Alternatives to Signals AI
Compare Signals AI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Signals AI in 2026. Compare features, ratings, user reviews, pricing, and more from Signals AI competitors and alternatives in order to make an informed decision for your business.
-
1
Planview Software Product Delivery
Planview
Planview Software Product Delivery Solution is an enterprise delivery intelligence platform that connects strategy to execution across your existing development toolchain, giving technology leaders the visibility they need to deliver faster, with confidence and measurable impact. Planview's solution integrates with ADO, GitHub, Jira, and other tools to aggregate real-time delivery data across teams and toolchains. Core capabilities include cross-team dependency management, flow and bottleneck analysis, capacity planning, agile planning at team and portfolio levels, AI-powered roadmapping, delivery analytics (including DORA metrics), connected OKRs, and portfolio-level investment and scenario modeling. Risk signals are surfaced early through configurable thresholds and flow metrics, and executive-ready views replace manual reporting with live, evidence-based delivery intelligence helping enterprises transform how they deliver digital products. -
2
Upvio
Upvio Healthtech
Vitals AI is Upvio’s camera-based remote vital signs monitoring technology. It uses a short face scan and remote photoplethysmography (rPPG) with computer vision to detect subtle blood-flow signals and convert them into clinically validated physiological insights using a standard phone or webcam, with no wearables or external hardware. In around 30 seconds, Vitals AI can deliver 20+ health markers, including heart rate, HRV, breathing rate, blood pressure, stress metrics, and cardiovascular risk indices. Teams can configure scans using reusable templates, generate secure, shareable links for any workflow (customers, campaigns, teams, individuals), and review results and trends from a single platform. Deployment is available as a fully hosted solution, with enterprise-grade security, governance, and compliance built in, and integration supported via platform tools and API options.Starting Price: $319/user/month -
3
Sematext Cloud
Sematext Group
Sematext Cloud is an innovative, unified platform with all-in-one solution for infrastructure monitoring, application performance monitoring, log management, real user monitoring, and synthetic monitoring to provide unified, real-time observability of your entire technology stack. It's used by organizations of all sizes and across a wide range of industries, with the goal of driving collaboration between engineering and business teams, reducing the time of root-cause analysis, understanding user behaviour and tracking key business metrics. The main capabilities range from log monitoring to APM, server monitoring, database monitoring, network monitoring, uptime monitoring, website monitoring or container monitoring Find complete details on our website. Or better: start a free demo, no email address required.Starting Price: $0 -
4
LinearB
LinearB
We correlate and reconstruct Git, project and release data to provide real-time project insights and team metrics with zero manual updates or developer interruptions. LinearB’s Software Delivery Intelligence platform analyzes hundreds of signals every minute from your Git and project systems to highlight where you can do the most good for your team. Software Delivery Intelligence helps dev teams continuously accelerate delivery by correlating development pipeline data – code, git, projects, CI/CD – to provide visibility, context and workflow automation for every member of the team.Starting Price: $15 per dev per month -
5
Haystack
Haystack
Ship faster and improve team satisfaction with engineering analytics powered by your GitHub data. Analyze pull requests on the team level and get “NorthStar” metrics like cycle time, deployment frequency, and change failure rate to help you improve delivery. Quickly find bottlenecks like code review, experiment with changes like smaller pull requests or automated tests, and see the result.Starting Price: $25/Month/Dev -
6
Sift
Sift
Sift is a unified observability platform purpose-built for modern, mission-critical hardware systems that provides engineers with infrastructure and tooling to ingest, store, normalize, and explore high-frequency, high-cardinality telemetry and event data from design, validation, manufacturing, and operations in a single source of truth rather than fragmented dashboards and scripts; it centralizes diverse data types, aligns signals across subsystems, and structures information for fast search, visual review, and traceability so teams can detect anomalies, perform root-cause analysis, automate verification and validation, and debug hardware with real-time precision. It supports automated data review, no-code visualization and querying of massive datasets, continuous anomaly detection, and integration with engineering workflows, including CI/CD pipelines and tooling, while enabling telemetry governance, collaboration, reporting, and knowledge capture across siloed teams. -
7
GitView
GitView
