Strong on both Core Competencies and 360-Performance. These firms have proven track records, deep specialisation, and solid client outcomes. Default recommendation for most buyers.
Top Text Analytics Companies
Goodfirms has reviewed 268 Text Analytics Companies as of September 2026 across 45 countries. The top-ranked firm is Indium (5.0 stars, 1 verified reviews, NA, founded 1999, Cupertino). Across the category, the median hourly rate is $37, median client rating is 4.8, and 35% of firms employ 50+ members. Explore the vetted Text Analytics Companies below, compare their strengths, and connect with the provider best suited to your requirements.
Text analytics companies help businesses transform unstructured data from customer reviews, support tickets, emails, surveys, social media, and other text sources into actionable insights. Using AI, natural language processing (NLP), and machine learning, the top text analytics companies uncover customer sentiment, identify emerging trends, and reveal opportunities that help drive smarter business decisions. Goodfirms has curated this list of the best text analytics service providers to help you compare trusted experts and choose the most reliable partner for your business.
Goodfirms has verified 268 Text Analytics Companies - part of 5,783+ Big Data Analytics Companies reviewed across 45 countries, each passing Goodfirms' 4-step verification process (background check, client interviews, portfolio audit, ongoing quality review). Listings marked "Sponsored" are agencies that pay for premium placement - sponsorship does not affect star ratings or review content.
Top 10 at Glance
Compare the highest-ranked firms first side by side.
List of Best Text Analytics Service Providers | Top Text Analytics Solutions
BI and data analytics together can benefit your company significantly. One of the results of modern BI is speed, agility, quality, performance, and actionable insights. The visualisation that goes along with this data becomes a key component that you can check out whenever you want utilising the Mobile BI app. Because they have access to ... read Numlytics reviews & insights
NA2 - 92022Vadodara, IndiaFor the past 15 years, we’ve been helping US companies scale their software and data engineering with dedicated teams of 3 to 15 developers. We work across all modern cloud platforms - AWS, GCP, Azure - automating ETL/ELT processes, optimizing infrastructure, and making your data AI-ready. What we can do for you ✔️Speed up data ... read Modus Soft reviews & insights
$50 - $99/hr50 - 2492010Boston, United Stateswe collect data from the main LATAM customs offices and transform it into strategic information completely adapted to your business. We understand that each company is unique, which is why we deliver customized analyses, designed to integrate seamlessly into your workflow, with the format and level of depth you need to make decisions with confidence.Reports ... read Rubik Data Intelligence reviews & insights
$150 - $199/hr2 - 92014Santiago, ChileSemantic Web Company (SWC) is a technology provider headquartered in Vienna (Austria). We democratize the Semantic Web. Be believe that not only the web, but also the *semantic* web is one of the greatest inventions human beings have ever made. We see the great potential of linking data to knowledge to help people and organizations ... read Semantic web company reviews & insights
$100 - $149/hr50 - 2492001Vienna, AustriaThe better we understand the way we move, the better we can build cities, mobility services and transportation systems to meet our needs. Teralytics offers the most advanced insights on human mobility based on cutting edge data science, proprietary machine learning algorithms and deep technology, capturing billions of signals every day from cell towers and ... read Teralytics reviews & insights
$100 - $149/hr50 - 2492012Zurich, SwitzerlandUnderstanding the trouble with data quality and managing teams of rapid-changing size while keeping high performance of many companies, Beework.ai was established with great efforts of the founders in providing uniquely high-quality data solutions. Originated from a multi-service supply agency, in which data service is one of the key push, we soon built up specialized ... read Beework AI Data Outsourcing Services reviews & insights
< $25/hr10 - 492019Big data analytics, scientific search and literature analysis – for too long, it has been a challenge to integrate, extract and analyse knowledge locked within unstructured biomedical text. Increasing volumes and varieties and sources of information are only adding to the problem. We think it’s about time things changed for the better Our data-first, award-winning ... read SciBite reviews & insights
$50 - $99/hr10 - 492012Cambridge, United KingdomUsing AI Tools
ChatGPT
Claude
TechClub Inc. is a USA-based technology consulting company offering IT solutions, software development, cloud services, and digital transformation support. The company helps businesses improve operations through innovative technology and expert guidance. With experience across multiple industries, TechClub provides customized solutions designed to enhance productivity, efficiency, and growth. Its team of skilled professionals works closely with ... read Gotechclub reviews & insights
$25 - $49/hr2 - 92002Illinois City, United StatesWhy Gotechclub?
