Compare Toolspend vs. ZenLLM

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.

Around 25 million engineers work across dozens of distinct functions. Engineers are using New Relic as every company is becoming a software company to gather real-time insight and trending data on the performance of their software. This allows them to be more resilient and provide exceptional customer experiences. New Relic is the only platform that offers an all-in one solution. New Relic offers customers a secure cloud for all metrics and events, powerful full-stack analytics tools, and simple, transparent pricing based on usage. New Relic also has curated the largest open source ecosystem in the industry, making it simple for engineers to get started using observability.

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 that 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: 1. Manage both hardware and software assets in one place. 2. Automate and scale daily IT operations, including inventory management and 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 management • IT spend management and reporting • 100+ native integrations (Microsoft, Google, MDM, RMM, IAM, HR, helpdesk tools, and more) • API access • Fully guided support

Josys is an AI-native identity security and governance platform built for the age of enterprise AI. As AI adoption accelerates, identity has become the fastest-growing attack surface and the hardest to govern. Josys discovers, governs, and secures every identity in the enterprise, human, machine, and AI agent, across every application. Its policy-led model lets security and IT teams set access policies once and enforce them autonomously: risk gets surfaced, access gets controlled, and identity threats get remediated in real time, with no manual oversight required. Over 1,000 organizations and MSPs worldwide trust Josys to turn identity from a liability into an autonomously governed advantage. Learn more at josys.com.

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.

Insightful is a Work Intelligence platform that helps organizations understand how work actually happens across people, processes, and AI, so they can improve performance, optimize workflows, and reduce operational waste. When work is spread across people, locations, and tools, small gaps add up fast. Time goes missing. Work slows down. Problems surface late. Insightful brings this together in one platform, built to help organizations optimize People, Process, and Technology through three core capabilities: 1. Workforce Analytics: Measure workforce productivity, utilization, and performance with real-time visibility into how work gets done. 2. Workflow Optimization: Identify bottlenecks, eliminate inefficiencies, and optimize workflows across teams and processes. 3. Work Intelligence: Measure AI adoption, usage, and business impact to maximize the ROI of your AI investments. With Insightful, you can: • Understand how work happens across teams, processes, and AI • Spot drops in utilization and output early • Track AI adoption, usage, and business impact • Arrange a custom layout with widgets to surface the KPIs and insights most relevant to your role • See where work slows, stalls, or creates rework across workflows • Compare performance across teams, roles, or locations • Use real activity data to review work and resolve disputes • Automate time tracking and reporting This is not just another monitoring tool. It’s a precision Work Intelligence for actionable bottom line impact. You get clear data you can use in weekly reviews, planning, and day-to-day decisions. Teams choose Insightful because it delivers strong visibility and control without the cost or complexity of heavier tools.

Pensero is a cutting-edge platform that leverages AI to enhance observability and performance analytics, designed specifically for engineering teams and their leaders to gain a deeper understanding of software development processes. It automates the collection and integration of "work signals" from existing tools utilized by your team, including code repositories, issue trackers, and communication platforms, translating disjointed activities into granular insights. These insights are then converted into objective metrics, live dashboards, and comprehensive reports that not only reflect the volume of work completed but also factor in complexity and workflow dynamics. With Pensero, you gain immediate visibility into ongoing projects, contributions from team members, and the overall flow of work within the organization, as well as how team productivity aligns with strategic roadmaps and business objectives. Its seamless integration and scalability enable teams to swiftly transform raw data from various tools into actionable insights that drive performance improvements. Ultimately, Pensero empowers organizations to optimize their software development efforts more effectively than ever before.

Pylon's intuitive design software allows you to create accurate proposals from anywhere, in less than 2 minutes. Pylon is the only software that allows you to view high-resolution imagery within your app. Pylon's award winning 3D Solar Shading toolkit helps you identify and track shading impacts throughout the year. Pylon's load profile analysis and interval data analysis will help you and your team to better understand customer consumption patterns. Analyze load profiles & interval data. You can close more solar proposals by using interactive Web & PDF proposals and native eSignatures. Fully integrated solar CRM that integrates with your solar design software to convert proposals. Pylon Solar CRM offers 2-way SMS and email communications, team management, lead management and pre-made deal pipelines.

Statseeker is a powerful network performance monitor solution. It's fast, scalable, and cost-effective. Statseeker requires only one server or virtual machine to be up and running in minutes. It can also discover your entire network in under an hour without any significant impact on your bandwidth availability. It can monitor networks of all sizes, polling upto one million interfaces every sixty second, and collecting network data like SNMP, ping, NetFlow (sFlow, and J-Flow), sylog and trap messages, SDN configuration, and health metrics. Statseeker performance data are never averaged or rolled up. This eliminates the guesswork when it comes to identifying over- and underestimated infrastructure, root cause analysis, capacity planning, and other tasks. Statseeker's complete data retention means the in-built analytic engine can accurately detect anomalies in performance and forecast network behaviour months in advance. This allows network admins to plan and perform cost-effective, preventative maintenance, instead of fire-fighting problems as they occur. Statseeker's dashboards and out-of-the box reports allow you to troubleshoot and fix problems in your network before users are aware.

Assembled combines AI agents with advanced workforce management to give support teams the speed, flexibility, and control they need to excel. Our platform streamlines staffing for both in-house and outsourced teams, delivers forecasts with over 90% accuracy, and automates more than half of customer conversations. Whether it’s chat, email, or voice, Assembled orchestrates every interaction, allocating work between AI and human agents in real time. Leading brands like Stripe, Canva, and Robinhood rely on Assembled to boost performance and turn support into a growth driver. Key capabilities include scheduling, forecasting, live performance monitoring, vendor management, AI-powered chat, voice, and email agents, plus an AI Copilot that provides instant guidance, suggested responses, and rapid action tools for agents.