GitView is a git analytics solution for engineering leaders. Get the status of work across your engineering organization all in one view. You'll see code changes, pull requests, and reviews. Leverage meaningful metrics that help measure which code changes are actually impactful. Easy to read graphs and tables display impact scores and whether code changes are new work, churn, a legacy change (refactor), or a simple removal. Dig into DORA insights like deployment frequency, lead time for changes, and change failure rate. Visual displays of velocity, and extensive cycle time breakdown, help spot bottlenecks and improve efficiency. All data can be filtered by teams, contributors, repositories and more. We emphasize transparency & customizability. You have the ability to see how each data point is calculated. Plus, using Raw SQL, we offer you the power to create custom reports, dashboards, emailers, and notifications so you get the information you need the way you want!Starting Price: $13 per developer per month -
8
AWS DevOps Agent
Amazon
AWS DevOps Agent is a software from Amazon Web Services (AWS) designed to act as an autonomous, always-on operations engineer that resolves and proactively prevents incidents across your infrastructure, applications, and deployments. It automatically learns your application resources and their relationships, including infrastructure, code repositories, deployment pipelines, observability tools, and telemetry, then uses that knowledge to correlate logs, metrics, traces, deployment data, and recent code changes. When an alert, error spike, or support ticket arises, DevOps Agent immediately begins automated investigation; it triages incidents 24/7, runs root-cause analysis, and proposes detailed mitigation plans which can be automatically routed through team workflows (e.g., via Slack, ServiceNow, PagerDuty) or directly create support cases with AWS. -
9
I&B monitoring
INB Monitoring FZCO
I&B monitoring is an IT and business observability platform providing real-time monitoring of infrastructure, applications and services. It collects metrics and events from multiple sources and correlates them in a unified model for early issue detection and faster root-cause analysis. The platform monitors servers, networks and applications across all layers, mapping service dependencies and linking technical performance with business impact. Role-based dashboards deliver relevant views for DevOps, IT operations and managers. Intelligent alerting reduces noise and integrates with Jira for structured incident workflows. Core capabilities include infrastructure and application monitoring, service mapping, central metrics repository, predefined dashboards, SaaS deployment and broad cloud support. I&B monitoring enables organisations to improve reliability, maintain uptime and strengthen observability across technical and business environments.Starting Price: $89/month -
10
Synergy
Unframe
Synergy is an AI-native command center for enterprise IT operations that unifies siloed monitoring, ticketing, logging, and documentation into a single pane of glass. It continuously correlates signals across tools like Splunk, New Relic, Jira, ServiceNow, and Confluence to turn alert storms into clear, prioritized insights. Synergy’s Smart Incident Workflows automate routine tasks, suggest next steps, flag ownership gaps, and accelerate resolution to cut mean time to detection and repair. Its proactive monitoring detects risks before traditional alerts trigger, flags error spikes and missed escalations, recognizes emerging patterns, and answers investigative queries in natural language. Built-in root cause analysis traces incidents end-to-end across time, logs, metrics, tickets, and post-mortems, links to similar events for instant context, and generates concise summaries. -
11
Athenian
Athenian
Athenian is a data-enabled engineering platform that provides end-to-end visibility for engineering leaders, enabling them to understand the "whys," make well-founded decisions, and align their teams with company goals. By offering insights into the delivery pipeline without focusing on individual metrics, Athenian fosters a culture of continuous improvement. Users have reported significant enhancements, including over 30% decrease in PR cycle time, a fivefold increase in release frequency, and more than 40% reduction in lead time within the first three months of use. It emphasizes richer insights by offering end-to-end visibility from ticket creation to production deployment, is team-focused to ensure organizational success, and is success-oriented with continuous coaching from experienced engineering leaders. Athenian integrates seamlessly with existing stacks and provides resources such as blogs, podcasts, and toolkits to support engineering leaders in achieving their goals.Starting Price: $39 per month -
12
Groov
Groov
Groov is a workplace science platform that collects passive and active data from the digital tools your team already uses and turns that into real-time insights to help managers and leaders act before issues escalate. It ingests communication patterns, usage metrics, feedback, and behavior signals, applies behavioral science and generative AI to compute metrics like the Groov Index, and detects anomalies, engagement zones, and hidden risks. It then delivers tailored suggestions and prompts into managers’ workflows so they can support team resilience, optimize performance, and close the loop between insights and action. Groov also offers role-based visibility for executives, contextual microlearning and personalized support, workshops and coaching, and integrates across systems to deepen insight while maintaining enterprise-grade security, encryption, and compliance. -
