Top Glean Alternatives

SearchUnify is an enterprise Agentic AI platform that connects fragmented enterprise knowledge and deploys autonomous AI agents to handle customer support operations from first contact to resolution. At its core, the platform is powered by SearchUnifyFRAG™ (Federated Retrieval Augmented Generation), Agentic RAG, and the SCORE (Contextual Relevance Engine) framework, enabling accurate, grounded responses drawn from unified enterprise data. The product suite spans five core tools. Cognitive Search retrieves contextually relevant answers across distributed knowledge sources. SearchUnifyGPT™ generates cited AI responses at every support touchpoint. SUVA, the virtual assistant, handles multi-turn conversations autonomously. Knowbler supports knowledge capture, structuring, and surfacing at the point of need. Agent Helper delivers next-best-action recommendations to support agents during live case resolution. Extending these capabilities, the Agentic AI Suite comprises eight AI agents: AI Support Agent for self-service resolution, AI SupportPlus Agent for autonomous CRM ticket handling, AI Classification Agent for case tagging and routing, AI Escalation Manager for escalation risk prediction, AI Knowledge Agent for automated content creation and gap detection, AI Competency Agent for L2 technical workflow resolution, AI Agent Partner for real-time agent guidance, and AI Case Quality Auditor for evaluating every closed case. SearchUnify supports BYOLLM for LLM flexibility, Model Context Protocol (MCP) for secure system connectivity, and a governance layer covering role-based access control, PII masking, and ISO 27001, HIPAA, and SOC 2 compliance. The platform connects with 100+ enterprise tools including Salesforce, Zendesk, and ServiceNow.

StackAI is an enterprise AI automation platform built to help organizations create end-to-end internal tools and processes with AI agents. Unlike point solutions or one-off chatbots, StackAI provides a single platform where enterprises can design, deploy, and govern AI workflows in a secure, compliant, and fully controlled environment. Using its visual workflow builder, teams can map entire processes — from data intake and enrichment to decision-making, reporting, and audit trails. Enterprise knowledge bases such as SharePoint, Confluence, Notion, Google Drive, and internal databases can be connected directly, with features for version control, citations, and permissioning to keep information reliable and protected. AI agents can be deployed in multiple ways: as a chat assistant embedded in daily workflows, an advanced form for structured document-heavy tasks, or an API endpoint connected into existing tools. StackAI integrates natively with Slack, Teams, Salesforce, HubSpot, ServiceNow, Airtable, and more. Security and compliance are embedded at every layer. The platform supports SSO (Okta, Azure AD, Google), role-based access control, audit logs, data residency, and PII masking. Enterprises can monitor usage, apply cost controls, and test workflows with guardrails and evaluations before production. StackAI also offers flexible model routing, enabling teams to choose between OpenAI, Anthropic, Google, or local LLMs, with advanced settings to fine-tune parameters and ensure consistent, accurate outputs. A growing template library speeds deployment with pre-built solutions for Contract Analysis, Support Desk Automation, RFP Response, Investment Memo Generation, and InfoSec Questionnaires. By replacing fragmented processes with secure, AI-driven workflows, StackAI helps enterprises cut manual work, accelerate decision-making, and empower non-technical teams to build automation that scales across the organization.

Guru is an intelligent AI knowledge layer built for enterprise trust. It organizes your company’s information from tools like Slack, Microsoft Teams, Salesforce, Google Drive, and more, providing verified, cited answers inside the apps employees already use. Guru automatically maintains accuracy through expert verification and permission inheritance, helping people and AI systems rely on the same consistent, up-to-date knowledge. By connecting everything your organization knows and keeping it trustworthy, Guru eliminates wasted search time and drives smarter, faster decisions.

