Business Software for Google Cloud Platform

Callers.ai is an Agentic Customer Experience Platform built for B2C organizations handling large volumes of customer conversations. It connects inbound service and outbound engagement across voice, chat, email, SMS, and WhatsApp, with customer context carried between interactions. A customer can ask for help on one channel and receive a follow-up on another without the business treating those conversations as unrelated. Callers uses interaction history and information from connected systems to inform responses and next steps. Teams can deploy AI agents for customer support, after-hours coverage, lead qualification, appointment confirmations, onboarding, re-engagement, and retention. Connections to existing CRM, calendar, help desk, and knowledge systems let the platform work within the customer operations stack. People remain responsible for goals, workflows, permissions, and guardrails. Human handoffs carry the context needed to continue the conversation, while reporting helps teams assess results and refine their approach. The Callers team supports enterprise setup, integration, and ongoing optimization. Organizations can begin with one workflow and expand as they validate its performance.

Ops0 stands out as the pioneering AI Infrastructure Operator, enhancing the efficiency of DevOps engineers by a factor of ten. The platform features three distinct AI agents: the Infrastructure Agent identifies unmonitored AWS resources and automatically produces Terraform configurations, drastically reducing migration time from months to mere hours; the Configuration Agent allows users to articulate their infrastructure needs in straightforward language, yielding production-ready Terraform, Ansible, or Kubernetes manifests; and the Operations Agent, known as Hive, continuously oversees Kubernetes environments, promptly detecting incidents, analyzing logs, and recommending solutions to prevent outages from occurring. Furthermore, Ops0 excels in various capabilities, including Infrastructure as Code, Configuration Management, Kubernetes Operations, Policy & Compliance, Workflow Automation, Resource Graphing, and support for multi-cloud environments such as AWS, GCP, and Azure. This comprehensive suite of tools not only streamlines DevOps processes but also enhances overall operational resilience and agility.

1Platform serves as a comprehensive solution in data engineering, analytics, and AI/ML, enabling organizations to consolidate, prepare, and scrutinize data to create actionable insights and business intelligence; it integrates sophisticated data engineering with generative AI, autonomous agents, and business intelligence features, empowering companies to transform unrefined data into quantifiable results and informed strategies. The platform facilitates complete data workflows, encompassing data orchestration, analytical strategies, AI-driven assistants (both agentic and generative), and pre-built machine learning models that enhance insight generation across various domains such as sales, supply chain, finance, and operations, all while simplifying data governance, integration, and readiness processes. Furthermore, Polestar’s ecosystem is enriched with tools designed for AI-enhanced decision support and analytics dashboards, prioritizing a scalable, cloud-capable infrastructure that seamlessly integrates with leading hyperscalers and partners, including Databricks, to establish a robust AI-ready data foundation that can adapt to evolving business needs. This holistic approach ensures that organizations can leverage their data more effectively, driving innovation and competitive advantage in a rapidly changing market landscape.

Umbrella is an advanced financial management platform powered by AI, designed to provide organizations with comprehensive visibility and control over their expenditures across multi-cloud environments, Kubernetes, and SaaS applications. This innovative solution enables teams to identify waste, predict budgets, and enhance cost efficiency through actionable insights rather than relying on traditional manual spreadsheets. By assimilating and linking cloud and usage data, it creates visual representations of cost trends, aligns expenditures with key performance indicators, and monitors savings patterns while incorporating smart anomaly detection that identifies unusual cost increases and sends real-time notifications, allowing teams to respond promptly to potential overruns. Additionally, it features precise forecasting and budgeting tools that facilitate strategic planning, automated suggestions for cutting unnecessary expenses, and multi-tenant management capabilities tailored for managed service providers and large enterprises. Among its various offerings are a cloud pricing comparison tool that assesses costs across AWS, Azure, and GCP, a savings tracker to oversee the effectiveness of optimization measures, and an intuitive natural-language feature called CostGPT, enhancing user interaction and accessibility. Overall, Umbrella empowers organizations to make informed financial decisions while maximizing their cloud investments efficiently.