13
OpsWorker
OpsWorker AI
Resolve production incidents and development issues with AI that understands your code, infrastructure, and telemetry — reducing MTTR by up to 80% and boosting engineering productivity by 50%. OpsWorker helps Software Developers, SREs, and DevOps Engineers reduce MTTR, resolve complex development issues, and manage high-incident environments. Through intelligent incident correlation, code-aware troubleshooting, and deep integration into your technical ecosystem, OpsWorker delivers actionable insights and autonomous remediation — ensuring resilient, high-performance operations across Kubernetes and Cloud workloads. Built as an AI SRE platform for modern AIOps, OpsWorker leverages AI Observability to analyze incidents across distributed systems, correlate signals from metrics, logs, traces, and deployments, and surface the most probable root cause within minutes. Designed with an EU-first approach, OpsWorker prioritizes data sovereignty and enterprise-grade security while enabling -
14
Exceeds
Exceeds
Exceeds AI is a performance-intelligence platform built for engineering teams that captures and analyzes real code work, collaboration data, and AI-assisted coding activity to deliver actionable insights. It tracks both individual and team-level metrics, including code contributions, issue or ticket updates, meeting transcripts, reviews, and AI-tool usage, and surfaces a “living profile” for each engineer showing strengths, growth opportunities, and real-time performance trends. It doesn’t rely solely on metadata: it inspects actual code and workflow changes to identify where AI helps accelerate delivery, where it introduces friction, and under what conditions quality or velocity suffer. Whenever anomalies or risky patterns are detected, such as subpar AI-assisted changes or workflow bottlenecks, Exceeds flags them, prioritizes the most important issues, provides root-cause analysis, and delivers tailored recommendations on how to improve. -
15
Trajaan
Trajaan
Trajaan is the first search intelligence software designed for consumer insights and media teams at global brands. Everything consumers are looking to learn or buy from search engines represents a ton of insights about fears, desires, and purchase blockers. Never miss any weak signal from your market. Spot all growing brands, products, or services from thousands of segmented search queries, and make sure to detect your future best sellers. Learn what brands & products generate more interest in every country, region, or city. Then adapt your product offering & merchandising. Get smart recommendations every minute with Trajaan to learn how to rank among organic, paid, featured snippets and AI-generated answers. Trajaan will fetch search metrics from multiple data sources, at various frequencies, at different geographic scales. In the end, you get access to a unified database in which we can derive metrics more advanced than just ‘search volume’ such as local affinity. -
16
DevDynamics
DevDynamics
The all-in-one engineering management platform with metrics, AI insights, developer surveys and automations. Metrics like DORA, cycle time, and flow. Measure velocity, quality, productivity and more. Connect all the tools from your tech stack. Integrations with GitHub, Jira, CI/CD, PagerDuty and more. Create custom metrics easily with our metric builder UI. Set up dashboards to match your engineering org’s needs. Understand things that require attention like bottlenecks, best practices, team issues etc. Get reports covering important metrics and insights for your teams. Configure reports to stay informed on your team’s progress and priorities. Understand how your team’s time is spent—whether on new features, KTLO, or unplanned work. See engineering costs to deliver important initiatives and client work.Starting Price: $15 per contributor per month -
17
TrayToken
TrayToken OÜ
TrayToken is a privacy-focused engineering intelligence platform that helps organizations understand and improve how software teams use Claude Code. A desktop tray app for macOS, Windows, and Linux analyzes selected local Claude Code sessions and turns them into prompt-quality scores, activity timelines, adoption trends, token and tool-usage metrics, and actionable coaching. Role-based web dashboards give administrators organization-wide visibility, team leads team-level insights, and engineers personal analytics. TrayToken supports project-level opt-in, CSV exports, alerts for declining scores or inactivity, and side-by-side comparisons. Source code, file contents, Claude responses, and tool outputs remain on the device and are not transmitted. -
18
Opsera
Opsera