IBM watsonx Assistant represents an innovative conversational AI platform that enables a diverse range of users, including those without technical expertise, to seamlessly create generative AI assistants that provide smooth self-service experiences for customers on any device or channel, enhance employee efficiency, and expand organizational capabilities. The platform boasts an intuitive design featuring a drag-and-drop conversation builder along with ready-made templates, making it accessible for all users. It incorporates advanced Large Language Models, Large Speech Models, Natural Language Processing and Understanding (NLP, NLU), as well as Intelligent Context Gathering, which work collectively to enhance comprehension of conversational context in natural language. Additionally, it employs retrieval-augmented generation (RAG) techniques to deliver precise, contextual, and timely conversational responses at all times, ensuring that interactions are rooted in the company's knowledge base. This comprehensive approach not only streamlines communication but also fosters a more interactive and responsive customer engagement strategy.

Spekit is a modern sales enablement platform that brings sales content and learning together, activating reps in their flow of work with **AI Sidekick**, the most contextual Just-in-Time Sales Assistant™. AI Sidekick taps contextual AI agents across CRM, call intelligence, Gong, and email to interpret a rep’s exact situation, then delivers tailored coaching, messaging help, answers, and training. Reps prep for calls, follow up, and spin up focused Deal Rooms and buyer journeys faster, improving execution, strengthening relationships, and shortening ramp. The Just-in-Time Enablement model is anchored by end-to-end sales content management that blends the strengths of DAP, KMS, CMS, and LMS. A single repository with AI editing, governance, and built-in change management stops content decay and keeps messaging aligned. In addition to AI-driven automation and delivery, Spekit offers granular analytics on usage and buyer engagement so teams can refine strategy and tie programs to revenue.

Our advanced AI functions as an unparalleled agent, expertly equipped to address inquiries and assist customers throughout their entire experience, available around the clock. This solution is not only economical and efficient but also brings immediate domain knowledge and seamless integration capabilities. The conversational AI from Enterprise Bot excels in comprehending and replying to user inquiries across various languages. With its extensive domain expertise, it achieves remarkable accuracy and accelerates time-to-market significantly. We provide automation solutions that seamlessly connect with essential systems, catering to sectors such as commercial or retail banking, asset management, and wealth management. Customers can easily monitor trade statuses, settle credit card bills, extend offers, and much more. By simplifying responses to intricate questions regarding insurance products, we enable enhanced sales and cross-selling opportunities. Our intelligent flows facilitate the quick reporting of claims, streamlining the claims process for users. Additionally, our AI interface empowers customers to inquire about ticketing, reserve tickets, check train schedules, and share their feedback in a user-friendly manner. This comprehensive support ensures that every aspect of the customer journey is smooth and efficient.

Kore.ai is an enterprise-focused AI platform designed to help organizations build, deploy, and manage intelligent AI agents across a wide range of business functions. The company’s flagship Agent Platform, Artemis, serves as the foundation for creating agentic AI applications that support customer service, employee productivity, and operational automation initiatives. The platform provides tools for AI agent development, enterprise search, workflow orchestration, governance, and centralized administration. Businesses can use pre-built applications tailored to industries such as banking, healthcare, retail, human resources, recruiting, and IT, enabling faster adoption of AI technologies. Kore.ai also offers application accelerators through its marketplace, which includes AI agents, templates, and integrations that reduce implementation time and complexity. Organizations can build customized solutions that align with their unique business requirements while leveraging enterprise-grade infrastructure. The platform supports large-scale deployments and is designed to operate in highly regulated environments where security, compliance, and reliability are critical. Kore.ai integrates with leading technology ecosystems including Microsoft Azure, AWS, Microsoft Teams, Microsoft 365 Copilot, Amazon Bedrock, and Amazon Connect. Its AI capabilities help automate customer interactions, streamline employee support, improve information retrieval, and optimize business processes. The company serves global enterprises across multiple industries and supports organizations seeking to establish AI-powered digital workforces. Kore.ai enables businesses to accelerate AI adoption while maintaining the governance, scalability, and operational controls required for enterprise environments.

