7 Top AI Consulting Companies to Consider in 2025

Discover the top AI consulting companies for your 2025 projects. Our roundup compares platforms for strategy, development, and specialized talent.

Artificial intelligence is no longer a futuristic concept; it's a critical business driver for innovation, efficiency, and competitive advantage. The path from AI ambition to tangible ROI, however, is complex. It requires deep technical expertise, strategic foresight, and the right implementation partner. Finding that partner can be the single most important decision you make for your AI initiatives.

This guide moves beyond a simple list of large-scale consultancies. Instead, we explore a diverse ecosystem of platforms where you can discover and engage with the top AI consulting companies and specialized talent. We will break down seven distinct avenues, from curated B2B directories and freelance marketplaces to elite talent networks and cloud partner ecosystems. Each platform is suited for different project scales, budgets, and strategic needs.

For businesses just starting their journey, understanding the benefits of expert AI integration consulting guidance can be a crucial first step in framing the project and its potential impact. This article serves as your tactical roadmap to navigate the sourcing process effectively.

Inside, you will find a comprehensive review of each platform, complete with screenshots, direct links, and an analysis of their strengths and ideal use cases. We will cover:

Clutch & G2: For verified reviews and data-driven company comparisons.
Upwork, Toptal, & Fiverr: For accessing a global pool of freelance AI experts and boutique agencies.
AWS & Microsoft Azure Partner Finders: For locating specialists vetted by major cloud providers.

Whether you're building a proof-of-concept, augmenting your internal team, or scaling an enterprise-wide AI transformation, this breakdown will help you identify the best resource to find your ideal partner and accelerate your success.

1. Clutch

Clutch is not a consulting firm itself, but rather a B2B ratings and reviews platform that acts as an indispensable first step in the procurement process. It functions as a comprehensive, curated directory where businesses can discover, evaluate, and shortlist the top AI consulting companies based on a wealth of verified, unbiased data. Its primary strength lies in aggregating detailed client reviews, in-depth company profiles, and project portfolios to create a transparent marketplace for professional services.

For organizations embarking on their AI journey, Clutch provides a structured and data-driven way to navigate a complex and often opaque vendor landscape. The platform allows you to filter potential partners by location (including specific US states), budget, hourly rate, and industry focus, making it simple to create a preliminary list of qualified firms that meet your specific constraints. This initial screening saves countless hours of manual research and outreach.

Key Features and How to Use Them

Clutch's platform is designed to de-risk the vendor selection process. Its most powerful feature is the collection of verified client reviews, which are often conducted via phone interviews by Clutch analysts to ensure authenticity and depth. This provides candid insights into a firm's project management style, technical expertise, and ability to deliver on promises.

Leaders Matrix: This unique visualization tool is a standout feature. It plots companies on a quadrant graph based on their "Ability to Deliver" (market presence, client experience, reviews) and "Focus" (specialization in a given service). Use this to quickly identify firms that are not only highly rated but also deeply specialized in AI consulting.
Advanced Filtering: Don't just browse the top-level list. Dive into the filters to narrow down your search. You can specify project size, hourly rates (e.g., $50-$99/hr or $300+/hr), and specific industry expertise like healthcare, finance, or e-commerce.
Portfolio and Case Studies: Move beyond the star rating. Dig into the portfolio items and case studies listed on each company’s profile. These provide tangible evidence of their work, showcasing the real-world problems they've solved and the results they've achieved for past clients.

Evaluation and Final Thoughts

Clutch's core value is in its ability to bring structure and verified social proof to the search for an AI partner. While the platform itself is free to use for buyers, remember that it's a lead-generation tool for the listed agencies. The rankings can be influenced by how actively a company participates on the platform, so it's best used as a powerful discovery and shortlisting tool rather than the sole basis for your decision. After identifying a few promising candidates on Clutch, the next step is to engage them directly for detailed proposals.

Website: https://clutch.co/consulting/ai

2. G2

Similar to Clutch, G2 is a peer-to-peer review site and software marketplace that offers a dedicated category for AI Development Services. It serves as a crucial validation tool for businesses looking to compare and select from a list of the top AI consulting companies. G2’s strength lies in its massive volume of user-generated reviews, which are rigorously vetted for authenticity, providing a ground-level view of a company's performance, strengths, and weaknesses from the perspective of actual users.