You choose your tools, we take care of the rest. Put together the perfect CI/CD stack that fits your organization’s goals with zero vendor lock-in. Eliminate manual scripts and stop building toolchain automation. Free your engineers to focus on your core business. Pipeline workflows follow a declarative model so you focus on what is required — not how it’s accomplished — including: software builds, security scans, unit testing, and deployments. With Blueprints, diagnose any failures from within Opsera using a console output of every step of your pipeline execution. Comprehensive software delivery analytics across your CI/CD process in a unified view — including Lead Time, Change Failure Rate, Deployment Frequency, and Time to Restore. Contextualized logs for faster resolution and improved auditing and compliance.Starting Price: $3.60 per user , Min 300 devs -
19
BuildBetter
BuildBetter
Make better product decisions 5x faster. Find the signal in the noise - BuildBetter's proprietary Signal Engine powers everything from search to extractions, organizing, and summarizing your qualitative data. Find 78% more insights from your customers with existing data compared to teams using manual product research tools. A quantum leap in qualitative analysis. Save on average 200 hours a year on organizing insights from your customers into topics, themes, problems, and more. Summarizations that are so good it almost feels like cheating. Whether it's a summary of a call, a topic, a feature request, and anything else BuildBetter can process, we can turn it into sharable insights. Internal, external, and everything in between. BuildBetter's proprietary Call Intelligence powered by Signal Engine allows you to track and analyze every call that comes into your product team. -
20
Software.com
Software.com
Software.com's development observability platform enhances transparency in software delivery by identifying bottlenecks, removing blockers, and measuring improvement over time. The platform offers fully automated metrics and insights, eliminating the need for manual API integrations and data management, and allowing teams to focus on leadership rather than data handling. It provides universal metrics standardized across companies, enabling performance benchmarking against similar-scale organizations. With a fast and effortless setup, users gain access to six months of historical data within minutes. The platform integrates seamlessly with tools like GitHub, GitLab, and Bitbucket to track key metrics, and connects with Jira and other tools for additional insights. Workflow automation features empower teams to collaborate more effectively and accelerate shipping, offering functionalities such as deploy previews, digests, reminders, asynchronous reviews, and a standup bot.Starting Price: $5 per month -
21
iftrue
iftrue
iftrue is an AI-powered, Slack-native assistant designed to give engineering leaders instant visibility into team progress, risks, and capacity without leaving Slack. It aggregates real-time data from tools like GitHub, GitLab, Jira, and Azure, enabling managers to ask natural-language questions and receive context-aware answers and smart alerts directly in chat. With built-in support for DORA metrics and delivery signals, iftrue spots blockers and slipping deadlines early, preps sharper, faster stand-ups by collecting updates across systems, and delivers tailored advice grounded in your team’s workflow and best practices. Its unified dashboard and Slack integration eliminate tab hopping and chasing updates, turning status tracking and sprint planning into an on-demand conversation that keeps teams aligned, unblocks progress, and drives delivery forward.Starting Price: $99 per month -
22
SupportLogic
SupportLogic
SupportLogic delivers a Cognitive AI Cloud purpose-built for enterprise customer service and support. It ingests unstructured signals from tickets, chat, voice, and email, then uses AI to detect urgency, sentiment, product issues, and revenue risk in real time. Its layered architecture—data extraction, signal detection, and a context engine—powers ambient AI agents that automate tasks like case summarization, escalation prediction, routing, account health scoring, and coaching. SupportLogic integrates with Salesforce, Zendesk, Snowflake, and Slack, enhancing existing systems rather than replacing them. The platform helps CX, support, and IT teams act earlier, coach smarter, reduce escalations, and improve resolution times. Built for enterprise scale, it offers SOC 2 certification, GDPR/CCPA compliance, and secure data isolation. Customers like Salesforce, NICE, and Databricks use SupportLogic to boost CSAT, retention, and operational efficiency. -
23
Meteora
Growth Hackers
Draw unlimited geofences around locations in the real world likely to see foot traffic from your target customers. Layer on frequency, IDFA lists, IP targets, geography, 3rd party data segments and more. Reporting breakdowns include device, domain/ app, geofence, ad, campaigns, and conversion metrics showcasing exactly how well your ads ran. Watch our intro to programmatic advertising or take a deep dive into our location methodology. The speed of obtaining maximum precision is as long as 30 seconds from the time an app is launched or a webpage is rendered. Data entering the ecosystem sub-16 seconds generates a risk of polluting your campaign with often inaccurate coordinate samplings. GPS signals depend heavily on a clear line of site and cellular signal. Devices struggle with interference generated by dense buildings, concrete, or "Hive" blocking generated by too many devices in close proximity to one another. (I.E. Stadiums, Downtown skyscrapers, Subway stations). -
