Best Business Intelligence Service Providers
Whether you need to stand up a modern data stack, build dashboards executives actually use, or develop predictive models, the right data analytics company can compress months of internal work and bring tooling expertise that is expensive to hire for directly. The strongest big data analytics companies pair data engineering with business judgment to turn scattered data into decisions.
Clutch helps you compare business intelligence consulting and data analytics consulting services through verified client reviews, service breakdowns, and real project data. Filter by industry, budget, and the specific tools you run, then explore related directories: data visualization companies, U.S. data analytics companies, and AI development companies.
15 Leaders 15 Contenders
10,055 Companies
Best Big Data Companies & Data Analytics Consultants
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Featured
What are Featured Providers?
$1,000+$50 - $99 / hr250 - 999Sofia, BulgariaServices provided
10% BI & Big Data Consulting & SI30% AI Development15% Custom Software Development +5 services10% AI Agents10% Cloud Consulting & SI10% Digital Engineering10% Enterprise App Modernization5% AI ConsultingSee all 39 projectsScalefocus is a technology solutions company that specializes in software development, digital transformation, and system integration. Overall feedback is overwhelmingly positive, with clients praising their technical expertise, agile project management, and ability to integrate as part of internal teams. Approximately 90% of reviews highlight Scalefocus's strong engineering capabilities and seamless collaboration, while 80% note their commitment to understanding client needs and delivering tailored solutions that enhance operational efficiency and scalability.
Reviews mention Autonomous
Clients have praised ScaleFocus for their autonomous approach to project management, highlighting their ability to independently address challenges and deliver results. One client noted, 'ScaleFocus took this initiative very seriously and completed everything in an autonomous way,' reflecting their effective communication and commitment. The team's proactive nature allowed the client to focus on core business goals while ScaleFocus managed the web portal development seamlessly, fostering a sustainable partnership.-
Web Development & SEO for Soccer Betting Portal
5.0 Feb 27, 2018The most impressive thing was their attitude towards our project and us. ScaleFocus took this initiative very seriously and completed everything in an autonomous way. Their entire development process was synced with our operations.
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1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Scalefocus has received positive feedback for its effective modernization of a pharmaceutical retail POS system, resulting in zero unplanned downtime and reduced maintenance costs. Clients appreciate Scalefocus's strong engineering expertise, Agile project management, and ability to adapt to evolving business needs. The team has integrated well with internal stakeholders, ensuring consistent delivery and transparency. Overall, the sentiment is highly favorable, with clients noting Scalefocus as a reliable long-term partner in managing complex technical environments.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with Scalefocus's cost-effectiveness and value for money. For instance, one CTO noted that Scalefocus provided 'good value for cost' and aligned with their budget. Another client emphasized that Scalefocus's services exceeded expectations, leading to significant operational improvements without excessive costs. Overall, the sentiment reflects a strong appreciation for the balance between quality and pricing, with many clients indicating that Scalefocus has become a trusted partner due to their reasonable rates and high-quality deliverables.Was this helpful?
More responsive than most other service providers
Get in TouchScalefocus is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
15% BI & Big Data Consulting & SI20% Custom Software Development15% AI Development +4 services15% Cloud Consulting & SI15% Enterprise App Modernization10% UX/UI Design10% Web DevelopmentSee all 23 projectsReenbit is a company specializing in BI and Big Data Consulting & SI services, offering expertise in Business Intelligence Consulting and Systems Integration Services. The overall feedback is positive, highlighting their professionalism and effective communication, with 100% of reviewers noting their satisfaction with these aspects. While there were occasional minor delays, clients were generally pleased with the outcomes.
3 of 3 reviews are 5 stars$50,000 – $199,999 avg. project costRead 3 Recent ReviewsReviewed 3 times in the past 6 months
Reenbit has received overwhelmingly positive feedback from clients over the past six months. Clients praised Reenbit for their technical expertise, efficient project management, and ability to understand complex requirements. One client noted their project was a 'resounding success' with 100% customer satisfaction, while another highlighted Reenbit's timely deliverables and professional planning. Overall, clients expressed confidence in Reenbit's capabilities, with no significant areas for improvement identified.Was this helpful?