For decision-makers tasked with finding the right AI partner, G2 acts as an excellent resource for triangulating a vendor's reputation. If you have a preliminary shortlist, running those names through G2 can uncover valuable insights and potential red flags that may not be apparent from a company's own marketing materials. The platform aggregates user satisfaction scores across multiple criteria, creating a transparent and data-centric environment for vendor comparison.

Key Features and How to Use Them

G2's platform is built to facilitate direct, honest comparisons between service providers. Its most compelling feature is the structured format of its reviews, which asks users to comment on what they liked best, what they disliked, and the business problems they solved with the service. This creates a consistent data set for easier cross-vendor analysis.

Grid Reports: G2's signature feature, the Grid, plots vendors into four quadrants (Leaders, High Performers, Contenders, and Niche) based on user satisfaction and market presence. Use this visual tool to quickly identify firms that are highly regarded by their clients and have a significant footprint in the AI services market.
Side-by-Side Comparisons: Once you have a few companies in mind, use the "Compare" feature to see their ratings, features, and review highlights in a direct, side-by-side view. This makes it easy to spot differences in user satisfaction for criteria like "Quality of Support" or "Ease of Doing Business With."
Thematic Review Analysis: G2 automatically synthesizes review content to highlight common themes in what users like and dislike. Pay close attention to these sections on a company’s profile to get a quick summary of their perceived pros and cons without having to read every single review. Filters also allow you to sort by service types, such as AI strategy or generative AI.

Evaluation and Final Thoughts

G2’s primary value is in providing a standardized, user-driven validation layer to your vendor research process. Its broad coverage means you can find reviews for both large-scale development firms and specialized AI consultancies. However, it's important to note that many listed providers have a stronger focus on development and implementation rather than high-level strategic advisory. You must confirm the depth of a firm's consulting capabilities during your own discovery calls. Additionally, pricing information is often not disclosed on profiles, so the platform is best used for quality and reputation assessment rather than budget planning.

Website: https://www.g2.com/categories/ai-development-services

3. Upwork

Upwork is a global freelance marketplace that offers a direct-sourcing model for finding AI talent, diverging from the traditional full-service agency approach. It enables businesses to connect with and hire individual AI engineers, data scientists, and specialized consultants for everything from high-level strategy and proof-of-concept (POC) projects to hands-on development and delivery. This platform is ideal for companies that need flexible, on-demand expertise and prefer to manage their talent directly.

Instead of engaging a single firm, Upwork allows you to build a custom, distributed team or hire a single expert for a specific task. You can find talent for hourly or fixed-price contracts, making it a highly adaptable solution for both short-term pilots and longer-term engagements. This direct access to a vast pool of top AI consulting companies and individual experts provides unparalleled speed and cost-effectiveness, especially for well-defined project scopes.

Key Features and How to Use Them

Upwork's strength lies in its robust filtering, talent management, and payment protection systems, which bring structure to the freelance hiring process. The platform provides tools to vet, hire, and collaborate with professionals from around the world, reducing the friction typically associated with contract work.

Robust Search and Filtering: Use the powerful search filters to zero in on the right talent. You can filter by specific AI skills (e.g., NLP, Computer Vision, MLOps), Job Success Score, hourly rate, location (including US-only), and total earnings on the platform. This helps you quickly create a shortlist of highly qualified and experienced candidates.
Built-in Payment Protection: Upwork’s escrow system is a key feature for de-risking engagements. For fixed-price projects, you fund milestones that are only released to the freelancer upon your approval of the submitted work. This ensures you only pay for outcomes that meet your standards.
Talent Scout and Enterprise Suite: For larger organizations or those needing more support, Upwork offers premium services. Talent Scout provides recruiting assistance to help you find and vet top-tier professionals, while the Enterprise suite offers compliance, consolidated billing, and dedicated account management for scaling your freelance program.

Evaluation and Final Thoughts

Upwork provides an excellent alternative for companies that have strong internal project management but need to augment their teams with specialized AI skills. It offers incredible flexibility and access to a massive talent pool across a wide range of budgets. The key to success on Upwork is taking a hands-on approach to vetting; be prepared to conduct interviews and potentially assign small, paid test projects to validate a freelancer's capabilities before committing to a larger project. While it requires more management effort than a full-service consultancy, the potential for speed and cost savings is significant, particularly for prototyping and targeted AI implementations.