24
Adps AI
Adps AI
Adps AI is an autonomous AI-SRE platform that transforms how companies run, troubleshoot, and secure their cloud infrastructure. Instead of relying on slow, manual, human-driven incident workflows, Adps AI continuously monitors signals across logs, metrics, traces, deployments, Kubernetes, CI/CD pipelines, and cloud services—instantly detecting anomalies, diagnosing root cause, and generating precise recovery actions in seconds. By reducing MTTR by up to 99% and delivering 99.99%+ reliability, Adps AI eliminates on-call fatigue, prevents outages, and ensures uninterrupted operations across any cloud environment. -
25
Motadata
Motadata
Motadata ObserveOps is a unified observability platform that brings metrics, logs, flows, traces, and topology together in one product. Built on Motadata's DFIT deep learning framework, it ingests telemetry from networks, servers, cloud workloads, containers, and applications, then correlates the signals so teams can pinpoint root cause without jumping between tools. The platform runs adaptive AI that does not need pre-training, supports OpenTelemetry-native ingestion, and integrates with Motadata ServiceOps for closed-loop incident workflows. Six deployment modes cover on-premise, private cloud, public cloud, and hybrid setups, including High Availability, Disaster Recovery, and HA-over-WAN for regulated and distributed environments. Over 500 enterprises across 30+ countries use it for full-stack observability. -
26
Project Bee
Digital Beehive
Project Bee is a cloud-native project management platform designed to help construction and infrastructure teams plan, execute, and monitor complex projects with greater clarity and control by unifying data, workflows, and collaboration tools in one place. It provides structured task and milestone tracking, visual project timelines, and real-time dashboards that give teams insight into progress, risks, and performance trends across portfolios. It centralizes project information such as documents, schedules, communications, and decisions so stakeholders can access a single source of truth, reducing miscommunication and rework. Project Bee also supports automated workflows and notifications that help teams stay on schedule, flag potential delays, and ensure accountability for deliverables. Integrated analytics and reporting tools surface key performance indicators and risk signals to help project managers make data-driven decisions and proactively manage issues. -
27
OneSpan Mobile App Shielding
OneSpan
Empower your mobile app to operate safely in untrusted environments without interrupting the end-user experience. Fortify your app against the latest mobile threats without hindering deployment frequency or speed. Strengthen your app's resistance to intrusion, tampering, reverse-engineering, and malware. Add strong data protection controls to support compliance with regulations such as PSD2, GDPR, and more. Serve more customers – even on jailbroken or rooted devices – while reducing risk. Automate app shielding via integrations with your dev teams’ favorite CI/CD tools. Financial institutions lack visibility into the security status of their customers’ mobile devices. The OneSpan application shielding solution protects a mobile banking app from the inside out. It allows the app to securely operate even in potentially hostile environments, such as jailbroken or rooted iOS and Android devices – and only deny service when absolutely necessary. -
28
Haaze 2
Kleverb
The upgraded Haaze v2 from Klevgrand is an elegant solution for controlling stereo width and spatially positioning a sound in a stereo mix. Regular L-R panning is a weak tool that doesn't resemble real-world acoustics, which becomes clear when trying to place a mono sound naturally in a stereo mix (especially on headphones). The result still feels very "mono". Haaze is an audio plugin that makes the positioning feel more natural, understandable and pleasant for the ears. It splits the audio signal into 16 frequency bands. On each band, you can delay the left or right signal (which will make the listener believe the sound arrives from the side that’s reaching the ear first), pan it to the left or right, or adjust the overall width on that band (for example, make the lower frequencies more focused in the middle than the higher). Haaze can also diffuse a mono signal and make it wider. If this sounds complicated.Starting Price: $59.99 one-time payment -
29
DataJoy
DataJoy
AI-driven data platform that automatically delivers insight on how to beat the revenue plan. Our ML algorithms use signals across the entire revenue funnel, so you can plan with confidence beyond the current quarter. Look beyond your known opportunities and simulate scenarios to maximize your growth. Stay ahead of surprises with AI that detects anomalies in KPIs that have a material effect on revenue. Make adjustments in time to still hit your number. Track the performance of your revenue metrics overtime with our rich catalog of funnel metrics. Identify bottlenecks and critical sub-segments with our AI-powered automated insights. Our unified data platform brings together data from across marketing, sales, product and finance – without needing a team of data engineers. Empower your business leaders with purpose-built revenue analytics and enable your data scientists + analysts with a cleaned and curated data warehouse of all your SaaS revenue data. -