1 of 1 BI & Big Data Consulting & SI reviews are 5 stars1 new review for BI & Big Data Consulting & SI in past 6 months$200,000 – $999,999 avg. project costRead 1 ReviewBI & Big Data Consulting & SI PROJECT HIGHLIGHT
Business Intelligence Services for E-Commerce Company
5.0 — Reenbit provides business intelligence services for an e-commerce company. The team is helping the client with Google Cloud Platform (GCP) support. Read moreWas this helpful?
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$5,000+$200 - $300 / hr10 - 49Los Angeles, CAServices provided
10% BI & Big Data Consulting & SI40% Market Research20% Digital Strategy +2 services20% Social Media Marketing10% AdvertisingSee all 8 projectsB3 Media Solutions Inc. is a Business Intelligence and Big Data Consulting firm with expertise in delivering comprehensive healthcare research and strategic insights. Their reviews highlight punctuality and strong local market knowledge, with 100% of feedback noting timely project delivery and effective partnership in enhancing client outcomes.
Reviews mention Honest
Clients have praised B3 Media Solutions Inc. for their honesty and transparency in business dealings. One client noted that during budget cuts, the team was willing to adjust their contract to maintain the partnership, demonstrating a commitment to the relationship over profit. The client emphasized that Thomas, a co-founder, is exceptionally open and honest, encouraging clear communication to tailor services to specific needs. Overall, the sentiment regarding honesty is highly positive, with clients feeling valued and respected.-
Social Listening & Audience Reports for Ticketing Platform
5.0 Jul 14, 2020Be open and talk with them. Thomas handles the business side, and he’s an open and honest person. They will tailor whatever you need, even if it’s not on the menu. If you’re thinking of working with them, let them know what you need exactly. Communication is key with them.
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2 of 2 reviews are 5 stars$50,000 – $199,999 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
B3 Media Solutions Inc. has received positive feedback in recent reviews, highlighting their strategic approach to improving brand visibility and competitive positioning. Clients noted significant measurable outcomes, such as increased lead rates and enhanced customer acquisition strategies. The company's communication is described as professional and organized, with tailored recommendations supported by data. While one client suggested a more focused initial analysis, overall sentiment remains strong, emphasizing B3 Media Solutions Inc.'s commitment to delivering actionable insights and solutions.Was this helpful?
1 of 1 BI & Big Data Consulting & SI reviews are 5 stars1 new review for BI & Big Data Consulting & SI in past 6 months$50,000 – $199,999 avg. project costRead 1 ReviewBI & Big Data Consulting & SI PROJECT HIGHLIGHT
In-Person Focus Group for Managed Care Health Plan Provider
5.0 — B3 Media Solutions Inc. conducted in-person focus groups for a managed care health plan provider. They provided a comprehensive analysis of the data and offered strategic recommendations based on Read moreWas this helpful?
Industry Experience
B3 Media Solutions Inc. has received positive feedback across multiple industries, demonstrating expertise primarily in Arts, Entertainment & Music, Food & Beverage, and Healthcare. Clients praised their strategic approach to brand visibility and audience understanding, leading to measurable improvements in engagement and customer acquisition. Their strengths include in-depth analysis, personalized solutions, and responsiveness, making them a strong fit for businesses seeking to enhance their marketing strategies and competitive positioning.
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Arts, entertainment & music Healthcare Advertising & marketing Other industries Food & BeverageWas this helpful?
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UndisclosedUndisclosedFreelancerToronto, Canada
Services provided
10% BI & Big Data Consulting & SI20% AI Development20% Content Writing Services +4 services20% E-Commerce Development10% Content Marketing10% Pay Per Click10% Print DesignE-commerce development firm Data Analytics Solutions is in Toronto, Canada. They focus on E-Commerce Development and Artificial Intelligence.
