Alternatives to Fig
Compare Fig alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Fig in 2026. Compare features, ratings, user reviews, pricing, and more from Fig competitors and alternatives in order to make an informed decision for your business.
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1
Drift
Salesloft
Drift is a conversational marketing platform designed to help businesses engage website visitors and convert them into qualified sales opportunities. The platform uses AI-powered chat agents to start real-time conversations with prospects directly on a company’s website. Drift helps marketing and sales teams identify high-intent buyers, answer questions instantly, and guide visitors toward booking meetings or speaking with a representative. By replacing traditional forms with interactive conversations, businesses can improve the buying experience and accelerate lead qualification. Drift also provides insights into website visitor behavior, helping teams understand which prospects are most likely to convert. The platform integrates with existing sales and marketing tools to support a seamless revenue workflow. By combining real-time engagement with buyer insights, Drift helps companies generate more pipeline and close deals faster. -
2
Rosentic
Rosentic
Rosentic is a deterministic code analysis and coordination tool designed to prevent integration failures in environments where multiple developers or AI coding agents work in parallel on the same repository. It integrates directly into CI/CD pipelines and evaluates every pull request against all other active branches, rather than only comparing changes to the main branch. This approach enables it to detect logical conflicts, such as API breaks, schema drift, or function signature mismatches, that traditional tools and git merge checks cannot identify. It operates as a static analysis engine that parses code structure, extracts relevant symbols, and performs precise cross-branch compatibility checks, ensuring that changes in one branch do not silently break code being developed elsewhere. It delivers deterministic results, meaning the same repository state always produces the same findings, and provides exact file paths, line numbers, and explanations.Starting Price: Free -
3
Prelint
Prelint
It’s a non-negotiable that shipped code matches product specs, not just that it passes code review. When AI agents move autonomously and fast, code drifts from specs, business rules, and compliance expectations. That drift shows up as rework, missed deadlines, and features that technically work, but break how the product should behave. prelint reduces that drift. It synthesises your specs, tickets, emails, call transcripts, and meeting notes into a product knowledge graph and checks every pull request against those decisions before it merges, so you see which changes quietly contradict the spec while there is still time to adjust. You spend less time re‑opening tickets, fixing last minute issues, or rolling back work that should never have shipped.Starting Price: $30/committer/month -
4
StatusDrift
ApptlySoft
StatusDrift is an uptime monitoring platform that watches your websites, APIs and infrastructure around the clock and alerts you the instant something drifts. Set up monitors in seconds with support for HTTP, HTTPS, ping, TCP port, SSL certificate expiry and keyword checks, all running from multiple regions so you can distinguish a real outage from a local blip. When a problem is detected, StatusDrift opens an incident automatically and gives you a full timeline - which regions were affected, how response times changed, and how long the issue lasted. You can acknowledge, investigate and resolve incidents right from your phone. Plan maintenance windows ahead of time so alerts stay quiet and your team knows exactly what's happening. The dashboard rolls up everything into a single view: monitors up, down, warning, paused or with expiring certificates, plus your latest incidents.Starting Price: $9/month -
5
Netra
Netra
AI agents fail silently in production. Wrong answers, broken loops, cost spikes, behavior drift after a prompt change, and no stack trace to explain why. Netra gives engineering teams full visibility into every agent decision. Trace every LLM call, evaluate quality automatically, simulate edge cases before launch, and manage prompts with complete version history. Built on OpenTelemetry so setup takes minutes, not days. SOC2 Type II certified. GDPR and HIPAA compliant. US and EU data residency. Integrates with: LangChain, LangGraph, CrewAI, LlamaIndex, OpenAI, Anthropic, Gemini, AWS Bedrock, and 30+ more.Starting Price: $39/month -
6
Spectrum
Spectrum Security
Spectrum enables security teams to manage the full detection lifecycle, across any SIEM, data lake, or tool. From identifying what needs to be detected, to building it, deploying it, and making sure it keeps working. Spectrum continuously monitors your threat coverage against real-world threats, internal findings, and the realities of your environment, surfacing the gaps that matter. Emerging threats. Coverage gaps. Red team findings. Custom apps. Spectrum analyzes them all and builds a detection strategy tailored to your environment and stack. It authors production-grade detections customized to your environment and data. Across any source, from strategy to deployment-ready, automatically. It continuously monitors every deployed detection, identifies drift, tunes for accuracy, and keeps coverage healthy through any change. No silent failures. -