30
EvaluAgent
EvaluAgent
Our Quality Assurance Platform helps Contact Centers like yours to optimize customer, agent and user experience to ultimately thrive. Answer a few simple questions and learn where you are on your journey to Smart Quality, and we'll provide you with personalized recommendations for how to take your QA to the next level. Mitigate risk by unifying customer feedback, performance data and text analytics to quickly identify conversations that require your attention. Integrate and fetch conversations, survey results and performance data into the most connected QA & improvement platform on the market. Auto-score 100% of calls, emails and chat sessions to highlight CX and compliance breaches. Build your own signals and filters to send conversations to your QA team for deep-dive evaluation and root-cause analysis. Generate reports your business will act on. Demonstrate ROI by plotting how your QA efforts increase efficiency, sales and both customer and employee satisfaction. -
31
Chrono Platform
Chrono Platform
Chrono Platform is an engineering-intelligence and automated time-tracking solution that integrates with the tools your team already uses, like Jira, Slack, Azure DevOps, Asana, Google Calendar, Teams, and others, to passively capture, categorize, and analyze work without requiring manual timesheet entries. Once connected, Chrono automatically ingests data such as commits, ticket activity, calendar events, and communication logs, then applies AI-powered categorization to convert that activity into normalized time entries tied to the correct project, task, or activity. On top of raw time tracking, Chrono surfaces high-level insights for engineering leaders: it offers real-time project tracking, resource allocation and budget monitoring, risk and delay detection, and ROI-driven visibility into how engineering time translates into business value.Starting Price: $2,000 per claim -
32
GeoStreamer
PGS
Multisensor GeoStreamer is the ideal platform for broadband imaging. Deep towing reduces weather impact and improves acquisition efficiency. Recorded signal is insensitive to variations in towing depth or local sea-surface variations, significantly reducing non-repeatable noise on reservoir monitoring projects. Pre-stack amplitude and phase are consistent in an angle-dependent and frequency-dependent manner. Rich low-frequency signal enhances Full Waveform Inversion (FWI) and improves the accuracy of subsurface property prediction. Multisensor wavefield separation enables better shallow illumination. Near-surface images unaffected by acquisition footprint effects can be used for standalone interpretation. Enhanced broadband resolution of stratigraphy assists the recovery of small time shifts related to changes in reservoir saturation and pressure during reservoir monitoring projects. GeoStreamer uses both hydrophones and velocity sensors to remove all free-surface ghost reflections. -
33
Signal9
Signal9
Signal9 is an AI-first operational intelligence and IT service management (ITSM) platform for IT Operations, NOC, SRE, DevOps, and Platform Engineering teams. One foundation runs the full operational lifecycle, so alerts, incidents, changes, problems, requests, and on-call response share the same operational identity, memory, and understanding. Capabilities include alert management, event correlation, incident, problem, change, and request management, on-call and escalation, knowledge, automation, operational analytics, and collaboration in Microsoft Teams and Slack. AI agents assist on every record, with the evidence and reasoning shown. Instead of a CMDB nobody keeps current, Signal9 builds operational identity from real activity (the ICDB), reducing alert fatigue and surfacing patterns that monitoring tools miss. Built to learn, not to be taught. Works alongside Splunk, Datadog, Grafana, CloudWatch, New Relic, Azure Monitor, Dynatrace, ServiceNow, Jira, and more.Starting Price: $179/month unlimited users -
34
The XDI Climate Risk Hub provides world-leading physical climate risk analysis on-demand. Features: Instantly view asset and portfolio risk ratings, 5 risk rating bands based on 10 hazards, Key metrics include Maximum Value at Risk and Productivity Loss. RCPs and NGFS scenarios, Annual analysis from 1990-2100, Spatial resolution of up to 5mx5m. Highly customisable. XDI uses a wide range of engineering, hazard, context, weather, climate and financial data to provide detailed physical risk insights. Asset engineering features vulnerable to damage or failure from hazards are based on 140 standard residential, commercial and industrial archetypes which can be amended to test adaptation responses. Hazard probabilities are calculated using historical weather data (1990 baseline) and local environmental context such as topography, flood mapping, soil composition and others, and the change in hazard severity and frequency as a result of climate model simulations (CMIP5 and CMIP6).