Truzta is an advanced platform that leverages artificial intelligence to streamline security and compliance automation, enabling organizations to efficiently achieve, sustain, and scale their adherence to key regulatory frameworks like ISO 27001, SOC 2, HIPAA, and GDPR. By automating critical processes such as gap assessments, control implementations, policy creation, evidence gathering, ongoing monitoring, and audit preparedness, Truzta offers a comprehensive dashboard for users. The platform enhances compliance readiness through automated evidence gathering that connects with numerous tools, timely notifications for failing controls, and ongoing penetration testing paired with risk assessments to identify vulnerabilities before they can be exploited. Truzta also encompasses features like secure code reviews, cloud security posture management, API security, automated access evaluations, incident management, third-party risk oversight, and customizable policy templates, significantly minimizing manual tasks and the potential for errors while ensuring that all documentation is always ready for audits. Additionally, it streamlines operational workflows through smooth integrations, organized change management, and centralized reporting, making it an invaluable asset for organizations aiming to enhance their security posture and compliance efforts. Ultimately, Truzta stands out as a solution that not only reduces complexity but also fosters a proactive approach to compliance and security.

Raylu serves as an advanced platform for dealflow and private-market intelligence, utilizing artificial intelligence to streamline and expedite the processes of sourcing, due diligence, and outreach for investment teams by converting unrefined data into organized, actionable insights that align with their unique investment strategies and operational workflows. Unlike conventional research tools, Raylu systematically examines millions of data points from both public and proprietary sources, providing extensive company intelligence that includes firmographics, hiring trends, patent developments, customer sentiment, technical stack characteristics, and other rich signals, all presented with exceptional accuracy and proper citations. This capability allows users to create detailed market maps and uncover specialized opportunities that traditional databases may overlook. Additionally, Raylu improves private market operations through AI-generated outreach that incorporates intricate company insights and a tailored voice specific to each fund, thus enhancing response rates and fostering more significant interactions with founders and prospective targets. As a result, investment teams can make more informed decisions and strengthen their overall engagement strategies.

BuyDRM offers a comprehensive content protection solution that safeguards both streaming and on-demand video through advanced Digital Rights Management (DRM) and forensic watermarking technologies, empowering rights holders to oversee access to their proprietary materials and identify sources of piracy. The platform's KeyOS MultiKey DRM accommodates prominent DRM protocols, including Google Widevine, Apple FairPlay, and Microsoft PlayReady, and is tailored to function seamlessly across diverse business models such as live streaming, ad-supported video, subscription-based VOD, pay-per-view, and FAST (Free Ad-Supported TV) across various devices and operating systems, as well as set-top boxes. Additionally, it can be implemented as a cloud-based service, an on-premise server, or a hybrid managed solution, offering large-scale encryption and license key distribution while ensuring compatibility with packaging and playback processes. This flexibility makes it an ideal choice for businesses seeking robust content protection in an ever-evolving digital landscape.

AllyMatter serves as a centralized knowledge management platform tailored for enterprises, enabling organizations to convert scattered documentation and informal knowledge into a searchable, well-governed, and scalable system that enhances workflows, ensures compliance, and fosters collaboration among various departments. This platform acts as a central repository where teams can archive essential documents such as policies, procedures, SOPs, training materials, and playbooks, all equipped with advanced search capabilities for easy retrieval of information. Additionally, it streamlines workflow automation by incorporating customizable approval processes and notifications, ensuring that changes undergo efficient review and sign-off. The system also maintains comprehensive audit trails, version control, and acknowledgment tracking that document who made changes and when, thereby aiding in compliance efforts. Furthermore, AllyMatter implements role-based access controls and single sign-on (SSO) integration, safeguarding sensitive information while ensuring that it remains accessible solely to authorized personnel. With these features, AllyMatter not only enhances organizational efficiency but also cultivates a culture of knowledge sharing and continuous improvement across all teams.