7
Metaplane
Metaplane
Monitor your entire warehouse in 30 minutes. Identify downstream impact with automated warehouse-to-BI lineage. Trust takes seconds to lose and months to regain. Gain peace of mind with observability built for the modern data era. Code-based tests take hours to write and maintain, so it's hard to achieve the coverage you need. In Metaplane, you can add hundreds of tests within minutes. We support foundational tests (e.g. row counts, freshness, and schema drift), more complex tests (distribution drift, nullness shifts, enum changes), custom SQL, and everything in between. Manual thresholds take a long time to set and quickly go stale as your data changes. Our anomaly detection models learn from historical metadata to automatically detect outliers. Monitor what matters, all while accounting for seasonality, trends, and feedback from your team to minimize alert fatigue. Of course, you can override with manual thresholds, too.Starting Price: $825 per month -
8
LayerLens
LayerLens
LayerLens is an independent AI model evaluation platform for understanding how models perform through verified results across benchmarks, prompt-level results, agentic benchmarks, and audit-ready comparisons across vendors. It helps teams compare more than 200 AI models side by side, with transparent benchmarks, model comparison tools, and consistent evaluation methods for accuracy, latency, behavior, and real-world applicability. LayerLens is built for deep model analysis through Spaces, where teams can group benchmarks and evaluations, explore task strengths, and track performance patterns in context. It supports continuous evaluation by running ongoing evals across model versions, prompt changes, judge updates, and live traces, helping teams detect quality regressions, drift, silent failures, contamination, and policy issues before they affect production. -
9
Axiamatic
Axiamatic
Axiamatic is an AI-native control plane for enterprise transformation, designed to help transformation teams see, decide, and act at every step of complex programs. It continuously maps live program work into a shared context, building an always-on digital twin that preserves every decision, rationale, dependency, artifact, and signal as work evolves. It ingests and analyzes structured and unstructured data across enterprise systems, documents, tickets, workshops, conversations, and meetings, creating a Living Context Graph that keeps full program context available instead of reducing reality to static status summaries. Specialized transformation agents detect structural breakdowns as they form, including translation loss, cross-stream drift, scope drift, missed requirements, dependency conflicts, stakeholder misalignment, and emerging change resistance. -
10
Orchestra
Orchestra
Orchestra is a responsibility detection system for agencies and team leads. It connects to Slack and automatically extracts commitments from conversations and then tracks whether those commitments have an owner, whether ownership is decaying, and whether work is silently failing. Unlike task managers, you don't enter work manually. Orchestra observes what already happened. Unlike CRMs, it doesn't track relationships; it tracks responsibility. Key capabilities: unowned work detection, drift scoring, ownership lifecycle tracking, At Risk alerts, client-level conversation threads, and cross-channel commitment correlation.Starting Price: $29/month/user -
11
Drift.ai
Drift.ai
Drift is an AI-powered Excel analysis tool designed to help professionals gain deeper insights from financial models and spreadsheets. The platform enhances traditional Excel workflows by making complex models easier to understand, analyze, and query. Drift allows users to ask questions about their spreadsheets and receive contextual insights that support better decision-making. It can detect issues, highlight key drivers, and summarize insights across large multi-tab financial models. The platform also allows users to integrate external context such as documents, reports, and market data alongside their spreadsheets. Drift can write analytical outputs directly back into Excel, ensuring insights remain actionable within the original model. By transforming static spreadsheets into interactive analysis tools, Drift helps teams work faster and make more informed financial decisions. -
12
Uplift
Uplift
For a decade, knowledge workers have been the glue between tabs - copy from here, paste there, repeat. Even with AI chat, they are still the middleman, just a faster one. Uplift ends that. You describe the routine you want automated in plain language. Uplift shows you a map of what it understood, builds the agent, and runs it across the tools your team already uses, like Salesforce, HubSpot, Gmail, Google Sheets, and Slack. Then Uplift keeps it alive: when a model changes, an API drifts, or something breaks at 2am, that is Uplift's problem, not yours. No node-based logic. No flowcharts. No consultants. Your team describes the outcome. The building, monitoring, and maintenance sit with us. Built for the teams that drive growth across sales, marketing, operations, and HR. -
13
AristotleInsight
Sergeant Laboratories
