Compare AI Spend vs. LLM Report

StackAI is an enterprise AI automation platform that allows organizations to build end-to-end internal tools and processes with AI agents. It ensures every workflow is secure, compliant, and governed, so teams can automate complex processes without heavy engineering. With a visual workflow builder and multi-agent orchestration, StackAI enables full automation from knowledge retrieval to approvals and reporting. Enterprise data sources like SharePoint, Confluence, Notion, Google Drive, and internal databases can be connected with versioning, citations, and access controls to protect sensitive information. AI agents can be deployed as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, ServiceNow, or custom apps. Security is built in with SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, and data residency. Analytics and cost governance let teams track performance, while evaluations and guardrails ensure reliability before production. StackAI also offers model flexibility, routing tasks across OpenAI, Anthropic, Google, or local LLMs with fine-grained controls for accuracy. A template library accelerates adoption with ready-to-use workflows like Contract Analyzer, Support Desk AI Assistant, RFP Response Builder, and Investment Memo Generator. By consolidating fragmented processes into secure, AI-powered workflows, StackAI reduces manual work, speeds decision-making, and empowers teams to build trusted automation at scale.

CloudZero helps businesses optimize cloud spend with full visibility into costs—so they can reduce wasteful spending and improve their unit economics. Unlike other solutions, we take an engineering-led approach to cost optimization, helping teams understand what drives 100% of their operational cloud spend, empowering them to reduce risk, minimize waste, and maximize profit.

Rippling streamlines HR, payroll, IT, and spend management for global businesses. Effortlessly manage the entire employee lifecycle, from hiring to benefits administration to performance. Automate HR tasks, simplify approvals, and ensure compliance. Manage devices, software access, and compliance monitoring all from one dashboard. Enjoy timely payroll, expense management, and dynamic financial policies, empowering you to save time, reduce costs, and enhance efficiency in your business. Experience the power of unified management with Rippling today.

FinOpsly is an AI-native control plane for managing Cloud, Data, and AI spend at enterprise scale. Built for organizations operating across multiple clouds and data platforms, FinOpsly shifts FinOps from passive reporting to active, governed execution. The platform connects cost, usage, and business context into a unified operating model—allowing teams to anticipate spend, enforce guardrails, and take automated action with confidence. FinOpsly brings together infrastructure (AWS, Azure, GCP), data platforms (Snowflake, Databricks, BigQuery), and AI workloads into a single decision and execution layer. With explainable AI agents operating under policy-based controls, teams can safely automate optimization, trace cost drivers to real workloads, and stop budget drift before it becomes a problem. Key capabilities include: Business-aware cost attribution across products, teams, and services Predictive insight into cost drivers with clear, explainable reasoning Policy-controlled automation to optimize spend without disrupting performance Early detection and prevention of overruns, inefficiencies, and financial drift FinOpsly enables engineering, finance, and platform teams to operate from the same source of truth—turning cloud and data spend into a controllable, measurable part of the business.

Gain full visibility and control over your IT assets, software licenses, usage and spend with Setyl. Setyl is a cloud-based IT asset and license management (ITAM) platform, which connects to your existing systems with 100+ out-of-the-box integrations. Use Setyl to manage all your hardware assets, software applications, SaaS subscriptions, licenses, vendors, admins, users and spend in one place — helping you to: 1. Manage your hardware and software assets in one place. 2. Automate and scale daily IT operations, including employee onboarding and offboarding processes. 3. Identify and cut wasted IT spend. 4. Prepare for your security audit and stay compliant, including with SOC 2 and ISO 27001. With its intuitive interface and low learning curve, the Setyl platform offers a user-friendly experience and facilitates collaboration across your organization. Features include: • IT asset and license inventory • Asset lifecycle management • SaaS subscription, software application and license management • Software renewal tracking • License rightsizing • Employee onboarding and offboarding workflows • ISO 27001 and SOC 2 compliance • Vendor audits and due diligence • IT spend management and reporting • 100+ native integrations and API access • Fully guided support

Modernize your procurement process with Order.co – an easy-to-use procurement software that simplifies every aspect of purchasing for your business. With Order.co you can automate sourcing, purchase requisitions, and PO management while improving spend analytics - all in one customizable platform. Leverage Order.co’s AI powered sourcing technology and exclusive supplier discounts to save an average of 5% on products, and avoid supply chain disruptions with Order.co’s 17K+ vendor network. Customize budget and approval workflows for your business, purchase from your custom product catalog, and pay on flexible terms with your preferred method. Access real-time spend data and insights by user, location, cost center, or vendor for enhanced budgeting, forecasting, and reporting. Order.co works seamlessly alongside any ERP and accounting system, including direct integrations with Quickbooks Online, Sage Intacct, Netsuite, and more to simplify your entire purchase-to-pay process.