Maintaining mission-critical systems shouldn't keep you tethered to the past. Rocket® COBOL provides a contemporary development and runtime environment that empowers your enterprise to seamlessly maintain, enhance, and modernize distributed COBOL applications. We bridge the gap between legacy reliability and future innovation, giving your team the tools to deploy low-risk updates to new infrastructure without disrupting everyday workflows. - Seamlessly integrate your existing systems with modern APIs, .NET, and Java platforms. - Transition confidently to cloud, container, and modern IT architectures. - Accelerate development and simplify onboarding for new talent using GenAI-powered insights. Protect your investment while embracing the future of enterprise technology. Partner with us to modernize your COBOL applications today.

Redpanda is a high-performance data streaming platform purpose-built for running AI agents securely across enterprise data ecosystems. Its Agentic Data Plane provides centralized access, governance, and observability for agents operating on real-time and historical data. Redpanda connects hundreds of data sources across on-prem, VPC, and cloud environments into a unified plane. A single SQL query layer allows agents to analyze data in motion and at rest without switching tools. Built-in identity, authorization, and policy controls govern every agent action before it happens. Every interaction is captured in immutable audit logs that can be replayed end to end. Redpanda integrates with open standards like Kafka, Iceberg, SQL, MCP, and A2A, avoiding lock-in. Designed for speed and safety, it enables enterprises to deploy AI agents with confidence. The result is a scalable, governed foundation for autonomous and multi-agent systems.

Adaptive6 is an innovative platform designed for cloud cost governance and optimization, assisting organizations in identifying, fixing, and averting waste in their cloud infrastructure and coding practices. By continuously monitoring multi-cloud environments, PaaS, and Infrastructure-as-Code setups, it reveals numerous inefficiencies, including hidden "shadow waste" that often goes unnoticed alongside the more apparent cost drivers. The platform equips engineers with in-depth context, AI-generated code corrections, remediation scripts, and automated pull requests to streamline the problem-solving process. Moreover, it integrates shift-left cost control measures into CI/CD pipelines, actively signaling and preventing inefficiencies prior to deployment. Automation of remediation workflows is also a key feature, as it pinpoints resource owners and generates tickets or change requests accompanied by technical advice. With its comprehensive dashboard providing enhanced visibility, recommendations for optimizing over-provisioned cloud and Kubernetes resources, policy enforcement capabilities, and tools that foster cultural accountability, Adaptive6 empowers teams to effectively lower their cloud expenditures while promoting sustainable practices. Ultimately, this platform not only enhances financial efficiency but also contributes to a more responsible approach to cloud resource utilization.

Mesh Security represents an advanced cybersecurity solution grounded in Cybersecurity Mesh Architecture (CSMA), designed to consolidate fragmented security data, tools, and infrastructure into a cohesive, real-time adaptive defense system that aids organizations in the ongoing assessment, prioritization, and reduction of risks across various domains, including identities, endpoints, data, cloud, SaaS, CI/CD, and networks. This platform offers comprehensive posture management that persistently detects and contextualizes significant risks and vulnerabilities throughout the enterprise, converts diverse security signals into a dynamic asset graph for enhanced visibility, and facilitates cross-domain threat detection along with automated responses through AI-enhanced anomaly detection and pre-configured detection rules. Additionally, Mesh Security seamlessly integrates with existing security frameworks in just minutes, streamlining remediation processes and minimizing the attack surface without necessitating new infrastructure investments, while also centralizing policy management, playbook execution, and compliance enforcement in hybrid environments. By providing these capabilities, Mesh Security empowers organizations to maintain robust security postures in an increasingly complex threat landscape.

