All these tools Starburst , Glean , Thought Machine offer flexible pricing models suitable for manuscript editor, resume optimizer seeking AI-powered solutions to enhance their Document Editor efforts.
Starburst
- Free - $0
- Pro - $0.50/credit
- Enterprise - $0.75/credit
- Mission-Critical - $1.00/credit
Glean
Thought Machine
These AI tools are among the best Document Editor tools available in 2026. For manuscript editor, resume optimizer, tools like Starburst , Glean , Thought Machine help streamline the Document Editor process by offering AI-powered features.
What is Starburst?
Starburst, founded in 2017 by Justin Borgman, Matt Fuller, and Martin Traverso in Boston, Massachusetts, is a cutting-edge data lake analytics platform for AI built on open-source Trino. Designed to unify, govern, and analyze data across cloud, on-premises, and hybrid environments, Starburst empowers enterprises like Comcast, HSBC, and Verizon to access over 50 petabytes of data with 10x faster query performance. With $414 million in funding, Starburst’s AI-driven data platform for enterprises supports 400 million+ AI queries, offering a fully managed cloud solution and self-managed Enterprise edition. It's open data lakehouse architecture eliminates costly migrations, making it a leader in scalable analytics.
What is Glean?
Glean is an AI-powered Work AI platform founded by former Google search engineers to enhance enterprise productivity by connecting and understanding a company’s internal data. Glean integrates with over 100 SaaS applications, such as Slack, Salesforce, and Microsoft Teams, to provide a centralized solution for enterprise search, knowledge discovery, and task automation. Its AI assistant and agent platform deliver personalized, secure answers and automate workflows, empowering employees across departments to work smarter. Trusted by global brands like Deutsche Telekom, BILL, and Confluent, Glean transforms how businesses access knowledge and streamline operations.
What is Thought Machine?
Thought Machine, founded in 2014 by Paul Taylor in London, UK, is a trailblazing fintech company revolutionizing banking with its Vault Core cloud-native banking platform. Its flagship products, Vault Core and Vault Payments, empower banks to modernize legacy systems, delivering unparalleled flexibility through a microservices-based, cloud-agnostic architecture. Trusted by global giants like JPMorgan Chase, Lloyds Banking Group, and Intesa Sanpaolo, Thought Machine serves over 30 countries, processing millions of transactions with a $2.7 billion valuation and $500 million in funding. Its scalable core banking solutions enable rapid product launches, cutting costs by up to 50% and reducing time-to-market from months to days.
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Accuracy and Reliability:
4.7
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Cost-Efficiency:
4.6
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Customization and Flexibility:
4.8
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Data Privacy and Security:
4.7
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Ease of Use:
4.5
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Functionality and Features:
4.4
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Integration Capabilities:
4.3
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Performance and Speed:
4.5
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Support and Resources:
4.8
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Accuracy and Reliability:
5
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Cost-Efficiency:
5
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Customization and Flexibility:
5
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Data Privacy and Security:
4
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Ease of Use:
4
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Functionality and Features:
5
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Integration Capabilities:
5
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Performance and Speed:
4
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Support and Resources:
5
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Accuracy and Reliability:
4.7
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Cost-Efficiency:
4.5
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Customization and Flexibility:
4.8
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Data Privacy and Security:
4.7
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Ease of Use:
4.9
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Functionality and Features:
4.6
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Integration Capabilities:
4.5
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Performance and Speed:
4.4
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Support and Resources:
4.8
Starburst
10x faster queries with Warp Speed.
50+ data source connectors.
Free Galaxy trial with $500 credits.
Open architecture supports Iceberg
Delta Lake.
Strong RBAC/ABAC governance.
Complex setups need expertise.
Enterprise pricing lacks transparency.
Third-party connector security concerns.
Occasional support delays.
Glean
Precise
permissions-aware search across enterprise apps.
Saves significant employee time through automation.
Seamless integration with 100+ SaaS tools.
Enterprise-grade security with robust access controls.
Intuitive interface for high user adoption.
Automates complex workflows with AI agents.
Supports content generation and data analysis.
High costs may challenge smaller businesses.
Advanced customization needs technical expertise.
Occasional delays in complex searches.
Limited public pricing transparency.
Thought Machine
Launches products in days.
98% uptime with real-time processing.
Highly configurable smart contracts.
Seamless AWS and Azure integrations.
Supports 200+ preconfigured products.
Requires technical expertise.
High costs for smaller banks.
Minor migration issues.
Peak-time support delays.
If you're looking for other Document Editor tools for manuscript editor, resume optimizer, you can also explore Type AI, which are highly rated in 2025.
- Starburst
- Boston, Massachusetts
- Glean
- Palo Alto, CA
- Thought Machine
- London, UK