Transform Your Support Team with Effortless Automation Are monotonous tasks hindering the performance of your support team? QueryPal empowers support teams to excel by automating ticket responses, which frees up valuable time to tackle complex issues that require human insight. Leveraging AI-driven workflows allows you to reduce response times, enhance productivity, and provide accurate and dependable support. Whether dealing with frequent inquiries or managing a high volume of requests, your team can prioritize what truly counts—ensuring customer satisfaction remains a top priority. Accelerated Solutions: Expedite the resolution process by automating responses to frequently asked questions and common tickets. Reliability & Accuracy: Guarantee that every communication is consistently thorough, thereby reducing the likelihood of errors. Enhanced Efficiency: Enable your team to focus on complicated or urgent issues by streamlining routine tasks through automation. This shift not only improves service quality but also fosters a more engaged and motivated support team.

Elvex is an advanced enterprise generative AI platform specifically designed to promote the integration, oversight, and expansion of AI tools within businesses while prioritizing security and organization. Serving as a unified interface, it links employees to diverse large language models and AI services while managing authentication, security measures, and governance effortlessly in the background. Instead of functioning as a standalone language model, Elvex operates as a management layer that channels requests to external AI providers and transmits responses within a managed environment, thus protecting company data and ensuring compliance with regulations. Users can create personalized AI assistants and complex workflows that integrate seamlessly with internal tools, databases, and productivity applications, thereby optimizing tasks such as data analysis, content generation, and report preparation. The platform not only provides ready-made agents but also includes tools enabling the development of new agents without requiring programming skills, empowering staff to design AI workflows that fit their unique roles and responsibilities. This adaptability guarantees that teams remain agile in response to evolving needs, which significantly boosts productivity and efficiency throughout the organization. Furthermore, Elvex’s user-friendly interface encourages widespread adoption among employees, fostering a culture of innovation and collaboration.

WRITER is your home for AI-powered work — helping you automate work, improve decision making, and unlock the full potential of your workforce with transformative AI agents. Get started quickly with 100+ prebuilt agents or customize your own with our ‌no-code Agent Builder. WRITER fits into your existing tools, is connected to your data, keeps work accurate and compliant, and is fully governed by IT, so you can move fast without friction. We’re your partner in AI innovation, with a services team that helps you scale from pilot to full rollout. That’s why global leaders at Vanguard, Salesforce, Prudential, and Qualcomm choose WRITER.

Everfind serves as a robust AI-driven search assistant for enterprises, enabling teams to swiftly locate essential information across various platforms such as Jira, Confluence, and Microsoft SharePoint, while also integrating with tools like Miro and Figma. By effectively centralizing all project-related data, Everfind enhances the entire product development workflow. It features native connectors for popular platforms, allowing for seamless integration. Once these connections are established, Everfind efficiently indexes all relevant data, making it readily searchable. The platform employs enterprise-grade encryption to safeguard your information, and access controls can be configured at both user and organizational levels to ensure that only approved team members can view sensitive data. In addition to straightforward keyword searches, Everfind offers advanced filtering options, tagging capabilities, and AI-driven insights, making it a comprehensive solution for information retrieval. With its intuitive interface, teams can collaborate more effectively and boost their productivity.

contboxx Vault is a sovereign AI knowledge platform for enterprises that operate under strict data protection, regulatory, or security requirements. It connects to 40+ internal systems and makes company knowledge searchable, classifiable, and distributable, entirely within the organization's own infrastructure. Developed by Adversign Media in Germany, Vault is built for organizations where data sovereignty is not a preference but a requirement. The platform processes all content locally using on-premises AI models. No content is sent to external APIs, no cloud inference occurs, and no third-party processing agreements are required when operating in internal mode. This architecture satisfies GDPR obligations by design, supports NIS2 compliance for critical infrastructure operators, and meets the EU AI Act's transparency requirements for high-risk AI systems. Vault classifies all ingested content into five protection levels and enforces those levels across every output channel. Distribution is automatic and governed: content reaches digital signage, email, or messaging channels only when its protection level permits it. The audit log records every classification, release decision, and access event in tamper-evident form. Role separation is enforced at the API level across six system roles, with a four-eyes principle on module releases, GDPR deletion requests, and content classification. A break-glass access mechanism allows temporary elevated access with mandatory justification and full audit trail. Annual fixed-price licensing, no per-user costs, and a six-week installation timeline make Vault a predictable investment for finance, healthcare, public administration, utilities, and other regulated sectors.