Today’s organizations need immediate and accessible situational awareness to their risk posture. AristotleInsight® is the only dynamic machine learning platform that provides alerts and reports from the process to the user level on all threats. AristotleInsight’s advanced machine learning platform UDAPE® tracks these changes and provides the diagnostics needed to track the threats. From insider threats, APT detection, and Active Directory drift to vulnerability & configuration failures, AristotleInsight is a revolution in cyber diagnostics. Bridging the gap between SecOps and DevOps, AristotleInsight removes all assumptions and guesswork from your risk profile. AristotleInsight’s advanced reporting capabilities provide the functionality that both cybersecurity specialists and sysadmins demand: usability, accessibility, and historical automated reporting. -
14
AvonAI
AvonAI
AvonAI keeps your AI agents aligned with your business by monitoring every customer conversation, controlling every interaction, and helping teams trust every outcome at scale. Your agents are live, handling real conversations with real customers, but agents do not manage themselves: they go off-script, drift from policies, and cannot keep up with business changes on their own. AvonAI reads every interaction and surfaces only the ones that matter, including policy violations, hallucinations, missing disclaimers, and other behavioral drift, so teams can find and fix risks in hours instead of weeks. It lets operations teams update agent knowledge and steer behavior in plain language, with no code and no developer ticket, while showing exactly what will change and allowing validation before anything goes live. AvonAI continuously tests agents against business directives, so the moment a model, prompt, or knowledge source changes, teams know whether the agent still behaves as intended. -
15
Azure Automanage
Microsoft
Azure Automanage offers a unified solution to simplify IT management. With point-and-click simplicity, automate operations and apply consistent best practices across the entire lifecycle of Windows Server and Linux servers in Azure or in hybrid environments enabled by Azure Arc. Automated best-practice configuration of virtual machines in Azure or hybrid environments through Azure Arc. Proactive drift detection and remediation for improved workload uptime. Automatically applied security baselines for continuous management and security. Improve workload uptime by proactively detecting and automatically remediating drift if machines diverge from the desired configuration state. -
16
SlideDrift
SlideDrift
SlideDrift helps professionals turn ideas, articles, notes, and source material into polished LinkedIn carousel posts. Instead of starting from a blank canvas, you paste a URL, rough idea, draft, or transcript and get an editable carousel deck with a clear slide sequence. Each carousel can be edited before publishing: adjust the copy, change the layout, apply brand styling, add visuals, and export as a LinkedIn-ready PDF or PNG files. SlideDrift is built for founders, marketers, consultants, creators, agencies, and small teams who want to publish useful professional content without spending hours designing every slide manually.Starting Price: $29/month -
17
Kantoku
Kantoku Pte. Lte.
Comprehensive approach to overseeing access lifecycle for privileges granted on assets and periodic reviews. This includes self-service requests and automated processes with drift configuration detection.Starting Price: $99 per month -
18
Bitdive
Bitdive
BitDive is a zero-code quality and test automation platform for Java, Kotlin, Spring Boot and other JVM-based applications that captures real executions and converts them into reusable, deterministic test scenarios you can replay in CI, staging or on a developer machine without writing or maintaining test code. BitDive runs as a lightweight library dependency and records full context from real traffic including HTTP/gRPC requests and responses, method calls, SQL queries with parameters and results, service interactions and timings, enabling deep method-level observability, distributed tracing, performance profiling and semantic drift detection. Its capture-replay-verify loop lets teams automatically generate regression suites and JUnit tests from actual executions, reproduce and debug production bugs locally with full execution chains, eliminate fragile mocks and flaky tests, and validate behavior changes before deployment. BitDive also visualizes service maps and heatmaps.Starting Price: Free -
19
ConfigCobra
ConfigCobra
ConfigCobra is a CIS-certified SaaS that automates security compliance assessments for Microsoft 365 using the CIS Microsoft 365 Foundations Benchmark. It scans your tenant against CIS controls, detects configuration drift, and provides clear, actionable remediation guidance for every finding. Customers can run on-demand assessments or schedule recurring scans for continuous compliance monitoring, and generate CIS-certified, audit-ready PDF reports with evidence. ConfigCobra integrates with Microsoft Entra ID for secure access and uses Microsoft APIs to evaluate tenant configuration without making changes.Starting Price: $2/user/month -
20
Drift
Drift Protocol