- Experienced Technology Experts
- Customized Business Solutions
- Reliable & Scalable Services
Managing data, from multiple sources can be challenging without the right resources. We can help you take control of your marketing & communication efforts through smart analytics tools that transform data into valuable insights. Social Media Analytics is often limited to tracking quantitative metrics – mentions, likes, impressions, sentiment, among others. But, with Social Media ... read Anavizio reviews & insights
NA10 - 492019Dubai, UAEAs business complexity increases, “Software” and “Software as a Service (SaaS)” will need to evolve into a new paradigm of man and machine. We call this “Service as a Software.” It provides data science consulting and solutions designed to solve problems through analytical decision-making. Business problems are shifting in terms of both content and context. ... read Mu Sigma reviews & insights
NA1,000 - 9,9992004NYC, United StatesBy leveraging Big Data, Machine Learning & Semantic Web techs we are building a high-quality knowledge-graph derived from hundreds of sources. The graph powers Dandelion API, a state-of-the-art text analytics SaaS engine available at dandelion.eu, and Atoka, Sales & Marketing Intelligence platform available at atoka.io.
$50 - $99/hr10 - 492012Dro, ItalyQrious is a software business, passionate about leveraging the power of data to enable our customers to grow in intelligence and thrive. We are the data explorers, innovators and inventors at the edge of technology, striving to connect intelligent information to organisational challenges, for people to use effectively every day. Qrious Limited is owned by ... read Qrious reviews & insights
$100 - $149/hr50 - 2492014Auckland, New ZealandQuanovo was started by Computer Science PhD graduates who began creating quantitative trading models built upon Deep Learning technologies but have since expanded to partner with customers across industries to grow their potential through Neural Network technologies. We have the expertise to not just identify a solution but to build custom applications that deliver long ... read Quanovo reviews & insights
$50 - $99/hr2 - 92015Liverpool, United KingdomTraining Get your team immediately enthusiastic and comfortable using Semeon’s platform with personalized training sessions. Data analysis Our professional analysts can evaluate your data for you, isolating key themes or indicating trends. When the sentiment of every post counts, the services team can manually verify the Semeon engine’s evaluation to guarantee the highest possible accuracy ... read Semeon Analytics reviews & insights
$50 - $99/hr10 - 492013Montreal, CanadaPhoton, a global leader in AI and digital solutions, helps clients accelerate AI adoption and embrace DigitalHyper-expansion® to ‘make tomorrow happen today’. We work with 40% of the Fortune 100, enabling them to stay agile and future-ready in an era of converging digital and AI boundaries. Powering billions of touchpoints a day, Photon combines AI ... read Photon reviews & insights
$150 - $199/hr1,000 - 9,9992007Chicago, United StatesProxem is a French pioneer in the semantic analysis of Big Data and Digital Transformation. We offer SaaS software solutions to analyse large volumes of textual data so that our clients can extract relevant information in real time from the web, social media, chatbot, emails, satisfaction surveys and more. We aggregate all your information onto ... read Proxem reviews & insights
$50 - $99/hr10 - 492007Paris, FranceA growing number of businesses are responding to the AI revolution by developing an AI strategy. We can be your partners for this transition. Your business may be interested in leveraging your in-house data, and need an external partner with AI experience to work with. We can be that partner. We can take the time ... read Fast Data Science reviews & insights
$200 - $300/hr2 - 92016London, United KingdomIntsurfing is an engineering team focused on backend and data systems for data-driven products. We work with companies that depend on stable data flows and need systems that hold up as volume, sources, and requirements grow. We build and maintain ETL pipelines and automate data ingestion from multiple vendor feeds. Our teams also extract data ... read Intsurfing reviews & insights
$25 - $49/hr10 - 492016Sumy, UkraineWhether it’s Big Data Strategy, Data Engineering or Machine Learning; we help you strategize the right architectures, algorithms and visuals for an end-to-end advanced analytical solution. Augment your inner Data Scientist with Intuceo-Ax self-service AI. Intuceo-Ax is a cloud based, fully-automated and easy-to-use augmented analytics tool that allows businesses to conduct rapid analytic studies and ... read Intuceo reviews & insights
$100 - $149/hr50 - 249Jacksonville, United StatesWe unleash the power of unstructured text Language and communication are one of the ground pillars of society, and text has been the most efficient and reliable way to create, aggregate, and store information for the past few thousand years. It will continue to be so for the foreseeable future; as we are still only ... read Gavagai AB reviews & insights