Atolio stands out as an advanced enterprise search engine driven by artificial intelligence, created to maintain your data securely within your cloud infrastructure. It empowers users to ask questions related to their knowledge repositories and receive insightful, permission-based answers, all while ensuring that your intellectual property is kept under your ownership. Specifically tailored for corporate requirements, Atolio provides secure, self-hosted deployment solutions across major platforms like AWS, Azure, and GCP, thereby assuring compliance with stringent security standards. Its sophisticated AI functionalities enhance knowledge discovery, streamlining the process of locating crucial information exactly when it is required. The platform skillfully analyzes enterprise applications to bring forth pertinent documents and identify internal experts, fostering collaboration and promoting informed decision-making amongst teams. In addition, Atolio boasts seamless integration with a broad array of tools, including Office 365, Google Workspace, Slack, Salesforce, and ServiceNow, which effectively unifies your search experience and boosts team efficiency. By harnessing LLMs that do not learn from your data, Atolio guarantees the protection of your intellectual property, providing reassurance concerning data privacy and control. Furthermore, with its user-friendly interface, Atolio not only simplifies the access to valuable insights but also enhances overall productivity across the organization. In summary, Atolio revolutionizes how businesses harness and manage their knowledge resources, making it an essential asset for contemporary enterprises.

Aviso is an AI-powered revenue intelligence and agentic sales execution platform developed to help organizations forecast revenue, manage customer relationships, and automate go-to-market activities. The software provides a unified revenue operating system that combines sales forecasting, pipeline management, conversation intelligence, relationship analytics, and workflow automation. Its predictive forecasting engine uses machine learning to analyze historical sales performance, CRM data, customer interactions, and opportunity characteristics to estimate revenue outcomes. Pipeline inspection capabilities help revenue leaders monitor deal progression, identify stalled opportunities, evaluate pipeline coverage, and detect risks that could affect sales targets. Conversation intelligence tools analyze recorded sales interactions to generate transcripts, assess customer sentiment, identify objections, and recommend actions that support deal progression. Relationship intelligence maps engagement between sales representatives and customer stakeholders to identify influential contacts, communication gaps, and opportunities for multithreaded selling. Aviso provides AI-driven deal guidance that recommends next steps based on opportunity activity, buyer engagement, historical patterns, and other revenue signals. Its agentic AI capabilities include role-specific virtual agents, specialized task agents, and more than 30 preconfigured workflows supporting activities across the sales and customer lifecycle. The no-code GTM Agent Studio allows users to design, customize, and deploy automated agents through reusable components, connected actions, and configurable business processes. Sales coaching and enablement features help managers evaluate representative performance, analyze successful selling behaviors, and connect training activities with measurable revenue outcomes.

Achieving extensive relevance across diverse sectors such as websites, e-commerce, services, and workplaces is vital for success. Every search, suggestion, and interaction plays a role in enhancing user experiences. Our goal is to enable businesses to create the meaningful engagements that users expect. With Coveo Relevance Cloud, establishing fundamental relevant search is merely the beginning. Utilize self-optimizing AI that evolves with every click and inquiry across all points of interaction. This guarantees that you can offer increasingly refined experiences, identifying search relevance right from day one and progressing towards comprehensive 360° relevance. Each interaction reveals valuable insights into customer preferences, allowing you to serve them with relevant product offerings and tailored content suggestions that they will be excited to 'add to cart.' Accelerate access to the most pertinent answers through AI-enhanced customer self-service and AI-assisted agent interactions. Coveo stands out with its robust functionality, providing a diverse suite of features, including user-friendly drag-and-drop UI customizations, flexible headless APIs, and numerous other functionalities, simplifying the path for businesses to excel in a competitive market. By leveraging these tools, organizations can ensure they stay ahead of the curve and consistently meet the ever-evolving needs of their customers.