Despite the decentralized nature of crypto, centralized derivatives exchanges still remain dominant - they're already fast, familiar and reliable. So far, the DEX trading experience hasn't met that standard. Slippage is high for large orders, transferring funds between platforms is subject to massive gas fees, and low liquidity leads to poor pricing. Drift’s goal is to bring a state-of-the-art trader-centric experience from centralized exchanges on-chain. We're a team of experienced traders and builders from DeFi and traditional finance working together to make this a reality. Powered by Solana’s low latency blockchain. Take multiple positions using a single pool of collateral. Immediate liquidity from listing. Trade instantly. When you trade against Drift’s vAMM, you know exactly the price you transact at. -
21
Sandfly Security
Sandfly Security
Trusted on critical infrastructure globally, Sandfly delivers agentless Linux security with no endpoint agents and no drama. Instant deployment without compromising stability or needing endpoint agents. Sandfly is an agentless, instantly deployable, and safe Linux security monitoring platform. Sandfly protects virtually any Linux system, from modern cloud deployments to decade-old devices, regardless of distribution or CPU architecture. Besides traditional Endpoint Detection and Response (EDR) capabilities, Sandfly also tracks SSH credentials, audits for weak passwords, detects unauthorized changes with drift detection, and allows custom modules to find new and emerging threats. We do all of this with the utmost safety, performance, and compatibility on Linux. And, we do it without loading agents on your endpoints. The widest coverage for Linux on the market. Sandfly protects most distributions and architectures such as AMD, Intel, Arm, MIPS, and POWER CPUs. -
22
CloudKnit
CloudKnit
Open-source progressive delivery platform for managing cloud environments. It comes with dashboards to help visualize environments and observe them. Easy to read YAML format to define entire environments in a declarative way. Define entire environments using the declarative format. It enables organizations to define entire environments in a declarative way, Provision them, detect and reconcile drift, and teardown environments when no longer needed. It also comes with dashboards to help visualize environments and observe them. Environment as Code (EaC) is an abstraction over cloud-native tools that provides a declarative way of defining an entire environment. It has a control plane that manages the state of the environment, including resource dependencies, and drift detection and reconciliation. CloudKnit is an open-source progressive delivery platform for managing cloud environments. We currently support easy to use YAML format for the environment definition. -
23
Otter by Inedo
Inedo
Otter helps you provision and configure your servers automatically, without ever needing to log-in to a command prompt. You can define reusable sets of configuration called roles, and then scale your infrastructure by simply assigning these roles to any number of servers. Let everyone on your team run complex scripts with a custom GUI that you develop around your script parameters. Enable anyone to develop advanced, multi-server orchestrations without needing advanced coding skills. Define desired states of configuration for your servers, detect “drift” from their actual configuration, and re-configure as needed. CI/CD for Infrastructure & Configuration Management. Read the guide to learn how you can deliver infrastructure changes using CI/CD pipelines with Otter and BuildMaster.Starting Price: $2,995/year -
24
LinuxGuard
LinuxGuard
LinuxGuard is a Linux-native Identity & Access Management platform that maps every identity, privilege path, and access relationship across Linux fleets in real time, surfacing risks that SIEM and EDR tools miss. It inventories every user, group, SSH key, sudo rule, PAM config, and service account, mapping multi-hop escalation routes to root. Each account receives a 0-100 risk score. Non-Human Identities are classified with ownership mapping. The platform generates MITRE ATT&CK-mapped findings, detects configuration drift against approved baselines, and analyzes SELinux policy continuously. Automated response locks accounts, disables SSH keys, and revokes sudo, gated by approval thresholds with auto-rollback. Compliance scoring covers NIS2, DORA, SOC 2, CIS, NIST, PCI-DSS, ISO 27001, and HIPAA with exportable evidence packs. An eBPF agent delivers 1.2-second change detection. Integrates with Splunk, Jira, Slack, and Microsoft Teams. -
25
Whisperr
Whisperr
Whisperr is an autonomous retention platform for subscription businesses. It monitors user behavior, detects when customers begin to drift, creates personalized messages in the company’s voice, delivers them through the most appropriate channel, and learns from the outcome. Unlike traditional tools that require teams to build audiences, write copy, and schedule campaigns manually, Whisperr runs the retention loop automatically while keeping teams in control through approval and oversight.Starting Price: $299/month -
26
AutoCloud
AutoCloud
Maintain visibility into multi-cloud security, compliance, cost, and drift with automated infrastructure diagrams, change tracking, and a GraphQL API. After an easy, agentless onboarding, AutoCloud continually gathers and standardizes your multi-cloud, multi-environment data, then provides a variety of methods to interact with it. Even small updates can cause unexpected application outages, performance degradation, or security incidents that take days to track down. Spot where problems were first introduced with "git diff" for your cloud Prevent incidents and stay on top of configuration drift with intelligent alerts. Digging through static, text-heavy security and compliance reports to find actionable information. Cross-referencing information from multiple third party tools with provider consoles. AutoCloud's custom visualization engine makes gathering insights easy.Starting Price: $1500 per month -