Website: https://www.upwork.com/hire/artificial-intelligence-engineers/

4. Toptal

Toptal operates as a highly curated talent network, connecting businesses with the world’s top freelance AI engineers, machine learning experts, and data scientists. Unlike open marketplaces, Toptal distinguishes itself with a rigorous, multi-stage screening process that reportedly accepts only the top 3% of applicants. This intense vetting ensures that companies gain access to elite talent capable of tackling complex AI challenges, from strategic roadmapping to full-scale model deployment.

For organizations that need to quickly onboard high-caliber technical expertise without the lengthy recruitment cycles, Toptal provides a streamlined solution. It offers a white-glove matching service where dedicated experts work to understand your project requirements and hand-pick the ideal consultant or team within days. This model effectively bridges the gap between traditional consulting firms and direct hiring, offering flexibility and unparalleled talent quality for critical AI initiatives.

Key Features and How to Use Them

Toptal’s platform is built around speed, quality, and risk reduction, making it a powerful resource for sourcing top AI consulting companies and individual experts. The core value lies in its pre-vetted talent pool, which dramatically reduces the time and effort spent on technical screening and validation. This is a significant advantage in the competitive AI landscape.

Rigorous Vetting Process: Toptal's five-step screening includes language and personality checks, timed algorithm tests, technical interviews with domain experts, and test projects. Trust this process to filter for not only technical skill but also professionalism and communication, ensuring you engage with reliable consultants.
Rapid Matching Service: Leverage Toptal's internal team of matchers. Be as specific as possible in your project brief, detailing the technical stack, project goals, and required soft skills. Their experts typically present a shortlist of qualified, available candidates within 48 hours.
Flexible Engagement Models: The platform supports everything from hourly contracts for specific tasks to full-time engagements for long-term projects. You can assemble a complete, managed project team or augment your existing one. This approach is central to the value of a staff augmentation company, providing talent on demand.
No-Risk Trial Period: This is a key differentiator. Toptal allows you to work with a consultant for a trial period (typically up to two weeks). If you are not completely satisfied, you won't be charged, significantly de-risking the financial commitment of hiring a new expert.

Evaluation and Final Thoughts

Toptal excels at providing high-signal talent with minimal friction. Its premium positioning is justified by the quality of its network and the efficiency of its matching process. While it may have a smaller talent pool and higher price point compared to mass marketplaces like Upwork, the caliber of consultants is consistently higher, saving significant time in the discovery and vetting phases.

The platform is best suited for companies that have well-defined AI project needs and prioritize technical excellence and speed. After the initial match, you work directly with the consultant, so it’s crucial to have clear project management practices in place. Toptal is an exceptional choice for quickly securing proven AI expertise for high-stakes projects.

Website: https://www.toptal.com/services/machine-learning-consulting

5. Fiverr

Fiverr offers a fundamentally different approach to sourcing AI expertise, operating as a global marketplace where individual freelancers and small agencies package their services into productized "gigs." Instead of engaging in a lengthy proposal process, businesses can purchase pre-scoped AI consulting sessions, model development tasks, or chatbot builds with upfront pricing and defined timelines. This model is ideal for companies looking to start small, test ideas, or secure quick wins on a limited budget.

The platform excels at connecting businesses with a diverse pool of AI talent for specific, well-defined tasks. Whether you need a one-hour strategy session with an expert to validate an idea, a developer to fine-tune a language model on your data, or an engineer to build a proof-of-concept AI application, Fiverr provides a transactional and efficient way to get it done. It democratizes access to top AI consulting companies and individual specialists who might otherwise be inaccessible.

Key Features and How to Use Them

Fiverr’s strength lies in its simplicity and the clarity it brings to the buying process. The platform is designed to minimize friction and get projects started quickly by transforming complex services into easily comparable, fixed-price packages.