CustomGPT is an innovative AI platform aimed at improving customer interaction, enhancing employee efficiency, and driving revenue growth by leveraging your organization’s specific data in conjunction with ChatGPT. By deploying a tailored ChatGPT model that is specifically trained on your business assets, you can streamline repetitive tasks and provide quick responses to customer inquiries, which in turn allows staff to focus on more strategic initiatives. The fusion of ChatGPT with your organizational content fosters more individualized and impactful connections with customers, thereby significantly enhancing their experience. Discover the various strategies CustomGPT can implement to refine your operations and boost your organization’s productivity. You can seamlessly integrate your business documents through our user-friendly sitemap feature or by uploading them directly, making the setup process incredibly straightforward. Experience cutting-edge AI capabilities with our custom ChatGPT chatbot, which can be effortlessly disseminated via embed widgets, live chat, or an API. With bespoke AI solutions, businesses can improve the relevance and personalization of their customer engagements, nurturing stronger relationships and higher satisfaction levels. By embracing CustomGPT, you can revolutionize the dynamics of your business interactions with clients and set the stage for future growth. The potential of CustomGPT lies not only in automation but also in creating an enriched dialogue that resonates with your customer base.

Aisera is pioneering advancements in technology with a groundbreaking solution that transforms the landscape for both businesses and their clients. This innovative AI system delivers a tailored and anticipatory experience, automating support and operations across a variety of industries such as HR, IT, sales, and customer service. By enabling users with self-service capabilities akin to those found in consumer applications, Aisera empowers organizations to take charge of their processes. Furthermore, Aisera propels your transition toward a more efficient future through the dynamic potential of digitalization. By harnessing insights from user and service behavior, Aisera streamlines tasks, actions, and essential business functions. It also boasts seamless integration with major platforms, including Salesforce, Zendesk, and ServiceNow, and collaborates effectively with other industry leaders such as Microsoft, Adobe, Oracle, SAP, Marketo, Hubspot, and Okta. Ultimately, Aisera is not just enhancing operational efficiency; it is reshaping the way businesses connect and engage with their customers.

Cohere is a powerful enterprise AI platform that enables developers and organizations to build sophisticated applications using language technologies. By prioritizing large language models (LLMs), Cohere delivers cutting-edge solutions for a variety of tasks, including text generation, summarization, and advanced semantic search functions. The platform includes the highly efficient Command family, designed to excel in language-related tasks, as well as Aya Expanse, which provides multilingual support for 23 different languages. With a strong emphasis on security and flexibility, Cohere allows for deployment across major cloud providers, private cloud systems, or on-premises setups to meet diverse enterprise needs. The company collaborates with significant industry leaders such as Oracle and Salesforce, aiming to integrate generative AI into business applications, thereby improving automation and enhancing customer interactions. Additionally, Cohere For AI, the company’s dedicated research lab, focuses on advancing machine learning through open-source projects and nurturing a collaborative global research environment. This ongoing commitment to innovation not only enhances their technological capabilities but also plays a vital role in shaping the future of the AI landscape, ultimately benefiting various sectors and industries.