Saptiva serves as a comprehensive AI infrastructure platform designed for organizations to create, deploy, administer, and scale generative AI workloads while maintaining full authority over their operational environments and data governance policies. Tailored specifically for industries with stringent regulatory requirements, it allows for complete ownership of the technology stack, spanning from computational resources to model orchestration and final deployment, all without the risk of vendor lock-in or data exit issues. This flexibility facilitates secure and modular AI operations, whether in cloud, hybrid, on-premises, edge, or completely air-gapped environments. By leveraging its frIdA control layer, Saptiva ensures seamless orchestration, enhanced observability, robust policy enforcement, and automatically scalable computing resources, accommodating the use of open-source, proprietary, or tailored models that can be integrated through APIs, SDKs, and CLIs. The platform places a strong emphasis on enterprise-level security through features like encryption, stringent access controls, workload isolation, and comprehensive logging capabilities. Additionally, it provides essential modular components such as Optical Character Recognition (OCR), document parsing tools, and entity extraction functionalities to streamline production workflows, ultimately enhancing operational efficiency and security for businesses.

ORION is an innovative data security platform designed specifically for AI, replacing outdated rule-based Data Loss Prevention (DLP) methods by autonomously comprehending and overseeing sensitive data transfers across various channels, including endpoints, cloud services, email, SaaS applications, web platforms, storage systems, and more, utilizing intelligent insights rather than fixed policies. By employing advanced context-aware AI agents, it effectively categorizes both structured and unstructured data, tracks data lineage, monitors identity along with environmental indicators, and identifies subtle signs of risky or abnormal activities that may suggest data exfiltration, enabling organizations to avert leaks in real-time while significantly reducing false positives and requiring minimal initial configuration. Furthermore, ORION is adept at continuously adapting to normal business activities and data movements, allowing it to differentiate genuine actions from possible threats, while also integrating seamlessly with identity and CRM systems to provide richer contextual information. In addition, it can optionally assist in policy enforcement for compliance purposes, all the while maintaining a primary focus on intent-aware detection and proactive prevention strategies. This makes ORION not only a powerful tool for safeguarding sensitive information but also a vital component in enhancing overall organizational security infrastructure.

Nutanix Cloud Platform is an enterprise-grade hybrid cloud solution built to run applications and manage data anywhere. It brings together hyperconverged infrastructure, automation, and cloud services into a single, cohesive platform. Organizations use Nutanix to simplify infrastructure management across on-premises, edge, and public cloud environments. Its software-defined architecture enables faster application development and flexible, server-based scaling. Nutanix provides robust data services that improve data mobility, protection, and security. Consistent operations across environments ensure predictable performance and reduced operational risk. The platform supports modern workloads including virtual machines, containers, and databases. Integrated automation and intelligent operations help teams optimize performance at scale. Nutanix Cloud Platform also enhances cost efficiency through governance, metering, and visibility. Overall, it empowers IT teams to modernize infrastructure while maintaining control and agility.

xCloud.host is an innovative cloud hosting and server management solution aimed at making the hosting, deployment, and management of websites, particularly WordPress and PHP applications, accessible without requiring extensive technical expertise or DevOps skills. This platform merges a robust managed control panel with a global cloud infrastructure, enabling users to effortlessly launch, scale, and monitor their servers and sites through features such as one-click application deployment, optimized NGINX/OpenLiteSpeed configurations, staging environments, and both incremental and full backups. Additionally, it offers SSL provisioning, real-time performance and health monitoring, as well as automated security protocols including firewalls and Fail2Ban protection. Users have the flexibility to link their existing cloud provider accounts, such as DigitalOcean, Vultr, and GCP, or choose to utilize xCloud’s managed servers, which allows for centralized management of servers and sites. The platform also includes team access controls, database management tools, file managers, site cloning capabilities, Git repository deployment, and streamlined migration processes, making it a comprehensive solution for modern web hosting needs. Ultimately, xCloud.host is designed to empower users to focus on their content and growth without getting bogged down by technical complexities.

