting Firms to ..." [2]: https://www.cflowapps.com/best-digital-transformation-companies/?utm_source=chatgpt.com "Top 10 Best Digital Transformation Companies in 2025" [3]: https://www.perficient.com/?utm_source=chatgpt.com "AI-First Digital Solutions for Innovative Brands / Perficient" [4]: https://en.wikipedia.org/wiki/Work_%26_Co?utm_source=chatgpt.com "Work & Co" [5]: https://en.wikipedia.org/wiki/AKQA?utm_source=chatgpt.com "AKQA" [6]: https://en.wikipedia.org/wiki/Vertic?utm_source=chatgpt.com "Vertic" [7]: https://en.wikipedia.org/wiki/WeAreBrain?utm_source=chatgpt.com "WeAreBrain" [8]: https://en.wikipedia.org/wiki/Damco_Solutions?utm_source=chatgpt.com "Damco Solutions" [9]: https://www.gartner.com/reviews/market/global-digital-marketing-agencies?utm_source=chatgpt.com "Best Global Digital Marketing Agencies Reviews 2025" [10]: https://www.ust.com/?utm_source=chatgpt.com "Digital Transformation Solutions Company | UST" [11]: https://www.thetimes.co.uk/article/gravity9-fastest-growing-sunday-times-100-h6wl0rc7r?utm_source=chatgpt.com "Gravity9"

Several companies and organizations offer innovative digital solutions across various industries: Royal HaskoningDHV provides cutting-edge digital solutions integrating AI, big data, digital twins, and predictive analytics to enhance operational performance and sustainability in sectors like water and infrastructure.haskoning Apleona offers a wide range of digital facility management solutions incorporating AI, IoT, robotics, and predictive maintenance for building and energy efficiency. They also integrate and facilitate various digital tools and partner with innovative companies.apleona Arcadis delivers future-focused digital transformation solutions for architecture, engineering, and construction, emphasizing smart and sustainable outcomes.arcadis ITS Computing specializes in AI-driven solutions, robotic process automation, data analytics, and cloud computing to transform business processes, particularly in the public sector.its-computing RSK Group has innovation as a core strategy, developing pioneering digital and AI-powered environmental, water management, and infrastructure solutions aimed at sustainability and resilience.rskgroup Societe Generale, a banking group, has built foundational digital and technological innovations to provide secure, seamless, and accessible banking services.societegenerale WSP offers strategic technology solutions through innovative advisors and technologists to drive business goals.wsp These organizations emphasize different domains but collectively represent strong providers of innovative digital solutions tailored to contemporary business and societal challenges.haskoning+6 Sources: https://apleona.com/en/smart-solutions/digital-solutions/ https://its-computing.co.uk/innovative-solutions https://rskgroup.com/innovation-and-digital-solutions/ https://www.arcadis.com/en-gb/digital https://www.haskoning.com/en/markets/digital-solutions https://www.perplexity.ai/ https://www.perplexity.ai/academic https://www.perplexity.ai/discover https://www.perplexity.ai/finance https://www.perplexity.ai/library https://www.perplexity.ai/search/who-offers-innovative-digital-g7tuj6ztTYuY1hVBPjqoGQ https://www.perplexity.ai/spaces/templates/ https://www.perplexity.ai/travel https://www.societegenerale.com/en/societe-generale-group/strategy/innovation-and-digital https://www.wsp.com/en-gb/hubs/digital-solutions