BA Insight transforms the way businesses implement Generative AI technology by providing more than 95 secure connectors that enable smooth integration, enhancement, and expansion of business applications, allowing Generative AI to effortlessly connect with external systems. Our solutions improve the discoverability of content, ensure contextual relevance, and enhance security, which empowers organizations to maximize the benefits of Generative AI while reducing the likelihood of project failures. In addition, BA Insight partners with top-tier platforms like Microsoft, Amazon Kendra, Elastic, NetDocuments, iManage, and Veeva, establishing itself as a trusted ally for organizations looking to elevate their AI capabilities and achieve significant transformation. Through these strategic collaborations, our clients can fully harness their data's potential, fostering innovation and streamlining processes across their operations. As a result, businesses are better equipped to navigate the complexities of the digital landscape and drive impactful change.

AlphaSense stands as the premier provider of market intelligence and qualitative research tailored for businesses and financial institutions. Established more than ten years ago, the company has consistently led the way in delivering extensive market research solutions that empower professionals to enhance their business decision-making processes. In the present day, AlphaSense utilizes cutting-edge artificial intelligence (AI) and natural language processing (NLP) technologies to equip analysts and researchers with precise insights into various companies, industries, and market trends, ultimately driving more informed decisions and strategies.

FAQ Ally is an innovative platform that leverages advanced artificial intelligence to convert your business documents, policies, and data into interactive conversational agents, serving as virtual assistants and intelligent repositories of knowledge. Users can effortlessly upload a multitude of file formats such as PDF, Word, text, CSV, JSON, XML, and HTML, which are then processed with cutting-edge AI methodologies like vector embeddings, pattern recognition, and contextual learning, resulting in an extensive and searchable knowledge management system. With the help of its AI agents, users can retrieve information through natural language interactions via an embeddable chat widget or a RESTful Chat API, making it easy to integrate into websites or bespoke applications. Furthermore, FAQ Ally features AI-powered document search functionalities that employ vector technology to rapidly locate pertinent information, includes role-based access controls for improved security, and guarantees that data management is both secure and encrypted. This revolutionary solution enhances workflows and user experience by offering an intuitive interface that caters to both customers and employees, while also continuously evolving with user feedback to ensure it meets changing business needs. Ultimately, FAQ Ally represents a significant leap forward in knowledge management and user engagement.

Luffy operates as an AI assistant that focuses on integrating with Slack, effortlessly connecting with a company's current tools to build a vibrant memory of its work setting. This enables teams to ask questions, monitor ongoing work, and execute verifiable tasks using connected applications directly within the Slack platform. With its design aimed at improving everyday operational tasks such as generating reports, conducting analyses, creating dashboards, managing follow-ups, overseeing project management, utilizing internal tools, coding, and running campaigns, Luffy is a versatile asset. To maintain security and ensure accountability, vital actions are governed by established permissions, audit trails, workspace governance, and the requirement for human approval. This forward-thinking strategy not only simplifies collaboration but also cultivates a more productive workflow throughout the organization, ultimately enhancing overall efficiency and effectiveness.

Easily drag, drop, and implement customized tools tailored to your specific business needs. Leverage our community's contributions through pre-built workflows to boost your productivity levels significantly. Enrich your workspace with a growing array of nodes, revealing countless possibilities for enhancement. Effortlessly transfer data from point A to point Z with user-friendly drag-and-click connections. Recognize workflows that are monotonous or repetitive as ideal candidates for automation. Gumloop is crafted to address a diverse spectrum of data processing tasks, empowering you to unlock your creative potential. Our sophisticated automation builder enables complex automation, exceeding the capabilities of existing solutions while embedding AI at its core. We aim not just to streamline your workflow but to revolutionize it entirely. You have the option to invite team members to join a Workspace or conveniently share the URL to your automation with them. Effortlessly simplify your complex business processes without requiring any coding expertise. For example, simply input a link to a home listing, and the AI will automatically gather vital information such as pricing, address, and other relevant details, making your workflow more efficient. Furthermore, the platform supports real-time collaboration, which not only improves team efficiency but also encourages innovation and creative problem-solving among members. By integrating these features, Gumloop transforms the way teams approach their projects and tasks.

