Automat-it vs. Amnic

Ask a CFO what the company spent on AI last quarter and you will get a number. Ask which product line it belonged to, whether anyone approved it, or what it earned, and the room goes quiet. FinOpsly was built for that second set of questions. It is an AI Cost Governance platform. AI does not run in isolation, so FinOpsly does not price it in isolation either. A model call pulls warehouse queries, GPU time and storage behind it, and the engineers building the feature are burning licensed seats the whole time. All of that lands in one cost model, mapped to the company's own structure: owner, team, product, business unit, customer. What teams use it for: Pricing a workload before anyone provisions anything. Describe the architecture, get a cost estimate across the stack, and see which assumptions drove it. Compare model options using consumption you have already paid for. Making chargeback something finance trusts. Hierarchies run nine levels or deeper. Tags get standardized across providers that never agreed on a convention. API keys and resources are labeled in bulk from instructions written in ordinary English. Anything still unowned shows up as a dollar figure. Holding the line during the month. Budgets by team, project or key. Anomalies flagged with a root cause and sent to the person responsible. Waste that provider consoles do not catch, found by FinOpsly's own detection models. Idle compute parked on schedules the customer approved, and reversible. Proving the outcome. One chargeback run covering AI, cloud, data and SaaS together. Savings measured against the base-line along with cost-to-serve metrics: cost per active user, per customer served. Customers have moved attributable spend from 68% to 99% inside 90 days and taken a chargeback cycle from 12.4 days down to under one. Built for CIOs, CTOs, FinOps practitioners and the finance teams who sign off on the bill.

The CloudZero Platform is uniquely positioned as the only cloud cost management tool that combines real-time engineering activities with financial data, helping users understand how their engineering decisions affect costs. Unlike typical cloud cost management solutions that focus solely on historical spending, CloudZero is specifically designed to help users recognize variations in costs and the underlying factors that contribute to them. Analyzing total spending can often obscure the identification of cost surges. To overcome this challenge, CloudZero utilizes machine learning technology to detect spikes in specific AWS accounts or services, facilitating proactive measures and informed planning. Aimed at engineers, CloudZero allows for meticulous examination of each line item, empowering users to respond to any questions, whether they stem from anomaly notifications or financial inquiries. This granular approach guarantees that teams retain a comprehensive insight into their cloud financials, ultimately supporting better decision-making and resource allocation. By fostering a deeper understanding of cost dynamics, CloudZero enables organizations to optimize their cloud spending effectively.

Code-Cube.io is an advanced marketing observability platform built to safeguard the accuracy of dataLayers, tags, and conversion tracking across digital environments. It continuously monitors tracking systems to identify issues such as broken tags, missing events, or delayed data collection in real time. By delivering instant alerts, the platform allows teams to resolve problems quickly before they negatively impact campaign performance or analytics reporting. Its automated quality assurance capabilities eliminate the need for manual checks, reducing operational overhead and increasing efficiency. Tools like Tag Monitor provide detailed visibility into tag execution across both client-side and server-side setups, ensuring nothing goes unnoticed. DataLayer Guard enhances this by validating every event, parameter, and value to maintain clean and consistent data streams. The platform supports multi-domain tracking, making it ideal for businesses managing complex digital infrastructures. It helps prevent wasted advertising budgets by ensuring marketing algorithms receive accurate signals for optimization. Code-Cube.io also improves collaboration across teams by offering clear insights into root causes of tracking issues. With enterprise-grade reliability and GDPR compliance, it meets the needs of global organizations. The platform is trusted by leading brands to maintain data integrity at scale. Overall, Code-Cube.io enables businesses to operate with confidence by turning unreliable tracking into a dependable foundation for growth.

Log360 is a comprehensive security information and event management (SIEM) solution designed to address threats across on-premises, cloud, and hybrid environments. Additionally, it assists organizations in maintaining compliance with various regulations like PCI DSS, HIPAA, and GDPR. This adaptable solution can be tailored to fit specific organizational needs, ensuring the protection of sensitive information. With Log360, users have the ability to monitor and audit a wide range of activities across their Active Directory, network devices, employee workstations, file servers, databases, Microsoft 365, and various cloud services. The system effectively correlates log data from multiple sources to identify intricate attack patterns and persistent threats. It includes advanced behavioral analytics powered by machine learning, which identifies anomalies in user and entity behavior while providing associated risk scores. More than 1000 pre-defined, actionable reports present security analytics in a clear manner, facilitating informed decision-making. Moreover, log forensics can be conducted to delve deeper into the origins of security issues, enabling a thorough understanding of the challenges faced. The integrated incident management system further enhances the solution by automating remediation responses through smart workflows and seamless integration with widely used ticketing systems. This holistic approach ensures that organizations can respond to security incidents swiftly and effectively.

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.