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UndisclosedUndisclosedFreelancer
Services provided
10% BI & Big Data Consulting & SI10% Business Consulting10% Conversion Optimization +9 services10% Corporate Training & Coaching10% Digital Strategy10% E-Commerce Development10% Marketing Strategy10% Social Media Marketing5% Email Marketing5% Pay Per Click5% Search Engine Optimization5% UX/UI DesignMarketing Strategy company Contrivance Partners is in Boston, Massachusetts. They focus on Marketing Strategy and Digital Strategy.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr250 - 999Rzeszów, PolandServices provided
35% BI & Big Data Consulting & SI30% AI Development15% Custom Software Development +2 services10% Business Consulting10% IoT DevelopmentSee all 45 projectsEdvantis is a distinguished company specializing in BI and Big Data Consulting & SI services. Their reviews highlight a strong commitment to Business Intelligence & Systems Integration, with a remarkable emphasis on effective communication and timely project completion. Approximately 80% of the feedback underscores their eagerness to assist and adapt to project needs, although occasional inconsistencies in team member quality were noted but swiftly addressed.
Reviews mention Proactive
Edvantis has consistently received positive feedback regarding their proactive approach across multiple projects. Clients highlighted their ability to swiftly adapt to changing requirements and provide timely communication. For instance, one client noted Edvantis' proactive communication and responsiveness to evolving needs, while another praised their deep understanding of the client's platform, which enabled them to suggest valuable improvements. Overall, the sentiment reflects a strong appreciation for Edvantis’ initiative and collaboration, enhancing the effectiveness of project outcomes.-
Custom Software Development & Testing for Software Company
5.0 Aug 6, 2024Edvantis is adept at managing deadlines and proactive in communicating any concerns, including potential delays, well in advance. Their ability to adhere to project timelines has greatly contributed to our ability to meet our own deadlines and business objectives.
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Level-2 IT & Backlog Support for SaaS Company
5.0 Feb 13, 2024Project Management was very proactive in making sure we were all on the same page, they would provide multiple options that we could discuss and determine which would work best. Initial goals were hit ahead of time, and communication continues to be strong to this day.
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Discovery for Automated Storage & Retrieval Systems Company
4.0 Jan 15, 2021They were very proactive in the workshops and asked the right questions. They understood our problems and reacted to them. The team was very engaged in the discussions.
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Development for eCommerce Platform
5.0 Apr 28, 2020They want their leaders to be entrenched in our business. They never hesitated to send their team to our offices to make sure the integration project went smoothly. They were very proactive on that front. Even post-integration, they were very engaged.
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Performance Testing for IT Company
5.0 Jan 21, 2025What truly distinguished their approach was their proactive communication and remarkable responsiveness to our evolving business needs. Whenever we introduced new requirements or requested modifications, they quickly adapted their strategy, providing clear timelines and transparent updates. Their agile methodology allowed for seamless integration of our feedback, ensuring that the final deliverable not only met but substantially surpassed our original objectives.
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2 of 2 reviews are 5 starsUnknown avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Edvantis has received positive feedback in the last six months, highlighted by their effective project management and technical expertise. Clients noted significant improvements in user experience and system performance, with one CEO praising Edvantis for their reliability and adherence to deadlines. Another client emphasized Edvantis' proactive approach, which included understanding their platform's needs and enhancing functionality. Overall, clients expressed satisfaction with Edvantis' collaborative nature and the tangible results achieved without any areas for improvement noted.Was this helpful?
1 of 1 BI & Big Data Consulting & SI reviews are 5 starsUnknown avg. project costRead 1 ReviewBI & Big Data Consulting & SI PROJECT HIGHLIGHT
Website Data Mgmt & Mapping for Employment Website
5.0 — Edvantis helps an employment website index and maintain job offers on their site. The team has also mapped feeds using regular expressions to collect data and remapping said data to make it Read moreWas this helpful?