Fixed-Price "Gigs": The core of the Fiverr experience. Sellers outline exactly what you get for a set price, often in tiered packages (Basic, Standard, Premium). Use this to de-risk your investment. For example, you can buy a basic gig for a simple AI model consultation before committing to a larger project for a full custom build.
Targeted Category Pages: Don't just search broadly for "AI." Utilize specific category pages like "AI Consulting" and "AI Experts." These pages aggregate relevant sellers and provide useful filters for budget, delivery time, and seller level (e.g., Top Rated Seller), helping you quickly find qualified professionals.
Transparent Reviews and Portfolios: Like other marketplaces, social proof is crucial. Scrutinize a seller's star rating, read detailed reviews from past buyers, and carefully examine their portfolio. This is your primary mechanism for vetting the quality and reliability of a consultant before making a purchase.

Evaluation and Final Thoughts

Fiverr is an excellent entry point into the world of AI consulting, particularly for startups, small businesses, or larger organizations needing to execute tactical, well-scoped projects quickly. Its transparent, package-based pricing eliminates budget uncertainty and allows for rapid experimentation. The sheer volume of talent means you can often find niche experts for highly specific tasks that larger firms might not prioritize.

However, its project-based nature makes it less suitable for complex, long-term enterprise AI transformations that require deep strategic alignment and ongoing program management. Diligence is key; the quality of talent varies widely, so thorough vetting of seller profiles and reviews is non-negotiable. Use Fiverr for its strengths: achieving quick, cost-effective results on clearly defined AI tasks.

Website: https://www.fiverr.com/hire/artificial-intelligence

6. AWS Partner Solutions Finder

For organizations deeply integrated into the Amazon Web Services ecosystem, the AWS Partner Solutions Finder is less of a general directory and more of a strategic starting point. It is the official AWS portal for locating vetted consulting partners who have demonstrated technical proficiency and proven success in delivering AWS-native solutions. Its core value is in providing a pre-qualified list of firms that meet Amazon's rigorous standards, significantly de-risking the selection process for projects built on services like Amazon Bedrock, SageMaker, and Amazon Q.

This platform is ideal when your technology stack is already on AWS and you need a partner validated against specific architectural and delivery standards. Instead of searching a broad market, you are tapping into a curated network of companies that AWS has designated with specific competencies, such as the "Generative AI Competency." This ensures that any potential partner not only understands AI but understands how to implement it optimally within the AWS cloud environment, a crucial factor for performance, security, and cost-efficiency.

Key Features and How to Use Them

The AWS Partner Solutions Finder is designed to connect customers with the most relevant and capable partners for their specific needs. The platform’s strength lies in the AWS Competency Program, which acts as a technical validation that partners have the expertise and experience to deliver results in specialized areas like Generative AI. This is a powerful signal of quality that goes beyond client reviews.

Competency-Based Search: Start your search by focusing on partners holding the "Generative AI Competency" or "Machine Learning Competency." This immediately narrows the field to firms that AWS has certified for their advanced skills and successful customer deployments in these domains.
Filter by Use Case and Industry: Use the robust filtering system to find partners who have experience with your specific objectives. You can filter by use cases like "AI/ML," industries such as "Financial Services" or "Healthcare," and even specific AWS services like Amazon SageMaker.
Case Studies and Partner Profiles: Go beyond the competency badge and review the detailed partner profiles. These pages often include customer case studies, solution briefs, and direct links to the partner's offerings, providing concrete evidence of their capabilities and helping you understand how to implement AI in business with their help.

Evaluation and Final Thoughts

The primary advantage of using the AWS Partner Solutions Finder is the inherent technical assurance. You are selecting from a pool of partners that have been technically vetted by AWS, which eases security, compliance, and integration conversations. This makes it one of the top AI consulting companies directories for any business committed to the AWS cloud. However, it's important to recognize that these partners are often large, enterprise-grade systems integrators, which may come with enterprise-level pricing.

While the directory provides the partners, pricing is not standardized and is quoted on a per-engagement basis. Always perform due diligence to verify that a large systems integrator has a truly dedicated and deep AI practice, not just a broad capability. Use this platform to create a shortlist of technically sound partners, then engage them directly to evaluate their specific AI expertise and cultural fit for your project.

Website: https://aws.amazon.com/ai/generative-ai/partners/

7. Microsoft Azure Partner Directory

For organizations deeply integrated into the Microsoft ecosystem, the Azure Partner Directory is not just a list, but a critical resource for finding validated expertise. This platform is Microsoft’s official hub for locating partners with proven capabilities, especially in high-stakes areas like AI, data, and analytics. It's the most direct path for enterprises to find top AI consulting companies that have demonstrated advanced skills with Azure-native tools, including Azure OpenAI Service, Fabric, Synapse, and the growing suite of Copilot solutions.