-
35
Backtrace
Backtrace
Don’t let app, device, or game crashes get in the way of a great experience. Backtrace takes all the manual labor out of cross-platform crash and exception management so you can focus on shipping. Cross-platform callstack and event aggregation and monitoring. Process errors from panics, core dumps, minidumps, and during runtime across your stack with a single system. Backtrace generates structured, searchable error reports from your data. Automated analysis cuts down on time to resolution by surfacing important signals that lead engineers to crash root cause. Never worry about missing a clue with rich integrations into dashboards, notification, and workflow systems. Answer the questions that matter to you with Backtrace’s rich query engine. View a high-level overview of error frequency, prioritization, and trends across all your projects. Search through key data points and your own custom data across all your errors. -
36
devActivity
devActivity
Empower your software engineering project with actionable insights and engaging gamification features. Optimize engineering processes, identify bottlenecks, and track team performance with actionable insights, ensuring projects stay on track and deliver high-quality results. Empower your team with actionable insights, gamified motivation, and clear performance metrics for increased engagement and productivity. Get 360-degree visibility into your engineering team’s performance, identify bottlenecks, and make data-driven decisions to optimize delivery and drive business growth. Simply install the free GitHub app to get granular visibility on the dev process. Zero manual input, let your team keep working on project goals. Unlock rich-context AI-driven insights and recommendations with just 2 clicks. We gather Git metadata, including the type of activity (such as commits and pull requests), timestamps, and author information.Starting Price: $10 per month -
37
AnalyticsVerse
AnalyticsVerse
Increase visibility, eliminate blockers, and deliver faster. We correlate data from your Git repositories and project management tools and generate easy-to-understand reports with actionable metrics and insights. Spot bottlenecks within your teams and resolve them before they affect delivery. Look at things like cycle time of MRs, risky MRs, and higher team inactivity. Track process improvements and avoid having to guess whether your changes are actually working. Run a truly agile engineering team. You can easily identify overburdened or blocked developers in your team and help them out! Get the power of a BI tool without having to define and compute metrics. Also, create your own customized dashboards with metrics and visualizations that matter to you. Focus more on improving things at a team and project level without trying to improve and manage developer productivity. Understand the speed and stability of your projects through research-backed DORA Metrics.Starting Price: $13.70 per month -
38
TraceRoot.AI
TraceRoot.AI
TraceRoot.AI is an open source, AI-native observability and debugging platform designed to help engineering teams resolve production issues faster. It consolidates telemetry into a single correlated execution tree that provides causal context for failures. AI agents operate over this structured view to summarize issues, pinpoint likely root causes, and even suggest actionable fixes or draft GitHub issues and pull requests. It offers interactive trace exploration with zoomable log clusters, span and latency views, and code-linked insights. Lightweight SDKs for Python and TypeScript enable seamless instrumentation using OpenTelemetry, with support for both self-hosted and cloud deployment. Human-in-the-loop interaction is central: developers can guide reasoning by selecting relevant spans or logs, then verify agent reasoning through traceable context.Starting Price: $49 per month -
39
Focal
Focal
Focal by FalconX is an AI-driven crypto research and insights engine designed to help sophisticated investors cut through fragmented, noisy data and accelerate their decision-making by synthesizing real-time market data, on-chain metrics, social signals, news, token fundamentals, ETF/flow data, and other vetted sources into actionable insights rather than just raw figures or dashboards, delivering outputs tailored to the needs of professional workflows. It is built for institutional use with enterprise-grade security and zero data retention policies, integrates multiple trusted datasets so users can validate investment theses, monitor portfolios with precision, evaluate tokens from multiple angles, and uncover risks and opportunities more efficiently, claiming to help teams validate ideas much faster than manual research processes.Starting Price: Free -
40
Hatica
Hatica
Engineering Analytics to boost developer productivity -- Hatica equips engineering teams with work visibility dashboards, actionable insights, and effective workflows to drive team productivity and engagement in remote and in-office environments alike. Free forever plans to help you get started quickly. Features: - Engineering metrics dashboards - 100+ metrics from 20+ apps including GitHub, Jira, Slack, Zoom, Google Workplace - Remote work insights - Aggregated work overview, sprint and retro dashboards - DORA metrics, CI/CD performance insights and code review analytics - Collaboration analytics - Team Goals based on dev metrics - Async stand-ups and developer check-ins via Slack and Email - Code quality metrics - Automated Code reviewsStarting Price: $15/month/user -
41
TM4J
SmartBear
Test Management for Jira (TM4J) is the enterprise test management tool to plan, manage, and measure your entire testing life-cycle inside Jira for both agile and waterfall methodologies. TM4J offers scalability, availability and performance for mission-critical projects running on any Jira deployment (Cloud, Server and DataCenter). By using TM4J you'll empower agile teams with BDD at scale with Cucumber or your chosen gherkin compatible tool for collaboration between developers, testers and domain experts. Take advantage of up to 70 built-in reports to make informed decisions based on real-time metrics across your entire software development lifecycle. With our powerful FREE REST API, easily integrate CI servers, DevOps and test automation tools and frameworks you already use to save time and effort. TM4J is used by more than 3.000 clients worldwide and is the top rated QA and Testing app for Jira.Starting Price: $10.00/month -