Total ETO stands out as an exceptional ERP/MRP solution tailored specifically for custom machine builders, enhancing efficiency, accuracy, and overall profitability. Crafted by engineers, our system aligns seamlessly with the distinct workflows of Engineer To Order manufacturers, including Integrators, Panel Shops, and OEMs. Our innovative solution is designed to: - Enhance engineering efficiency by integrating directly with your CAD systems. - Enable designers to ascertain the cost of the BOM prior to making any purchases. - Monitor changes to the BOM throughout the project lifecycle, ensuring that all information is communicated effectively across departments. - Optimize procurement processes by utilizing Dynamic BOMs that save both time and money. - Accurately capture change order details, encompassing labor, material, and pricing adjustments to avoid any omissions. - Boost precision across your organization, particularly in sales estimates. - Facilitate the routing of parts among various tasks, allowing for comprehensive tracking of both internal and external processes. - Ensure that all parts are inspected, with clear records of who conducted the inspection, thereby enabling prompt follow-up on quality issues arising on the shop floor, in engineering, or concerning purchased components, complete with integrated Non-Conformance Reports. By leveraging our system, you can significantly streamline operations and enhance collaboration among teams.

Grafana Labs provides the leading AI-powered observability platform, built around Grafana—the most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Observability Platforms, Grafana Labs supports more than 25 million users and thousands of organizations worldwide, from startups to Fortune 500 enterprises. Grafana Cloud is the open observability cloud, delivering full-stack visibility across modern applications, infrastructure, and digital services. Built on open source, open standards, and open ecosystems, the platform unifies metrics, logs, traces, and profiles into a scalable observability experience that helps teams detect issues earlier, resolve incidents faster, and operate more efficiently. At the core of Grafana Cloud is the open-source LGTM stack: Grafana for dashboards and visualization, Mimir for scalable metrics, Loki for logs, and Tempo for distributed tracing. Native OpenTelemetry and Prometheus support make it easy to collect telemetry from any environment, while hundreds of integrations connect existing systems and tools—allowing organizations to extend observability without vendor lock-in. Grafana Cloud also introduces powerful AI-driven observability capabilities. Grafana Assistant helps teams explore data, investigate incidents, and troubleshoot faster through an intelligent interface built for engineers. Adaptive Telemetry identifies high-value signals and aggregates the rest, helping organizations reduce telemetry costs while maintaining operational insight. With solutions spanning Kubernetes monitoring, application and infrastructure observability, frontend monitoring, database observability, incident response, synthetic monitoring, and performance testing, Grafana Cloud delivers the clarity teams need to move faster and operate with confidence.

Identity is now the fastest-growing attack surface in the enterprise, and the hardest one to govern. Josys is the AI-native platform that closes that gap: it discovers, governs, and secures every identity, human, machine, and AI agent, across every application you run. Policy-led governance is at the core: define access policies once, and Josys enforces them autonomously, surfacing risk, controlling access, and remediating identity threats in real time without manual intervention. More than 1,000 organizations and MSPs rely on Josys to turn identity risk into an autonomously governed advantage. Visit josys.com to learn more.

Setyl is a cloud-based IT asset and license management (ITAM) software that seamlessly integrates with your current tech stack through 100+ integrations. The platform gives you complete visibility and control over hardware assets and equipment, software licenses, SaaS subscriptions, vendors, users, and spend in one place. Use Setyl to: 1. Gain full visibility over your IT assets and software licenses — the who, what, why, where, and when. 2. Simplify, automate, and scale daily IT operations, including employee onboarding and offboarding. 3. Eliminate wasted IT spend. 4. Prepare for security audits and stay compliant, including with SOC 2, ISO 27001, and more. With its intuitive interface, 100+ out-of-the-box integrations, and support from the Setyl team at every step, the platform is fast to deploy, easy to use, and built for collaboration. Key features include: • IT asset and license inventory • Full asset lifecycle management • Software and SaaS subscription renewal tracking • License rightsizing • Employee onboarding and offboarding workflows • SOC 2 and ISO 27001 compliance • Vendor audits and due diligence • IT spend management • 100+ integrations and API access Integrations include: Microsoft 365 and Entra, Google Workspace and Cloud Identity, Okta, JumpCloud, Intune, Jamf, NinjaOne, Iru, Lansweeper, Tenable, Datto, Addigy, ConnectWise, CrowdStrike, Adobe, Slack, Zoom, BambooHR, HiBob, Factorial, Workday, Personio, NetSuite, Jira Service Management, Zendesk, and more. By consolidating all these functionalities, Setyl helps organizations make informed IT decisions and enhance operational efficiency.

Fraxion is a unified procure-to-pay platform designed specifically for mid-market organizations. It brings purchasing, AP, expense management, and spend visibility together, helping finance teams manage and control company spend from one connected system. The platform supports the entire purchasing lifecycle with automated requisitions and POs, configurable approval workflows, real-time budget and policy enforcement, PunchOut and catalog purchasing, AI-powered invoice processing, spend analytics, payments, and mobile access. Fraxion creates a complete, auditable record of every transaction from the initial request through final payment. Built for the Office of the CFO, it can be adopted incrementally—starting with procurement or AP automation and expanding into a complete procure-to-pay solution without requiring a reimplementation. SOC 2-compliant and integrated with leading ERP and accounting platforms including Sage, Microsoft Dynamics, NetSuite, QuickBooks, and Xero. For more than 20 years, Fraxion has supported organizations across healthcare, life sciences, agriculture, education, and natural resources.