Gemini 3.1 Pro represents the next evolution of Google’s Gemini model family, delivering enhanced reasoning and core intelligence for demanding tasks. Designed for situations where nuanced thinking is required, it significantly improves performance across logic-heavy and unfamiliar problem domains. Its verified 77.1% score on ARC-AGI-2 highlights its ability to solve entirely new reasoning patterns, marking a major leap over Gemini 3 Pro. Beyond benchmarks, the model translates advanced reasoning into practical use cases such as visual explanations, structured data synthesis, and creative generation. One standout capability includes generating lightweight, scalable animated SVG graphics directly from text prompts, suitable for production-ready web use. Gemini 3.1 Pro is available in preview for developers through the Gemini API, Google AI Studio, Gemini CLI, Antigravity, and Android Studio. Enterprises can access it through Gemini Enterprise Agent Platform and Gemini Enterprise environments. Consumers benefit through the Gemini app and NotebookLM, with higher usage limits for Google AI Pro and Ultra subscribers. The release aims to validate improvements while expanding into more ambitious agentic workflows before general availability. Gemini 3.1 Pro positions itself as a smarter, more capable foundation for complex, real-world problem solving across industries.

Netrise is an innovative platform for digital experiences and process automation that allows businesses to effortlessly create, modify, and expand web applications, internal tools, portals, and digital products without the burden of extensive engineering resources. By merging visual development tools with data integrations and automation features in a single cohesive workspace, it enables teams to craft responsive web interfaces and experiences using simple drag-and-drop components. Furthermore, users can seamlessly connect to various internal and external data sources via API connectors, databases, spreadsheets, and SaaS applications, facilitating real-time data flows that enhance dynamic workflows. Netrise also offers robust support for automated logic, user roles, permissions, forms, and multi-step processes, empowering organizations to convert manual tasks into digital formats, standardize their operations, and provide customized digital services for both internal stakeholders and customers alike. This platform not only streamlines the development process but also significantly enhances productivity and user engagement across the board.

Suade is a regulatory technology platform designed to fully automate the process of regulatory reporting for financial institutions, allowing them to navigate complex global compliance demands with enhanced efficiency and precision. By leveraging a data-centric architecture combined with machine learning and natural language processing, it revolutionizes the methods banks use to gather, standardize, and submit their regulatory information. The platform optimizes the entire reporting lifecycle by automating the steps of data preparation, validation, and submission, which minimizes manual involvement and assists organizations in keeping pace with changing standards such as Basel III, PRA, and EBA mandates. Additionally, it establishes direct connections to regulatory portals via APIs, conducts real-time error verification, and preserves comprehensive audit trails that enable firms to monitor each phase of their reporting process. With its unified data model, institutions can map their data just once and apply it across various jurisdictions, facilitating swift adjustments whenever regulatory templates or requirements are revised. This robust approach not only enhances compliance but also allows for a more agile response to ever-evolving regulatory landscapes.

Gemini 3.1 Flash-Lite represents Google’s newest addition to the Gemini 3 family, built specifically for speed and affordability at scale. Engineered for developers managing high-frequency workloads, the model balances performance and cost efficiency without sacrificing quality. It is competitively priced at $0.25 per million input tokens and $1.50 per million output tokens, making it accessible for large production deployments. Compared to Gemini 2.5 Flash, it delivers substantially faster responses, including a 2.5x improvement in time to first token and a 45% boost in output speed. Benchmark evaluations show strong results, with an Elo score of 1432 and leading scores in reasoning and multimodal understanding tests. The model rivals or surpasses similarly tiered competitors while even outperforming some previous-generation Gemini models. A key feature is its adjustable reasoning control, enabling developers to fine-tune how much computational “thinking” is applied to each request. This flexibility makes it ideal for both lightweight tasks like translation and more complex use cases such as dashboard generation or simulation design. Early enterprise adopters have praised its ability to follow instructions accurately while handling complex inputs efficiently. Gemini 3.1 Flash-Lite is currently rolling out in preview within Google AI Studio and Vertex AI for enterprise customers.

Amnic is an innovative FinOps solution that utilizes context-aware AI agents to provide organizations with enhanced visibility and management over their cloud expenditures. By automating the processes involved in cloud cost management, it employs role-specific agents that evaluate usage patterns, identify anomalies, and deliver insights customized for various stakeholders. With robust cloud cost observability features, Amnic allows teams to effectively visualize, analyze, and optimize their infrastructure costs, transforming intricate cloud billing statements into easily understandable actionable data. The tool accelerates cloud financial health assessments, offers insights in natural language, and streamlines reporting processes, thereby minimizing the manual tasks usually associated with FinOps practices. Additionally, its integrated governance mechanisms help track budget variances, ensure proper tagging protocols, and designate ownership, fostering accountability among engineering and finance units. As a result, Amnic not only simplifies financial oversight but also enhances collaborative efforts within organizations.