NA10 - 492013Stockholm, SwedenWe are a technology and consulting firm with deep expertise in advanced analytics, artificial intelligence, data engineering, information technology, and business transformation. Our team brings decades of experience in consulting, data analytics, and machine learning to support our customers reach their business goals. We believe that the full potential of analytics can be achieved by ... read dhauz reviews & insights
$25 - $49/hr50 - 2492018Use the power of AI to unlock new business possibilities. Transform your business by utilizing your data to generate more business. Integrate variety of data sources, build robust big data pipelines, utilize AI Models to generate unprecedented insights and actions, automate trivial and complex business workflows using power of AI. Integrate disparate data sources, remove ... read Shyena Tech Yarns Pvt Ltd reviews & insights
$25 - $49/hr10 - 49Pune, IndiaLeading data insights and analytics company, SG Analytics provides relevant, actionable, and reliable insights by offering contextual data-centric research services to its clients across market research, technology, investment research, data solutions, healthcare, data analytics, BFSI, and ESG Consulting. Located in Pune, India, we are driven by our commitment to making research and analytics accessible for ... read SG Analytics reviews & insights
NA1,000 - 9,9992007NYC, United StatesWe can support your company to have data management, organizing your data asset, delivering on the way where everyone can deal with. Database management is crucial for all the deliverables. Companies are constantly investing in governance to make the data more reliable and accessible while reducing re-work investments. It’s a competitive game though - 48% ... read OneDB Solutions reviews & insights
$100 - $149/hr2 - 92016Osborne Park, AustraliaKiwi srl is a smart and dynamic company; we love to be always up to date with the evolution of our business world and most of all we love to face, study and solve new problems. We have chosen the road of Data Science and we are determined to be leaders on our path. We ... read Kiwi Data Science reviews & insights
$25 - $49/hr2 - 92013Milan, ItalyWe do data science. We are a small company based in Madrid, Spain, with a focus in data science, machine learning, statistical analysis, and their applications. We have done time series predictions, online marketing bid optimization, customer segmentations, attribution analyses, etc. for companies in banking, insurance, energy, and consulting.
$50 - $99/hr2 - 92017Madrid, SpainUsing AI Tools
ChatGPT
Claude
Gemini
Perplexity
Codex
Romanos Boraine is an independent consultancy that helps research teams, public-sector projects, donor-funded contractors, development-sector organisations, and operational teams turn messy information into structured systems, faster analysis workflows, clearer reports, and better decisions.I work across database architecture, custom AI building, data synthesis, report writing, and insight generation. Most projects start when useful information is spread ... read Romanos Boraine reviews & insights
$50 - $99/hrFreelancer2025Ho Chi Minh City, VietnamWhy Romanos Boraine?
- Reduce manual reporting work
- Keep evidence easy to verify
- Turn messy data into outputs
Recosense is a Natural Language Query based AI solutions provider for Process Intelligence Solutions and for transforming unstructured raw data into structured insights. Our focus area is in Natural Language Processing, Document & Content Intelligence for Process Automation, Automated Audits, and Automated Compliance Management with applications in Aviation, Financial Services, Manufacturing, Healthcare, Media/Telco, etc. We ... read RecoSense Infosolutions Pvt. Ltd reviews & insights
NA10 - 492014Bengaluru, IndiaWe are a consulting firm focused mainly on Data Analytics and DevOps. We help the organisations to take data-oriented business driven decisions by uncovering the hidden trends and patterns in their data.Build faster with bitsCrunch’s AI-Enabled data network, eliminating the need for your own servers or indexing. Focus on innovation with automated data processing and ... read bitsCrunch reviews & insights
$25 - $49/hr10 - 492019Munchen, GermanyWe serve a vibrant ecosystem but one that is siloed and digitally underserved Gloo is a leading technology platform designed specifically for the Faith & Flourishing Ecosystem. Co-founded by CEO Scott Beck, Gloo provides values-aligned digital solutions and Applied AI tools to connect, empower, and scale organizations dedicated to human flourishing and community impact. The ... read Gloo reviews & insights
$25 - $49/hr50 - 2492010Colorado Springs, United StatesWe empower decisions through data, insight, and innovation We offer expert services in data analysis, statistics, machine learning, artificial intelligence, and research methodology. Our mission is to help individuals, educators, and businesses make informed decisions by transforming raw data into meaningful insight, actionable strategies, and measurable outcomes.