27
Moxie Docs
Jackalope Digital
Moxie Docs is an automated tool aimed at creating and maintaining documentation for GitHub repositories. It generates searchable documentation directly from the source code of a GitHub repository, making it easy to keep documentation up to date and consistent with the latest changes in the codebase. Moxie Docs also integrates with AI development tools such as Claude, Cursor, Gemini, and Copilot. It identifies codebase conventions and spots existing documentation gaps when a repository is connected. The MCP server provides agents with tools for fetching codebase context, conventions, and docs - allowing you to save tokens by improving output and getting code right the first time. The tool delivers source-cited documentation as a PR for review, ensuring that all PRs are kept in alignment automatically. Moxie Docs detects changes, or 'drifts', in the codebase when new merges are made and flags any corresponding documentation that needs to be updated.Starting Price: $29/month -
28
ReccordSOP
ReccordSOP
ReccordSOP turns screen recordings into clear, structured standard operating procedures. Record a task once and it transcribes the walkthrough, captures a screenshot for each step, and writes a sequential guide with prerequisites, an owner, and a review date. You can also generate an SOP from notes or a transcript. Its drift detection compares a fresh recording against the existing SOP and reports exactly what changed, so procedures never quietly go out of date. Freshness scores and stale-SOP email alerts keep every document current. Department roles route the right SOP to the right people. Assign required reading with read receipts, or dispatch an SOP as a live checklist your team completes step by step and repeats weekly or monthly. A built-in AI assistant answers questions from your own SOPs, and any SOP exports to PDF, Word, HTML, or Markdown, or shares by private link. Built for Shopify DTC operations, support, and marketing teams.Starting Price: $19/month -
29
Arpio
Arpio
Protect your critical applications from outages and ransomware attacks with automated cross-region, cross-account disaster recovery for your AWS cloud. Maintain operational continuity during cloud outages with minimal disruption. Recover safely from ransomware attacks without giving in to ransom demands. Whether it's insider threats or outside hackers, your business will always be able to recover. For security pros guarding the fort, Arpio is the ace up your sleeve. With Arpio, you’re prepped with a recovery environment your adversaries can’t touch, ready to switch on like a backup generator. No automation to write, and no AWS docs to decode. You can have DR in place today. Automatic replication, change detection, and real-time alerts. This is your DR on autopilot. Recover quickly from outages. Recover safely from ransomware. Unlike traditional DR tools, Arpio recognizes and replicates everything your cloud workloads need to run.Starting Price: $12,000 per year -
30
StratoLens
StratoLens
Every Azure estate drifts. Costs creep too slowly to trip an alert, access accumulates one exception at a time, and resources outlive their projects. Nothing is technically misconfigured, so nothing gets flagged, and you find out at month-end or at audit time. The tools that promise to fix this all demand the same trade: send us your infrastructure data. For many organizations that is uncomfortable. For regulated ones it is impossible. StratoLens refuses that trade. It deploys from the Azure Marketplace into your own tenant in under 15 minutes and scans your estate from the inside: cost, access, and every change, across every subscription. Findings arrive ranked by what they cost you, with the cause attached. Your infrastructure data never leaves your tenant, because there is no StratoLens cloud for it to go to. One customer found $14,100 a year of orphaned-resource waste in their first few hours. Every feature is on every plan. 28-day free trial.Starting Price: $199/month -
31
Zerto
Zerto
Zerto helps customers accelerate IT transformation by eliminating the risk and complexity of modernization and cloud adoption. By replacing multiple legacy solutions with a single IT Resilience Platform, Zerto is changing the way disaster recovery, backup and cloud are managed. At enterprise scale, Zerto’s software platform delivers continuous availability for an always-on customer experience while simplifying workload mobility to protect, recover and move applications freely across hybrid and multi-clouds. Zerto is trusted by over 6,000 customers globally and is powering resiliency offerings for Microsoft Azure, IBM Cloud, AWS, SunGard AS and more than 350 cloud services providers. Learn more at www.zerto.com -
32
Drift
Drift