The directory's primary value lies in its verification system. Unlike open marketplaces, partners listed here often carry "Advanced Specialization" badges or "Solutions Partner" designations. These aren't just marketing labels; they represent successful third-party audits and a track record of customer success, significantly de-risking the partner selection process for complex AI projects built on the Azure cloud.

Key Features and How to Use Them

The Azure Partner Directory is designed to connect you with technically vetted firms, minimizing the time spent on initial screening. Its strength is in providing clear signals of a partner’s specific technical prowess within the vast Azure landscape.

Filter by Specialization: The most powerful feature is the ability to filter partners by their verified competencies. When looking for AI talent, focus on designations like "AI and Machine Learning on Microsoft Azure," "Analytics on Microsoft Azure," or the newer "Build and Modernize AI Apps" specialization. This ensures you’re only evaluating firms that Microsoft has recognized for their expertise.
Solutions Partner Designations: Look for the "Solutions Partner for Data & AI (Azure)" badge. This is a broad but crucial indicator that the partner has met Microsoft’s stringent requirements for performance, skilling, and customer success in data and AI workloads.
Explore Azure Marketplace Links: Many partner profiles link directly to their pre-built solutions or service offerings on the Azure Marketplace. This allows you to see tangible, deployable solutions they've created, which can be a faster way to implement a specific AI function than starting a custom project from scratch.

Evaluation and Final Thoughts

The Azure Partner Directory is the definitive starting point for any enterprise standardized on Microsoft technology. It eliminates guesswork by providing clear, validated signals of a consulting firm’s ability to deliver on the Azure platform. The access to partners with deep, audited experience in Azure OpenAI and Fabric is particularly valuable, as these are highly specialized and in-demand skills.

However, be aware that many listed partners are large system integrators (SIs) or established Microsoft Gold Partners, which often come with premium rates. Pricing is almost always quote-based and requires direct engagement. While the directory provides immense credibility, it should be used for initial discovery and validation, followed by your own rigorous technical due diligence and proposal evaluation process.

Website: https://azure.microsoft.com/en-us/partners/

Top 7 AI Consulting Platforms Comparison

Item	🔄 Implementation complexity	⚡ Resource requirements	⭐ Expected outcomes	📊 Ideal use cases	💡 Key advantages
Clutch	Low–Medium — browse filters & leaders matrix	Moderate — time to evaluate profiles and request quotes	⭐⭐ — good vendor-fit signals from verified reviews & case studies	Shortlisting full‑service consultancies and regional/US vendors	Verified reviews, leader matrices, rich case details
G2	Low — side‑by‑side comparisons and structured reviews	Low–Moderate — reading reviews and ratings	⭐⭐ — reliable reputation triangulation and validation	Validating shortlists across multiple firms and comparing features	Consistent review format, comparison tools, broad coverage
Upwork	Medium — requires vetting and active management	Variable — supports low to mid budgets; client-side management time	⭐⭐ — fast sourcing for pilots/POCs; quality varies	Short pilots, POCs, and hiring specialized AI roles	Large talent pool, escrow/milestones, flexible contracts
Toptal	Low–Medium — white‑glove matching reduces search effort	High — premium rates; smaller but vetted supply	⭐⭐⭐ — high-quality talent with reduced hiring risk (trial)	High‑stakes projects needing vetted experts or managed teams	Rigorous vetting, no‑risk trial, optional managed delivery
Fiverr	Low — buy fixed‑scope gigs with clear deliverables	Low — small budgets for scoped tasks	⭐ — good for quick, well‑scoped tasks; not for complex programs	Small scoped tasks: model tuning, chatbot builds, single deliverables	Transparent package pricing, fast delivery cycles
AWS Partner Solutions Finder	Medium — partner selection tied to AWS architecture	High — enterprise pricing; best when on AWS stack	⭐⭐⭐ — strong technical validation and reduced cloud risk	AWS‑native deployments (SageMaker, Bedrock, Amazon Q)	AWS‑validated partners, easier security/compliance conversations
Microsoft Azure Partner Directory	Medium — requires Azure‑specific vetting & due diligence	High — enterprise pricing; best for Azure environments	⭐⭐⭐ — strong fit for Azure‑native solutions and integrations	Azure deployments (OpenAI, Fabric, Synapse, Copilot scenarios)	Advanced specialization badges, Solutions Partner designations