Industry Experience
Edvantis has demonstrated strong expertise across various industries, including Retail, Information Technology, Education, and Financial Services. Clients commend their technical proficiency, timely project delivery, and effective communication. In Retail, they enhanced user experiences and search visibility. In IT, they improved platform performance and reliability. In Education, they developed mobile and web applications, while in Financial Services, they bolstered QA processes. Overall, Edvantis is well-suited for clients seeking development solutions in e-commerce, software, and digital transformation projects.
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Consulting Information technology Media Other Industry Research Healthcare Business services Automotive Consumer Products Energy & natural resources Financial services Engineering IT Services Education Other industries Real estate Manufacturing Hospitality & leisure Software RetailWas this helpful?
$1,000+$100 - $149 / hr2 - 9Vancouver, CanadaServices provided
40% AI Development40% Custom Software Development10% API Development +1 service10% Cloud Consulting & SISee all 24 projectsdeltAlyz Corp. is a specialized provider of Business Intelligence Consulting and Big Data Solutions, focusing on integrating systems, developing analytics, and creating data warehouses. Reviews reveal that 100% of clients appreciate their technical expertise and project management, often highlighting the team's responsiveness and ability to deliver projects on time and within budget. Their aptitude for blending technical and analytical skills to meet client needs is frequently noted.
Reviews mention Knowledgeable
deltAlyz Corp. has received consistently positive feedback regarding their extensive knowledge and expertise in various systems and technologies. Clients have praised their ability to customize solutions, as evidenced by one review highlighting the company's strong knowledge of development that facilitated the creation of a tailored system. Additionally, another client noted the thoroughness of their instructor during training sessions, demonstrating the company's capability to convey complex information effectively. Overall, the sentiment reflects a high level of satisfaction with deltAlyz Corp.'s knowledgeable approach.-
Microsoft Power BI Consulting for Government Entity
5.0 Oct 17, 2023Knowledge and expertise of the system, able to modify and customize the reporting and dashboards to our specific needs and requirements.
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Custom Software Development for Healthcare Platform
4.0 Nov 16, 2022They had a strong knowledge of development, which enabled them to build the system we were interested in with our customization needs. Moreover, deltAlyz Corp. had an experienced team that trained our staff to use the software.
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Power BI Training for Transportation Organization
4.5 Sep 27, 2021If I would hire them again, their instructor would be perfect because he had high-level knowledge.
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Mobile App Development for Digital Support Platform
5.0 Oct 16, 2026Very effective communication and responsiveness, excellent technical knowledge and high willingness to co-solve problems. Kept within timeframes. They were very easy to relate to, communicate with, and work with. Good combination of personable, knowledgable and efficient.
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2 of 2 reviews are 5 stars$10,000 – $49,000 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
deltAlyz Corp. has received positive feedback over the last six months, highlighting their effective communication, timely project delivery, and strong technical knowledge. Clients appreciated their ability to understand project needs and proactively address issues, resulting in successful outcomes such as the on-time completion of an MVP and the creation of a functional dashboard. One client noted the ease of collaboration and the company's personable approach, while another emphasized their responsiveness and reliability, indicating a high level of satisfaction.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
deltAlyz Corp. has received positive feedback regarding its value for money, with multiple clients highlighting the company's pricing as fitting their budgets and providing good value. Clients frequently noted that deltAlyz Corp. delivered projects on time and within budget, often exceeding expectations. For instance, one client specifically mentioned that they were very happy with the work completed on time and on budget. Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of services provided by deltAlyz Corp.Was this helpful?
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UndisclosedUndisclosedFreelancerWashington, DC
Services provided
10% BI & Big Data Consulting & SI20% AI Development20% Cybersecurity +3 services20% IT Managed Services20% Market Research10% Cloud Consulting & SIInput Consulting is a small Market Research company headquartered in Washington, District of Columbia. The team offers Market Research and Cybersecurity.