Drift is a free, open source, privacy-first screen recording studio that runs entirely in your browser or as a native Windows app and delivers cinema-grade video capture with automatic and manual zoom effects to highlight cursor movement and key content in recordings. It lets you start recording directly in the browser without downloads or admin rights, select your screen, add smooth auto-zoom or manual zoom effects, and export polished videos, currently in WebM format with MP4 and GIF planned, all without subscriptions or telemetry, keeping all processing local and secure. Drift’s simple three-step workflow (download, extract, and run the .exe) makes it accessible on Windows, while the browser version offers instant recording. It is designed to eliminate complex installations and subscription costs typical of other screen capture tools, provide engaging cinematic focus during recordings, and support creators in producing tutorials, demos, presentations, etc.Starting Price: Free -
33
NexaStack
NexaStack
Provide resources according to the requirement and scale with ease. Plan and Implement your Infrastructure as code with the same workflow across multiple cloud providers. Automated configurations and pipelines, for standardization and decreased configuration drift. Creates a code Git-based source code repository for each workflow facilitating Infrastructure audibility. Supports for Terraform, Ansible, Helm features to empower teams to build and provision highly efficient Infrastructure. Connect ready-made modules to configure in the workflows of IaC. Enterprises minimize issues at deployment, safety prospects and decrease configuration drift with NexaStack. Empowers enterprises to minimize issues at deployment and faster time to production. Effortless Infrastructure Audit and Decreased Configuration Inconsistency. Faster time to Setup Infrastructure and scale resources effortlessly.Starting Price: $20 per month -
34
Puppet Enterprise
Perforce
Perforce Puppet is an enterprise platform for secure infrastructure automation and governance. Built for platform, DevOps, and security teams, it enables organizations to define and enforce desired state across infrastructure, automate remediation, and scale with confidence. With policy-driven automation and support for both agent-based and agentless workflows, Puppet reduces manual effort while supporting continuous compliance across complex environments. Puppet helps teams detect configuration drift, apply hardened configurations through automation, and remediate vulnerabilities faster across hybrid and multi-cloud infrastructure. Backed by enterprise support and SLAs, it delivers consistent, auditable control to reduce risk and maintain operational integrity at scale.Starting Price: $120 per month -
35
ConformScan
ConformScan
ConformScan automatically scans AWS, Azure and GCP cloud infrastructure for EU compliance. 270 automated checks across NIS2, DSGVO/GDPR, BSI C5, ANSSI, CIS and ISO 27001. Features: drift detection, scheduled scans, Jira/ServiceNow, API keys for CI/CD, PDF reports, EN/DE/FR. Built for CISOs, DevSecOps and compliance officers.Starting Price: €100/month (Professional) -
36
PipeCD
PipeCD
A unified continuous delivery solution for multiple application kinds on multi-cloud that empowers engineers to deploy faster with more confidence. A GitOps tool that enables doing deployment operations by pull request on Git. Deployment pipeline UI shows clarify what is happening. Separate logs viewer for each individual deployment. Real-time visualization of application state. Deployment notifications to slack, and webhook endpoints. Insights show the delivery performance. Automated deployment analysis based on metrics, logs, and emitted requests. Automatically roll back to the previous state as soon as analysis or a pipeline stage fails. Automatically detect configuration drift to notify and render the changes. Automatically trigger a new deployment when a defined event has occurred (e.g. container image pushed, helm chart published, etc). Support single sign-on and role-based access control. Credentials are not exposed outside the cluster and not saved in the control plane. -
37
Deep Freeze
Faronics
Faronics Deep Freeze makes PCs indestructible. It protects endpoints by Freezing a snapshot of a computer’s desired configuration and settings defined by the IT Admin. With an instant reboot, any unwelcome or unwanted changes are removed from the system, restoring it to its pristine Frozen state. Freeze your endpoints to the desired state. Restore from any unexpected changes with a simple reboot. Provide users with unrestricted access and avoid restrictive computer lockdown for maintaining security. Reverse configuration drifts with a simple reboot while allowing users to save their work. Reverse malicious changes on reboot and protect computers from phishing scams. Only approved software stays and unauthorized software is removed thereby achieving license compliance. Effectively reverse malicious changes to your computers including zero-day threats. -
38
FramePack AI
FramePack AI
FramePack AI revolutionizes video creation by enabling the generation of long, high-quality videos on consumer GPUs with just 6 GB of VRAM, using smart frame compression and bi-directional sampling to maintain constant computational load regardless of video length while avoiding drift and preserving visual fidelity. Key innovations include fixed context length to compress frames by importance, progressive frame compression for optimal memory use, and anti-drifting sampling to prevent error accumulation. Fully compatible with existing pretrained video diffusion models, FramePack accelerates training with large batch support and integrates seamlessly via fine-tuning under an Apache 2.0 open source license. Its user-friendly workflow lets creators upload an image or initial frame, set preferences for length, frame rate, and style, generate frames progressively, and preview or download final animations in real time.Starting Price: $29.99 per month -