DocsGPT is Arc53's open-source platform for AI over company documents: assistants that answer with citations, agents that act on business systems, and search across every connected source. It runs where the data must stay: Arc53's EU cloud, a dedicated managed instance, the organisation's own servers, or a fully air-gapped network. It reads PDFs, Office files and scanned documents (with OCR), and syncs content from SharePoint, Google Drive, Confluence, GitHub, S3 and other services. Agents call tools and APIs under per-action approval rules, visual workflows automate repeatable document tasks, and agents can produce Word, Excel, PowerPoint and PDF files. It works with any cloud model (OpenAI, Anthropic, Google and more) or a local model through Ollama or vLLM. Governance includes single sign-on (OIDC), SCIM 2.0 provisioning, role-based access, guardrails, usage quotas and an exportable, append-only audit log. Released under the MIT licence, with 18,000+ GitHub stars.

Introducing GoSearch, an advanced enterprise search platform developed by the creators of GoLinks. GoSearch effortlessly connects with more than 100 applications used by individuals and businesses, providing a cohesive interface empowered by generative AI. This state-of-the-art platform gathers insights from multiple sources, offering a streamlined and informative search experience. Whether you're looking to reset a password or explore the Q4 roadmap, GoSearch functions similarly to Google, highlighting pertinent resources like internal documents, team members, tasks, and chat discussions. By leveraging generative AI, GoSearch delivers thorough answers by summarizing key context and information from both personal and organizational resources. It also helps unveil additional knowledge by connecting you with the right individuals and locations within your company. Equipped with a built-in conversational assistant known as GoAI, GoSearch enhances your search experience by facilitating interactive chats that allow for follow-up inquiries. It can access outputs from your organization’s connected apps while also drawing on external information from ChatGPT. With GoSearch, you can significantly boost your communication efficiency and revolutionize how knowledge is managed within your organization, paving the way for a more informed and productive workplace.

Gemini Enterprise app is a powerful enterprise-grade AI platform that enables organizations to deploy, manage, and scale AI agents across their entire workforce. It integrates seamlessly with popular productivity tools and data sources, allowing users to access and analyze business data through a single interface. The platform supports advanced automation by enabling agents to execute complex, multi-step workflows across multiple applications. It includes prebuilt agents like NotebookLM Enterprise, as well as tools for building custom and third-party agents using a no-code approach. Gemini Enterprise app provides robust security, governance, and compliance features, including data access controls, encryption, and regulatory support. It offers centralized visibility into all agents, workflows, and permissions, ensuring efficient management at scale. The platform is designed to enhance productivity across departments by automating repetitive tasks and accelerating content creation. It also helps break down data silos by connecting multiple data sources into one system. With scalable pricing options and enterprise-grade infrastructure, it supports both small teams and large organizations. Overall, Gemini Enterprise app delivers a unified, secure, and scalable solution for AI-driven business transformation.

PromptX is a powerful enterprise knowledge system that seamlessly unifies data from multiple sources—including SharePoint, Google Drive, email, cloud platforms, and legacy systems—into a centralized and easily searchable repository. With its AI-powered search engine, users can engage in natural, conversational queries and receive fast, context-aware, and verifiable answers that enhance productivity and decision-making. The platform employs automatic data ingestion, semantic tagging, and smart entity recognition to convert unstructured content like files, emails, and URLs into highly organized Knowledge Cards. Additional features such as adaptive prompts, split-chat pathways, collaborative workspaces, and automated agents help streamline complex workflows and improve team collaboration. PromptX can be deployed on any cloud or hybrid environment and supports integration with any large language model (LLM) or external search engine, providing unmatched flexibility and scalability for enterprises of all sizes. Security and compliance are core to the platform, offering granular permissions, single sign-on (SSO), detailed audit trails, and built-in AI governance to maintain control and transparency. Its architecture is designed to handle enterprise-grade data management challenges, ensuring reliable, fast, and secure access to critical business knowledge. PromptX facilitates knowledge sharing and reduces information silos by delivering accurate answers from vast and varied data sources. The platform’s ability to scale and adapt to complex IT environments makes it ideal for organizations undergoing digital transformation. Ultimately, PromptX empowers enterprises to unlock the full value of their data, driving smarter decisions and operational efficiency.