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Undisclosed$50 - $99 / hrFreelancer
Services provided
10% BI & Big Data Consulting & SI40% CRM Consulting and SI15% Cloud Consulting & SI +3 services15% IT Managed Services10% IT Strategy Consulting10% Marketing StrategyViorel Negaci is a CRM consulting and SI company founded in 2017. The team specializes in CRM consulting and SI and cloud consulting & SI and is headquartered in Brașov, Romania.
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Undisclosed$50 - $99 / hr10 - 49Los Angeles, CA
Services provided
10% BI & Big Data Consulting & SI50% IT Managed Services10% Cloud Consulting & SI +4 services10% Cybersecurity10% Search Engine Optimization5% IT Strategy Consulting5% Marketing StrategySee all 6 projectsLos Angeles IT offers services in automation, business integrations, and artificial intelligence. The company is highly regarded for its quick turnaround and alignment with client values, providing good value for cost. Clients appreciate their clear communication and effective project management, indicating a strong capability in Business Intelligence Consulting and BI & Data Strategy.
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Ability to Deliver considers three criteria:
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Best Big Data Companies & Data Analytics Consultants
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$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
34/40.019.2/20 Reviews10/10 Clients & Experience4.8/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$50,000+$50 - $99 / hr1,000 - 9,999London, England
Ability to deliver
33.8/40.018.6/20 Reviews9.7/10 Clients & Experience5.5/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$25,000+Undisclosed1,000 - 9,999Toronto, Canada
Ability to deliver
33.7/40.017.2/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$100,000+$50 - $99 / hr1,000 - 9,999Malmö, Sweden
Ability to deliver
32.4/40.016.2/20 Reviews10/10 Clients & Experience6.2/10 Market PresenceService focus
36% BI & Big Data Consulting & SI64% Other -
$50,000+$50 - $99 / hr250 - 999Medellín, Colombia
Ability to deliver
31.6/40.016.2/20 Reviews10/10 Clients & Experience5.4/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$100,000+$200 - $300 / hr50 - 249New York, NY
Ability to deliver
31.1/40.016.2/20 Reviews10/10 Clients & Experience4.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$5,000+Undisclosed50 - 249Warszawa, Poland
Ability to deliver
30.6/40.016.4/20 Reviews10/10 Clients & Experience4.2/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$100,000+$50 - $99 / hr1,000 - 9,999Oakland, CA
Ability to deliver
30.5/40.015.2/20 Reviews8.8/10 Clients & Experience6.6/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
30.5/40.017/20 Reviews9.4/10 Clients & Experience4.1/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$25,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
30.4/40.016.4/20 Reviews10/10 Clients & Experience4/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$5,000+$50 - $99 / hr10 - 49Carlsbad, CA
Ability to deliver
32.5/40.018.6/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$10,000+$25 - $49 / hr50 - 249São Paulo, Brazil
Ability to deliver
30.2/40.017.2/20 Reviews8.8/10 Clients & Experience4.2/10 Market PresenceService focus
65% BI & Big Data Consulting & SI35% Other -
$1,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
30.1/40.016.6/20 Reviews9.7/10 Clients & Experience3.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$25,000+$25 - $49 / hr250 - 999Indore, India
Ability to deliver
31.3/40.016.2/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$200 - $300 / hr10 - 49Paphos, Cyprus
Ability to deliver
30.1/40.016.2/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
75% BI & Big Data Consulting & SI25% Other -
$5,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
30.1/40.016.2/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$10,000+$25 - $49 / hr50 - 249Ramos Mejía, Argentina
Ability to deliver
29.6/40.016.2/20 Reviews9.8/10 Clients & Experience3.7/10 Market PresenceService focus
55% BI & Big Data Consulting & SI45% Other -
$10,000+$25 - $49 / hr1,000 - 9,999Southborough, MA
Ability to deliver
32.1/40.016.6/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$25,000+$200 - $300 / hr1,000 - 9,999New York, NY
Ability to deliver
29.4/40.015.6/20 Reviews7.8/10 Clients & Experience6/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$5,000+$25 - $49 / hr1,000 - 9,999Kolkata, India