Pixel is an innovative advertising automation platform powered by AI, designed to create, initiate, and perpetually optimize complete advertising campaigns from just one prompt. Users can input a website link, set a budget and objectives, select a preferred channel, and then observe as the platform autonomously builds audiences, generates creatives, and refines targeting in real time. The system produces tailored ad copy, visuals, and formats for each channel and audience segment, all aligned with the company’s brand identity, before launching the campaigns once they receive approval. Utilizing its patented audience technology, Pixel effectively maps potential buyers across both personal and professional profiles, facilitating cohesive targeting across major platforms like LinkedIn, Meta, Google, and X. Additionally, the platform ensures real-time bid optimization and automatically reallocates budgets toward the channels and creatives that significantly enhance pipeline and revenue, moving beyond mere click metrics. With its robust capabilities, Pixel empowers marketers to achieve their advertising goals more efficiently than ever before.

Reclaim Security is an advanced cybersecurity platform powered by artificial intelligence, designed to autonomously detect and rectify security vulnerabilities within an organization’s current security framework and tools. Rather than merely identifying weaknesses or sending out alerts, it emphasizes automated remediation, enabling security teams to efficiently address misconfigurations, apply security policies, and mitigate risks with minimal manual effort. The platform conducts thorough scans of the organization’s security apparatus, encompassing cloud services, identity management systems, endpoint protection mechanisms, and other defensive measures to uncover deficiencies, poorly configured settings, or ineffective controls that could be targeted by cybercriminals. When vulnerabilities are identified, it evaluates them against real-world attack methodologies and prioritizes the most critical threats. Following this assessment, it suggests appropriate remediation strategies and can automatically implement those adjustments once approved, ensuring that security configurations are consistently optimized and resilient against potential attacks. By streamlining the remediation process, Reclaim Security enhances the overall security posture of an organization.

Tabbit Browser is an innovative web browser that incorporates AI capabilities seamlessly into the online experience, merging browsing, searching, automation, and AI support all in one place. Rather than isolating AI as a standalone chatbot, this browser employs AI tools that are attuned to the context of the webpages, files, and tabs the user is engaging with, enabling a more sophisticated interaction with the content while navigating the internet. Users can enhance the AI's understanding by providing references such as text snippets, screenshots, web pages, or files, which allows the AI to produce targeted answers and insights that are pertinent to what they are currently studying. Additionally, the browser offers the versatility of switching between various advanced AI models like GPT, Gemini, and Claude, empowering users to select the most appropriate model for their specific tasks or workflows. A standout feature of Tabbit Browser is its interactive chat capability with web content; users can highlight text, take screenshots, or refer to pages, prompting the browser to summarize, clarify, or analyze the details without needing to navigate away from the page. This integration of AI not only enhances productivity but also enriches the user’s overall browsing experience.

Beams is a comprehensive SaaS management and work intelligence platform aimed at providing organizations with profound insights into the utilization of digital tools, time management, and resource allocation throughout their workflows. By examining activities within workplace applications, it produces actionable insights that enable companies to discern the extent of tool adoption, identify inefficiencies, and uncover areas of unnecessary expenditure. Through the collection of usage data across various operating systems, browsers, and integrated work applications, Beams offers a cohesive overview of the organization’s software landscape, revealing redundant subscriptions, underused licenses, and overlapping tools that may be streamlined to cut costs. Additionally, it features capacity planning tools that evaluate team schedules, meetings, and focus periods, allowing managers to gauge how employee time is allocated and ascertaining whether teams possess the necessary resources to complete projects in a timely manner. This multifaceted approach not only enhances operational efficiency but also empowers organizations to make informed decisions regarding their digital tool investments.