39
Firefly
Firefly.ai
Instantly manage your cloud with Infrastructure-as-Code. Save time, pay less, and prevent errors. Firefly’s cloud asset management solution provides the cloud infrastructure management that cloud users yearn for and traditional CMDB lacks. Prevent service disruptions, improve governance, and increase engineering efficiency. Control all cloud assets—across different cloud providers such as AWS, Azure, Google Cloud, K8s, and SaaS apps—all in one place. See health status, history, and actionable insights while using powerful filters to easily find anything. Automatically turn cloud into IaC, including dependencies and modules. See health status, history, and actionable insights while using powerful filters to easily find anything. Automatically detect and remediate drifts and misconfigurations, see change history, roll back to previous configurations, and recover mistakenly deleted assets.Starting Price: $699 per month -
40
SodiusWillert ReqXChanger
SodiusWillert
ReqXChanger enables bi-directional traceability based on the ReqIF standard between requirements-management tools and UML/SysML modeling environments. It allows you to export requirements in ReqIF format from your RM tool and transform them into UML-compatible elements in your modeling tool and vice versa, importing model data back into the requirements environment to visualize implementation coverage and perform impact analysis. It detects changes to linked requirements and flags corresponding model elements with “Suspect Links” for review, helping avoid misunderstandings or design drift. Its transparency enables end-to-end coverage visibility, fosters synchronization of data between RM and modeling tools, and supports regulated migration or reuse of engineering assets while easing compliance efforts. ReqXChanger also supports automation via CLI scripting for routine export, import, and synchronization processes. -
41
Dataddo
Dataddo
Dataddo is the enterprise data integration platform built to eliminate the operational ownership risk of data movement. Acting as the connective backbone of your organization, we provide a fully managed connective layer that moves data from any SaaS, database, or file source to any destination - including AI agents. Our platform automatically handles API changes, schema drift, and sensitive data protection, providing full, granular visibility into every data flow across complex environments, including on-premise, hybrid, and cloud infrastructures. By treating data movement as mission-critical infrastructure rather than a project, Dataddo enables your engineering teams to deploy with total reliability, allowing them to focus on high-value AI outcomes instead of ongoing pipeline maintenance.Starting Price: $99/source/month -
42
Kubegrade
Kubegrade
Kubegrade is a cloud-based Kubernetes management platform that simplifies and automates complex Kubernetes operations, making it easier for engineering and platform teams to upgrade, secure, monitor, troubleshoot, optimize, and scale clusters while keeping humans in control. It visualizes cluster state and dependencies, detects configuration drift and deprecated APIs, and uses AI-assisted insights to propose fixes as GitOps-ready pull requests that teams can review and approve, reducing manual toil and aligning cluster deployments with infrastructure as code. Kubegrade’s lifecycle automation covers secure upgrades, patching, cost attribution, rightsizing, centralized monitoring and logging, security enforcement, and troubleshooting with intelligent agents that predict issues and continuously analyze real-time telemetry, helping reduce downtime, mitigate risk, and improve reliability at scale.Starting Price: $300 per month -
43
asqav
asqav
asqav is an AI governance and security platform designed to make AI agents audit-ready by providing real-time monitoring, enforcement, and verifiable proof of every action taken by an agent. It introduces a lightweight SDK that allows developers to integrate governance directly into their agents in just a few lines of code, enabling continuous oversight across the full lifecycle of AI operations. It includes behavioral monitoring to detect issues such as drift, rate limits, and scope violations, along with advanced threat detection that identifies prompt injections, exposure of sensitive data, toxic outputs, and other risks. It enforces policy through configurable “policy gates,” which apply per-agent rules, preflight checks, and dynamic approvals before actions are executed, ensuring that agents operate within defined boundaries. asqav also provides automated incident response capabilities, including the ability to suspend, quarantine, or escalate risky agents.Starting Price: $39 per month -
44
Gable
Gable.ai
Data contracts facilitate communication between data teams and developers. Don’t just detect problematic changes, prevent them at the application level. Detect every change, from every data source using AI-based asset registration. Drive the adoption of data initiatives with upstream visibility and impact analysis. Shift left both data ownership and management through data governance as code and data contracts. Build data trust through the timely communication of data quality expectations and changes. Eliminate data issues at the source by seamlessly integrating our AI-driven technology. Everything you need to make your data initiative a success. Gable is a B2B data infrastructure SaaS that provides a collaboration platform to author and enforce data contracts. ‘Data contracts’, refer to API-based agreements between the software engineers who own upstream data sources and data engineers/analysts that consume data to build machine learning models and analytics. -