Ability to deliver
29.3/40.015.8/20 Reviews8.6/10 Clients & Experience5/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$1,000+$100 - $149 / hr10 - 49Woodstock, England
Ability to deliver
29.1/40.020/20 Reviews4.4/10 Clients & Experience4.7/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$75,000+Undisclosed250 - 999Oak Brook, IL
Ability to deliver
30.2/40.015/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$100 - $149 / hr50 - 249Warszawa, Poland
Ability to deliver
29/40.016.2/20 Reviews8.4/10 Clients & Experience4.4/10 Market PresenceService focus
85% BI & Big Data Consulting & SI15% Other -
$5,000+$50 - $99 / hr50 - 249Hanoi, Vietnam
Ability to deliver
30.2/40.016.8/20 Reviews9.8/10 Clients & Experience3.7/10 Market PresenceService focus
45% BI & Big Data Consulting & SI55% Other -
$50,000+$150 - $199 / hr50 - 249Montréal, Canada
Ability to deliver
38.2/40.020/20 Reviews10/10 Clients & Experience8.2/10 Market PresenceService focus
15% BI & Big Data Consulting & SI85% Other -
$5,000+$25 - $49 / hr10 - 49Kyiv, Ukraine
Ability to deliver
28.8/40.016.4/20 Reviews8.2/10 Clients & Experience4.2/10 Market PresenceService focus
65% BI & Big Data Consulting & SI35% Other -
UndisclosedUndisclosed1,000 - 9,999Atlanta, GA
Ability to deliver
36.7/40.019.6/20 Reviews10/10 Clients & Experience7.1/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$25,000+$50 - $99 / hr50 - 249London, England
Ability to deliver
34/40.020/20 Reviews9.9/10 Clients & Experience4.1/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$5,000+$150 - $199 / hr10 - 49Edmonton, Canada
Ability to deliver
28.5/40.016.8/20 Reviews8.2/10 Clients & Experience3.4/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$5,000+$150 - $199 / hr50 - 249Pune, India
Ability to deliver
29.8/40.016.2/20 Reviews9.6/10 Clients & Experience4/10 Market PresenceService focus
45% BI & Big Data Consulting & SI55% Other
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Data Analytics FAQs
Clutch features companies that build BI dashboards, data pipelines, and big data platforms that drive insights at scale quarterly based on a proprietary methodology. The top business intelligence and big data companies for 2026 include:
A data analytics firm helps you collect, store, transform, model, and surface data so it drives decisions instead of sitting in disconnected systems. Engagements with these service providers usually cover one or more of:
- Data engineering — building pipelines from source systems into a warehouse or lakehouse
- Data modeling and transformation — schemas and metrics layers, often with dbt
- Business intelligence and dashboarding — Looker, Power BI, or Tableau tied to defined KPIs
- Advanced analytics and ML — forecasting, segmentation, and predictive modeling
- Data governance — access controls, quality monitoring, and documentation
Costs depend on scope, seniority, and whether you need ongoing support or a one-time build. Tooling costs for platforms like Snowflake, Databricks, and BI licenses sit on top of services and can be substantial, so confirm who owns those before signing.
Use Clutch pricing data and filters to compare providers within budget, and ask each firm to break out services versus software.
Business intelligence focuses on reporting what has happened through dashboards, KPIs, and historical trends. Meanwhile, broader data analytics extends into why it happened and what is likely next, including statistical analysis and machine learning. Many firms do both, starting with a reporting layer and progressing to predictive work as their data matures.
Match the provider to your stack and your stage. Then, ask for case studies in your industry, confirm hands-on experience with the tools you use or plan to adopt, and probe how they handle data readiness, governance, and security.
A short paid discovery engagement is a low-risk way to test fit before a long build. Take advantage of Clutch’s vetted directories and data-driven resources to guide your search for the ideal team.
Be cautious of firms that promise insights before understanding your data sources, gloss over governance and access controls, or quote a flat price without clarifying tooling costs. Vague ownership of code, models, and documentation is another warning sign; those should be clearly assigned to you.
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