Choosing Your Model: Consultancy vs. Specialized Talent Sourcing

Navigating the landscape of AI implementation partners is a critical step in transforming your business. As we've explored, the path to finding the right support is not a one-size-fits-all journey. Your choice depends entirely on your project's scope, budget, timeline, and the level of integration you require. The platforms and directories detailed in this guide, from broad review sites like Clutch and G2 to specialized cloud ecosystems like the AWS and Azure partner finders, offer a powerful starting point for discovering potential partners.

These tools excel at connecting you with established firms and individual freelancers. They provide the social proof, project histories, and service catalogs necessary to build a shortlist of potential vendors. However, the traditional procurement process associated with many of the top AI consulting companies can be slow and expensive, often better suited for massive, enterprise-wide transformations. On the other end, freelance marketplaces may lack the strategic oversight needed for complex, evolving AI initiatives.

Recapping Your Options: A Strategic Framework

Before making a final decision, it's crucial to map your specific needs against the strengths of each platform type. This self-assessment is the most important step in your selection process.

For Broad Discovery and Vetting: If you are in the early stages and need to understand the market, use Clutch and G2. They are invaluable for comparing full-service consulting firms based on verified client reviews and detailed service profiles.
For Tech Stack-Specific Integration: If your organization is heavily invested in a particular cloud ecosystem, start with the AWS Partner Solutions Finder or Microsoft Azure Partner Directory. This ensures technical alignment and access to certified experts who know your existing infrastructure inside and out.
For Short-Term, Defined Tasks: When you have a specific, well-scoped project like data labeling or building a single predictive model, marketplaces like Upwork and Fiverr offer speed, flexibility, and cost-effectiveness.

The Emerging Alternative: Embedded Expertise

Many modern AI projects don't fit neatly into the boxes of "massive consulting engagement" or "small freelance task." You might need a senior ML strategist to guide your roadmap for six months, or a team of computer vision engineers to augment your in-house staff for a critical product launch. This is where the traditional model can fall short, forcing you to choose between the high overhead of a large firm and the administrative burden of managing multiple freelancers.

This gap has given rise to a more agile and efficient model: specialized talent sourcing. Instead of purchasing a pre-packaged consulting service, you are directly acquiring the precise expertise required for your project. Platforms focusing on this model pre-vet elite talent, allowing you to bypass the lengthy and uncertain hiring process. This approach offers a powerful hybrid advantage. You gain the strategic, high-caliber skill set you'd expect from one of the top AI consulting companies but with the flexibility and direct integration of an in-house team member.

Ultimately, your goal is not just to find a vendor; it's to build the capability to execute your AI vision successfully. Whether that means hiring a full-service firm, leveraging a cloud partner, or strategically embedding elite talent, the right choice is the one that directly accelerates your path to tangible business outcomes. Define your needs with precision, and you will find the partner-or the professional-who can turn your AI aspirations into reality.

Ready to bypass the lengthy sales cycles of traditional consultants and connect directly with the world's top AI talent? DataTeams offers access to the top 1% of pre-vetted AI professionals, from strategists to ML engineers, ready to integrate with your team. Build your AI dream team today by exploring our elite talent network at DataTeams.

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7 Top AI Consulting Companies to Consider in 2025

1. Clutch

Key Features and How to Use Them

Evaluation and Final Thoughts

2. G2

Key Features and How to Use Them

Evaluation and Final Thoughts

3. Upwork

Key Features and How to Use Them

Evaluation and Final Thoughts

4. Toptal

Key Features and How to Use Them

Evaluation and Final Thoughts

5. Fiverr

Key Features and How to Use Them

Evaluation and Final Thoughts

6. AWS Partner Solutions Finder

Key Features and How to Use Them

Evaluation and Final Thoughts

7. Microsoft Azure Partner Directory

Key Features and How to Use Them

Evaluation and Final Thoughts

Top 7 AI Consulting Platforms Comparison

Choosing Your Model: Consultancy vs. Specialized Talent Sourcing

Recapping Your Options: A Strategic Framework

The Emerging Alternative: Embedded Expertise

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