Liminal is a secure AI enablement platform that becomes the place AI happens inside a regulated organization. Employees reach models from Anthropic, OpenAI, Google and other providers through one governed interface, and protection is applied inside the prompt before anything leaves the organization. That design answers a tradeoff most organizations are stuck in. Restrict AI access and employees route around it, taking the exposure somewhere nobody can see. Allow open access and regulated information flows into third-party systems with no record of what went where. Liminal makes the compliant path the convenient one, so there is nothing to route around. Protection happens inside the prompt. Before text leaves the organization, sensitive terms are recognized and handled according to rules the organization defines by data category: replaced with tokens, removed entirely, flagged for the user, or stopped outright. Tokens are swapped back when the response returns, so the employee reads something coherent while the provider never receives the underlying information. Nothing has to be scrubbed by hand. Model choice stays open. Policy-based routing directs traffic without anyone configuring controls provider by provider, and there are no separate contracts or security reviews for each vendor added. Everything is recorded as it happens: which person, which model, which rules fired, what was caught. Auditors and examiners get evidence produced at the moment of the interaction rather than assembled afterward, and the same records can feed existing security tooling so AI activity sits alongside everything else being reviewed. Internal systems connect through MCP, letting people bring real organizational context into their work without copying data into unmanaged tools. Existing permissions carry through. Infrastructure is single-tenant. Authentication runs through SSO with role-based authorization. Organizations in banking, insurance, healthcare, education, g

OutcomeOps operates as a Context Engineering platform specifically designed for software teams in enterprises, facilitating effortless deployment via Terraform right within your AWS account, thus guaranteeing that infrastructure stays private and no data leaves your environment. The platform features two main capabilities rooted in a collective knowledge base: Organizational Intelligence allows for integration with various tools such as GitHub, Confluence, Jira, SharePoint, Outlook, and MS Teams, enabling users to ask questions in natural language and receive responses that are cited and compiled from multiple sources in just seconds. In addition, it provides auto-generated code maps that make your entire codebase searchable, eliminating the need for tedious manual file investigations. AI Engineering takes issues from GitHub and tickets from Jira and transforms them into production-ready pull requests, complete with code, testing, and infrastructure that adhere to your specific Architectural Decision Records (ADRs) and organizational guidelines. This feature goes beyond simple autocomplete; it ensures comprehensive feature generation while maintaining your company's established development practices. Moreover, the platform supports a variety of programming languages, including SAP's ABAP, with feature generation costs averaging between $2 and $4 in AWS Bedrock fees, charged directly to your AWS account. Built for single-tenant environments, it is also equipped for air-gap scenarios, significantly prioritizing both security and efficiency in enterprise operations while fostering a robust development culture.

Lyzr Agent Studio offers a low-code/no-code environment that empowers organizations to design, implement, and expand AI agents with minimal technical skills. This innovative platform is founded on Lyzr’s unique Agent Framework, which is distinguished as the first and only agent framework that integrates safe and dependable AI directly into its core structure. By utilizing this platform, both technical and non-technical individuals can create AI-driven solutions that enhance automation, boost operational effectiveness, and elevate customer interactions without needing deep programming knowledge. Additionally, Lyzr Agent Studio facilitates the development of sophisticated, industry-specific applications across fields such as Banking, Financial Services, and Insurance (BFSI), and enables the deployment of AI agents tailored for Sales, Marketing, Human Resources, or Finance. This flexibility makes it an invaluable tool for businesses looking to innovate and streamline their processes.