--- 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. Thinking Machine: Your new bot Business Manager **Rating:** 4.0/5.0 stars **Reviewed by:** Sahib T. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 21, 2022 **What do you like best about Thinking Machine?** Very utilizable in terms of AI Technology automation, which aligns our desideratum and solves all difficulties that are risk-free, transformative and cost-preserving. It additionally provides insights between contracts and invoices. **What do you dislike about Thinking Machine?** In my opinion, It needs some improvements in document management, and The link between the Artificial Intelligence and customer accommodation is always destitute, which is kind of understandable and can be improved over time. **What problems is Thinking Machine solving and how is that benefiting you?** We can abbreviate the gross spending of the business by using AI to manage all the tasks automatically, and also we can avoid all the man made mistakes that occurs during auditing ### 2. Saas product in marketing field **Rating:** 4.0/5.0 stars **Reviewed by:** Kwang H. | Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 03, 2022 **What do you like best about Thinking Machine?** It has an essential AI built within the program that markets its audiences really well to solve problems and organize everyday needs for the everyday users like myself. **What do you dislike about Thinking Machine?** The correlation between the AI and customer service is always lacking. In Saas industry in general, it is always lacking in that sense. I wish this could be resolved. **What problems is Thinking Machine solving and how is that benefiting you?** The AI part of the platform always resolves my technical issues. I believe this product have many potentials in many ways, just need better customer service program. ### 3. Magic Working Hand **Rating:** 4.0/5.0 stars **Reviewed by:** Steve D. | VP Operations Group , Hospital & Health Care, Enterprise (> 1000 emp.) **Reviewed Date:** November 10, 2022 **What do you like best about Thinking Machine?** We can now create centralised reports connecting all our global vendors. **What do you dislike about Thinking Machine?** We can spot billing errors and claim refund. **What problems is Thinking Machine solving and how is that benefiting you?** Easy to match the optimal tariffs available with our existing contracts. - [View Thinking Machine pricing details and edition comparison](https://www.g2.com/products/thinking-machine/reviews?filters%5Bnps_score%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-08+02%3A48%3A42+-0500&secure%5Bsession_id%5D=1718f570-eb3d-4770-997b-2fe535e5719b&secure%5Btoken%5D=e379b67d024e0679a9f9b8f97034e62ae95b98cac0e6f6c5580f4808a0f4d7bf&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)