< $25/hr2 - 92021Indore, IndiaWe combine world-class expertise and agile methodologies to design your strategy, deliver your solution and enable you to scale independently. Unrivalled mastery of our craft acquired through delivering over 50 custom data and analytics platforms to date. We help map out the business processes and analytics needs within your organisation and then pick the technology ... read Infinite Lambda reviews & insights
NA50 - 2492019London, United KingdomIndika AI is a global data service company based in Mumbai, India and working with some of the leading AI, E-commerce, Gaming and social media companies providing AI Training Data Labeling, Search Evaluation, Localisation and content moderation services to clients across the globe and all industries.
< $25/hr50 - 2492021Pykit is a free online analytics resource website. Pykit was founded in 2021 by Vishal Verma. The main goal of this site is to provide quality tools, tutorials, courses, and other online resources that allow anyone to master Data Research & Analytics based on real case studies and industry projects.
NA2 - 92022Basal Analytics is a 360° Creative Agency that provides solutions to troubleshoot all your optimization roadblocks. Basal has always been focused on great customer support, making sure your queries are resolved in time and has consistently impressed customers with fast and valuable responses.
$25 - $49/hr10 - 492019Bengaluru, IndiaAidosol is a trusted partner for businesses seeking to harness the power of data. Offering services from predictive modeling to advanced machine learning algorithms, Aidosol empowers organizations to unlock insights and make informed, data-driven decisions. Businesses can optimize operations, enhance customer experiences, and forecast market trends through these tailored solutions. For example, in people analytics, ... read AIDOSOL reviews & insights
NA10 - 492023Noida, IndiaSocian Ltd is a Natural Language Processing Company empowering other organizations, changing the norm of interaction and solving different real-life unsolvable use cases with the help of Socian Speech AI & Text AI. Socian’s functions are including but not limited to developing AI Models for – Speech to Text Text to Speech Sentiment Analysis and ... read Socian Ltd. reviews & insights
$25 - $49/hr10 - 492016Dhaka, BangladeshOpenText, The Information Company™, a market leader in Enterprise Information Management software and solutions, enables intelligent and connected enterprises by managing, leveraging, securing and gaining insight into enterprise information, on-premises or in the cloud. For more information about OpenText (NASDAQ/TSX: OTEX), visit www.opentext.com.
$100 - $149/hr1,000 - 9,9991991Waterloo, CanadaFor training a Machine Learning model, images from a dataset are annotated. Therefore, the features to be recognised by the AI are labelled using Image Annotation. Bounding Box A bounding box is a hypothetical rectangle that acts as a point of reference for object detection and generates a collision box for that item. These rectangles ... read Deiteo AI Private limited reviews & insights
$25 - $49/hr10 - 492021Mysuru, IndiaBIS solves data extraction and integration problems for organizations who demand more from their data. Headquartered in Oklahoma, BIS has achieved national recognition with a software platform called Grooper. Built-in machine learning, natural language processing, and advanced classification capabilities make Grooper a powerful data sciences and data integration platform. Leveraging Grooper, BIS is achieving rapid ... read BIS, Inc. reviews & insights
NA50 - 2491986Edmond, United StatesSYSTEX CORPORATION (TW TSE: 6214) is a leading Taiwan-based IT services provider and the forefront in technology sales, marketing and consulting. Founded in 1997, services span in the Asia-Pacific region with 3,000 employees and over branch offices in Taiwan, China, and Hong Kong. In 2017, SYSTEX’s consolidated revenues reached US$ 566 million. The Company operates ... read SYSTEX reviews & insights
$100 - $149/hr1,000 - 9,9991997Taipei, TaiwanBRIDGEi2i is a trusted partner to enterprises globally for enabling AI-powered digital transformation outcomes. We help businesses reimagine their processes with AI. Our consultative approach to problem-solving, combined with our end-to-end AI capabilities and proprietary pre-built algorithmic engines - Extractor, Watchtower, Recommender, Optimizer and Converser - help us solve complex business problems and accelerate data-driven ... read Bridgei2i Analytics Solutions Pvt. Ltd. reviews & insights
NA250 - 9992011Bengaluru, IndiaWe are a global technology company helping our industrial clients in their digital transformation journey through the applications of Digital Platforms, Marketplaces, Data Engineering & Analytics, AI & Data Science, Mobility Solutions, & Process Automation. We develop platforms for life sciences, biotech, geospatial intelligence, & hi-tech industries.
