--- title: Thinking Machine Reviews meta_title: 'Thinking Machine Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 10 reviews by the users' company size, role or industry to find out how Thinking Machine works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 10 scale: '5' date_modified: '2026-08-07' parent_category: name: Sales Tools url: https://www.g2.com/categories/sales-tools --- # Thinking Machine Reviews **Vendor:** Thinking Machine Systems **Category:** [Contract Analytics Software](https://www.g2.com/categories/contract-analytics) **Average Rating:** 4.5/5.0 **Total Reviews:** 10 ## About Thinking Machine Telco Machine generates cost savings for business and enterprises by consolidating analytic insights between contracts and invoices. Customers benefit from automated identification of cost savings that are claimable immediately without changing suppliers, as well as data intelligence that informs the optimal path to long-term cost savings depending on your long-term objectives. Telco Machine offers key technological advantages, evidenced by it's low cost, speed of deployment, and large cost-saving identification. It works across any kind of document, whether hand-written contracts or 10,000 page PDF invoices. It uses "real AI" to uncover cost saving opportunities that are too cumbersome to accurately analyse by hand. Buyers of Telco services can think of us like a professional service, that is automated, cheaper, faster return-on-investment, and stays with you to provide data intelligence on demand. Suppliers of Telco services can think of us as an all-in-one 'next best action' and revenue assurance tool, combining the intelligence required to sell more, retain more, and recover more lost revenue. Providers of spend intelligence software can think of us as a specialist module for a highly complex domain, helping you deploy your solutions faster and generating a larger return-on-investment for your clients. ## Thinking Machine Reviews ### 1. Solution toward Good Connections **Rating:** 4.5/5.0 stars **Reviewed by:** Tangela G. | Arts and Crafts, Small-Business (50 or fewer emp.) **Reviewed Date:** September 07, 2023 **What do you like best about Thinking Machine?** Thinking Machine is that it makes spotting billing errors and claiming refunds effortless. A user friendly interface, for navigation and accessibility, greatly enhance user satisfaction. **What do you dislike about Thinking Machine?** I understand that the potential for growth is substantial. Although invoice loading may take some time it's still compared to software options I've used. **What problems is Thinking Machine solving and how is that benefiting you?** Thinking Machines AI-powered business management solution is revolutionary. It automates tasks enhances productivity and offers insights. This helps us save both time and money. ### 2. Thinking Machine : An Artificial Intelligence that can make decisions from your side **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** July 21, 2023 **What do you like best about Thinking Machine?** The best thing about this AI is that it can spot fake deals, transactions and stop them from happening. It can also analyses industry data for you so that firm can create new strategy accordingly. **What do you dislike about Thinking Machine?** Due to the nature of new platform, you might face some errors and bugs on this platform. Otherwise This AI is pretty good. **What problems is Thinking Machine solving and how is that benefiting you?** With the help of this AI we can better understand data analysis and generates more reports that assist business in making informed decision. It can also understand customer needs and automatically provide output according to them. ### 3. Great platform for creating code libraries **Rating:** 5.0/5.0 stars **Reviewed by:** Dinesh Y. | Manager, Enterprise (> 1000 emp.) **Reviewed Date:** June 19, 2023 **What do you like best about Thinking Machine?** This framework enables individual to build different libraries which can be easily plugged. **What do you dislike about Thinking Machine?** Nothing as of now, libraries are pretty usefull **What problems is Thinking Machine solving and how is that benefiting you?** Helps in solving bigger problem with minimal time ### 4. Thinking Machine best AI Technology platform **Rating:** 5.0/5.0 stars **Reviewed by:** ankit r. | Sr. Design engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 01, 2022 **What do you like best about Thinking Machine?** Very useful in terms of AI Technology automation which helps to align our need and possible solve all problems which is risk free , transformative and cost saving. **What do you dislike about Thinking Machine?** Not exactly dislike but timeframe for invoice loading take time but as compared to other software it is taking very less time. For audit purpose it vey useful application with zero mistakes but taking more time than mnual method. **What problems is Thinking Machine solving and how is that benefiting you?** It is like cost effective permanent aidit with nearly zero mistake do by using thinking machine we can save cost and time to gather data which we need. Also very good expenses management platform . ### 5. Wizard in Great Actions **Rating:** 4.5/5.0 stars **Reviewed by:** Simone J. | Sales Support Specialist , Biotechnology, Enterprise (> 1000 emp.) **Reviewed Date:** January 12, 2023 **What do you like best about Thinking Machine?** We are able to uncover bailing mistakes from our vendors and highlight specific contact causing disproportionate costs. **What do you dislike about Thinking Machine?** I have no dislike at all on Thinking Machine. **What problems is Thinking Machine solving and how is that benefiting you?** We have gained a consolidated view of our service from every geography with more useful data connected from our contracts. ### 6. Best platform for easy and financially cheapest documentation of any business **Rating:** 5.0/5.0 stars **Reviewed by:** Payal B. | Ionic Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 31, 2022 **What do you like best about Thinking Machine?** It has easy deployment and manages any kind of document. It also provides insights between contracts and invoices. **What do you dislike about Thinking Machine?** It should have better customer support for the users. **What problems is Thinking Machine solving and how is that benefiting you?** It reduces overall business cost by managing all tasks automatically. ### 7. AI based business managemnet **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** November 04, 2022 **What do you like best about Thinking Machine?** Identification of the cost savings automatically **What do you dislike about Thinking Machine?** Needs better management for organizing the documents **What problems is Thinking Machine solving and how is that benefiting you?** It helps to monitor the the contracts - [View Thinking Machine pricing details and edition comparison](https://www.g2.com/products/thinking-machine/reviews?filters%5Bnps_score%5D=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-08+08%3A56%3A43+-0500&secure%5Bsession_id%5D=0240e04c-16c0-4d80-bf2c-015d68ba4c78&secure%5Btoken%5D=dd60e66762fd36d22404de18ac3840646f64269b5635f3aebe617a5ce01cc94b&format=llm_user) ## Thinking Machine Features **Platform Basics ** - Data Extraction - Contract Comparisons **Artificial Intelligence Capabilities** - Text Analytics - NLP - OCR **Contract Data** - Data Import - Data Export - Custom Reporting - Clause Identification and Mapping **Generative AI** - AI Text Summarization ## Top Thinking Machine Alternatives - [PandaDoc](https://www.g2.com/products/pandadoc/reviews) - 4.7/5.0 (3,447 reviews) - [Agentforce Revenue Management (formerly Salesforce Revenue Cloud)](https://www.g2.com/products/agentforce-revenue-management-formerly-salesforce-revenue-cloud/reviews) - 4.2/5.0 (1,408 reviews) - [Conga CLM](https://www.g2.com/products/conga-conga-clm/reviews) - 4.3/5.0 (597 reviews)