45
VibeReady
VibeReady
VibeReady is an AI-native SaaS starter kit designed for developers who build with AI coding tools like Claude Code, Cursor, Windsurf, and GitHub Copilot. Unlike traditional boilerplates that break down when AI generates code at scale, VibeReady ships with a built-in AI framework that keeps your codebase consistent as it grows. Every feature is documented in LLM-friendly format, so AI tools always have the right context — no hallucinations, no pattern drift, no accumulating tech debt. The Full Kit also includes production-ready SaaS features out of the box: auth (Clerk), billing (Stripe), multi-tenancy, RBAC, admin dashboard, AI assistant with tool calling, email (Resend), background jobs (Inngest), infrastructure-as-code (Terraform for GCP), and CI/CD (GitHub Actions). Built for technical founders, indie hackers, and development teams shipping SaaS products with AI-powered development.Starting Price: $149 -
46
Operant
Operant AI
Operant AI shields every layer of modern applications, from Infra to APIs. Within minutes of a single-step deployment, Operant provides full-stack security visibility and runtime controls, blocking a wide range of common and critical attacks including data exfiltration, data poisoning, zero day vulns, lateral movement, cryptomining, prompt injection, and more. All with zero instrumentation, zero drift, and zero friction between Dev, Sec, and Ops. Operant's in-line runtime protection of all data-in-use, across every interaction from infra to APIs, brings a new level of defense to your cloud-native apps with zero instrumentation, zero application code changes and zero integrations. -
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SPC VISION
INFODREAM
SPC are the initials of “ Statistical Process Control ”. This is statistical process control or Statistical Process Control (SPM) in French. This technique experienced a very important boom in the mid-1980s in the American automobile industry. The main objective of the SPC is, thanks to the quality control of the continuous production and by sampling, to reduce the scrap or rework rates , in anticipation of the non-quality. SPC software enables real-time analysis of your processes and alerts you when control limits are exceeded. © Infodream. Among the alerts, we will in particular detect overruns of control limits (which are tighter than the tolerance limits ) and drifts that demonstrate that a process is deteriorating. We see that we will then be able to react to the manufacturing process before manufacturing non-conforming parts. This technique is applicable to any manufacturing process, whether we manufacture small or large series, whether we do 100% control or sample control. -
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Oneprofile
Oneprofile
Oneprofile is a customer data sync platform designed to keep customer profiles and events consistent across every tool a business uses. It synchronizes data between SaaS tools and databases without requiring complex automations or data warehouses. Oneprofile unifies identities and fields so all systems reference the same accurate customer information. Users can control how data flows with customizable sync directions, schedules, and field mappings. The platform supports real-time and scheduled syncs while keeping every update observable and traceable. Oneprofile eliminates duplication, data drift, and broken integrations as customer data changes over time. It helps teams save hours per integration by replacing fragile pipelines with reliable, schema-aware syncs. -
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Giskard
Giskard
Giskard provides interfaces for AI & Business teams to evaluate and test ML models through automated tests and collaborative feedback from all stakeholders. Giskard speeds up teamwork to validate ML models and gives you peace of mind to eliminate risks of regression, drift, and bias before deploying ML models to production.Starting Price: $0 -
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Appranix
Appranix
Appranix empowers enterprises to achieve cloud application resilience against any cloud application downtime. Average ransomware attack costs 4.54M USD and takes about 26 days to recover. 14% of cloud application downtime occurs due to misconfigurations. Appranix's unique approach delivers unprecedented resilience for distributed and dynamic cloud workloads. Our patented continuous cloud infrastructure backup, cloud-native data backup and replication along with automated recovery-as-code capabilities significantly reduce recovery time and human intervention after a cyber disaster or cloud service or region failure. Appranix is a Gartner Cool Vendor and EMA Top 3 vendor. Our SaaS platform is SOC II Type II certified and available on AWS, Azure, GCP, VMware, IBM/Redhat marketplaces. Join leading CTOs, CIOs, and cloud operations teams who trust Appranix to deliver the resilience they need to thrive in today's digital world.Starting Price: $25/unit/month