NA50 - 2492017Cambridge, United StatesAt Lectus Technologies, we blend deep tech expertise with product thinking to help ambitious businesses launch faster, scale smarter, and innovate fearlessly. Whether you're a startup validating an MVP or an enterprise automating workflows with AI, we become your tech partner, not just your vendor. 🚀 What We Do: AI & Automation Development, Full Stack ... read Lectus Technologies reviews & insights
< $25/hr2 - 92024Gandhinagar, IndiaWe are architects in identifying and solving business problems. Antares Solutions is a Microsoft Gold Partner based in Sydney. We are dedicated to solving unique business problems with technology solutions. Our innovative business solutions help our customers develop efficiencies and drive real business outcomes.
NA10 - 492006Sydney, AustraliaPrediqTank is your dedicated technology and outsourcing partner for everything AI, data, and software development. Headquartered in San Diego, USA, and with several offices and R&D labs in Poland, PrediqTank is a consortium of leading AI and software house companies. Each member of the consortium brings a unique set of skills and expertise to the ... read PrediqTank reviews & insights
NA50 - 2492021San Diego, United StatesUsing AI Tools
Perplexity
Claude
HATZ
Solution Providers Consulting Group (SPCG) helps mid-market organizations and MSPs adopt AI with confidence—governed, secure, and tied to measurable business outcomes.Most teams don’t need “more AI tools.” They need clarity on where AI will create value, what risks it introduces, and how to operationalize it without creating compliance or data exposure issues. SPCG leads with ... read Solution Providers Consulting Group reviews & insights
$200 - $300/hr2 - 92024Kirkland, United StatesWhy Solution Providers Consulting Group?
- Governance-first, audit-ready AI
- Measurable ROI, not hype
- Strategy to adoption that sticks
Haystack’s unique data strategy matrix delivers a blueprint for achieving success with your data. As the foundation for your data initiatives, the right strategic roadmap will help optimize technology investments, lower costs, and align the right data, people, and processes to fully unlock your data’s potential. Haystack’s proven F.A.R.M.™ strategic framework, helps food companies craft ... read Haystack Data Solutions reviews & insights
$50 - $99/hr2 - 92014Minneapolis, United States
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The Magical Quadrant
Hover any bubble for the firm's exact scores. Filter the view using the controls on the right.
The four quadrants explained
Each card shows the count of firms in that quadrant and the top 5 by composite score.
Strong execution but broader service mix. High-quality generalists - good fit if your project crosses multiple disciplines in one engagement.
Deeply specialised but with moderate market presence. Often the right pick when specialisation matters more than scale - boutique shops with deep technical chops.
Newer entrants and smaller boutiques. Higher risk but often the best price-performance - particularly for early-stage startups or non-mission-critical projects.
Top 5 by composite score
1Computools48 / 432Reenbit49 / 393Indicium Tech48 / 404Beinf44 / 375HashCash Consultants45 / 35The 7 highest-scoring firms in the Industry Leaders quadrant. Each has both Core Competencies and 360-Performance ≥ 50. Click any card for the full profile.
How firms are placed on the matrix
Every position on this chart is the output of the Goodfirms ranking algorithm - a weighted composite of signals across two axes. The algorithm is recomputed regularly and is fully documented.
Sponsorship does not affect placement. PRO members receive visible badges and ad placements, but their algorithmic scores are calculated identically to free listings.
Read the full methodology












