Josys is a next-generation Identity Governance and Administration (IGA) solution built to eliminate the manual burden of IT operations. Purpose-built for modern IT departments and Managed Service Providers (MSPs), the platform provides a unified view of the entire identity perimeter, spanning every user, app, and permission level. By turning complex governance into autonomous workflows, Josys handles everything from shadow IT discovery and license rightsizing to automated access audits and lifecycle management. The result is a more secure, cost-effective environment where operational efficiency is the standard, not the goal.

Adaptive Security is OpenAI’s investment for AI cyber threats. The company was founded in 2024 by serial entrepreneurs Brian Long and Andrew Jones. Adaptive has raised $50M+ from investors like OpenAI, a16z and executives at Google Cloud, Fidelity, Plaid, Shopify, and other leading companies. Adaptive protects customers from AI-powered cyber threats like deepfakes, vishing, smishing, and email spear phishing with its next-generation security awareness training and AI phishing simulation platform. With Adaptive, security teams can prepare employees for advanced threats with incredible, highly customized training content that is personalized for employee role and access levels, features open-source intelligence about their company, and includes amazing deepfakes of their own executives. Customers can measure the success of their training program over time with AI-powered phishing simulations. Hyper-realistic deepfake, voice, SMS, and email phishing tests assess risk levels across all threat vectors. Adaptive simulations are powered by an AI open-source intelligence engine that gives clients visibility into how their company's digital footprint can be leveraged by cybercriminals. Today, Adaptive’s customers include leading global organizations like Figma, The Dallas Mavericks, BMC Software, and Stone Point Capital. The company has a world class NPS score of 94, among the highest in cybersecurity.

Wallester is an Estonian-licensed financial institution and has been an official Visa partner since 2018, specialising in innovative digital financial solutions and card issuance. We empower companies across the European Economic Area (EEA) and the UK to streamline payments, launch branded cards, and scale efficiently. What we do: 1. White-Label Solution with Embedded Finance Our White-Label solution enables businesses to integrate financial services directly into their platforms - a concept known as embedded finance. This allows companies to launch branded payment cards tailored to their specific needs, enhancing customer experiences and opening new revenue streams. We ensure a swift time-to-market with simplified integration and dedicated support from our implementation team. 2. Wallester Business: Corporate Expense Management Wallester Business is designed to modernise corporate expense management. It provides companies with instant access to virtual and physical Visa cards, streamlining financial processes through a modern app and comprehensive portal. Features include expense tracking, budget analytics, and seamless integration with accounting systems to enhance financial oversight and efficiency. With a diverse team of over 190 professionals located in Estonia, Latvia, France and the United Kingdom, we are dedicated to developing high-quality, profitable products for our clients. Our passion for innovation drives us to improve and adapt to the evolving financial landscape continuously. We aim to elevate businesses by providing the most advanced financial technologies, enabling them to reach new heights in efficiency and growth. We are always open to collaboration and eager to assist companies in navigating the future of finance.

Cycloid is the leading unified Internal Developer Portal and Platform, built with a GitOps first approach. With our Portal and Platform, you don’t need to start from scratch to get a fully customized solution. We optimize the developer experience and operational efficiency by accelerating the delivery of a developer portal and platform, alleviating the cognitive load on IT teams and advocating for FinOps & Green IT practices. Platform teams design, build and run the platform, enabling end-users to visualize, deploy, manage projects, and interact with cutting-edge DevOps and Cloud automation regardless of skill level, while keeping best practices in place. It can be consumed through the console, in CLI or in API, and is available as SaaS or self-hosted. We are the editor of OSS projects TerraCognita: reverse Terraform; InfraMap: infra diagram; and Terracost: cost estimation. We work with global organizations, US and European public institutions and 6 of the top 10 SI service providers.