42
netarx
netarx
Netarx is a real-time detection platform aimed at defending enterprises against deepfake and synthetic-media threats in voice, video, and email communications. It continuously monitors metadata and content across these channels, issuing intuitive warnings when communications deviate from policy or exhibit suspicious behavior. Netarx supports deployment via cloud, on-premises, or within federated validator networks; includes post-quantum secure options and use of zero-knowledge proofs; and enables organizations to set up multiple sites or divisions with different security profiles. Users receive visible signals in the apps they already use (“flurp” warnings) when something appears off. IT teams gain high-fidelity signals to act on, reducing false positives and providing what is described as a first line of defense against social engineering attacks that exploit AI. -
43
Enji
MadDevs
Enji boosts the productivity of software outsourcers by 70%, ensures 100% transparency, reduces bottlenecks with real-time information, and increases efficiency gains by 50% without the hassle of micromanagement. By integrating with tools like Jira, Slack, and others, ENJI tracks employee contributions, work patterns, and code metrics, turning engineering data into actionable business insights. With real-time financial analytics, ENJI helps companies balance engineering costs and optimize resource allocation. Its automation features, like proactive bots, automated reminders, and asynchronous stand-ups, keep teams aligned and focused on strategic goals. You Need Enji If You: -Manage Global, Remote, or Hybrid Teams and Need Seamless Collaboration -Want to Save Time and Money by Optimizing Workflows -Want to Align Development and Business Goals Without Guesswork -Struggle with Invoices and Budgets and Need Instant Clarity -
44
ActiveViam
ActiveViam
The unified platform for enterprise data analysis. Provide your teams with a single environment for all your analytics needs, including data science, modelling, visualization, business dashboards and application development, all the way through to production deployment. Gain consolidated, in-depth insights into risk metrics across all systems for real-time front-office trading and intraday risk management. Optimize capital allocation and ensure regulatory compliance with FRTB, LCR, IFRS 9 and more. Based on our proprietary ActivePivot technology, leveraging Python and Java with a strong focus on collaboration, Atoti+ brings together the builders and consumers of analytics applications to accelerate and streamline the design and development process. Innovative data analytics that empower financial services firms to be ready for the unexpected. Integrates with existing databases, risk engines and BI tools. -
45
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. -
46
Elvan
Elvan
Elvan is a customer feedback and insights platform that helps SaaS and ecommerce teams capture high-signal feedback and turn it into clear, actionable insights. Teams can collect NPS, CSAT, CES, and targeted microsurveys at key moments such as post-checkout, in-app actions, or via email. Elvan uses AI to analyze qualitative responses, identify themes, highlight churn risks, and surface growth opportunities without manual tagging or spreadsheet work. With a lightweight setup, flexible survey triggers, and real-time dashboards, Opin helps teams understand why customers behave the way they do and act faster on what matters most. It is built for teams that want clarity, not vanity metrics.Starting Price: $49/month -
47
SoterAI
SoterAI
SoterAI is an AI-powered safety platform designed to transform workplace safety, compliance, and risk management by converting safety data into predictive intelligence. It enables EHS professionals to prevent incidents before they occur through real-time insights and automated workflows. It features a live risk register that continuously updates with data from reports, IoT sensors, and EHS systems, providing a centralized view of safety and production metrics. SoterAI's AI chat offers context-aware guidance on risk scenarios, while its automated workflows facilitate inspections, incident reviews, and root-cause analyses. By analyzing complex, unstructured information at scale, SoterAI identifies risks and provides clear warnings, allowing teams to act swiftly and effectively. It also automates compliance checks against OSHA standards, identifies and corrects workplace safety errors through image analysis, and generates custom safety materials. -
48
Alert Centric
Invarosoft
Alert Centric is a unified backup alert‑reporting solution for MSPs that consolidates alerts from any backup system into a single, centralized dashboard. It automatically monitors backups across diverse vendors and sites, detects failures, and delivers real‑time, customizable notifications to technicians, reducing human error and dramatically cutting the time spent on backup verification. It aggregates alerts via email or integration, prioritizes based on severity, correlates related events, and escalates issues as needed. Automated workflows can trigger actions like service restarts or IP blocks and generate reports and visual insights on backup status, trends, and resolution metrics. Designed for rapid deployment, Alert Centric integrates easily with PSA tools and supports all major backup vendors, offering MSPs full confidence in their clients’ backup health through proactive incident management and simplified oversight.Starting Price: $99 per month -
49
Traversal
Traversal
Traversal is an ambient AI Site Reliability Engineering (SRE) agent that operates 24/7 to autonomously troubleshoot, fix, and even prevent production incidents. It parses logs, metrics, traces, and your codebase to narrow down root causes of errors or latency, surfacing the blast radius, key bottleneck services, and candidate root causes with supporting evidence within minutes. Powered by advances in causal machine learning, large language model reasoning, and AI agents, Traversal catches issues before alerts fire and resolves them automatically. Designed for critical infrastructure and complex organizations, it supports heterogeneous data, bring-your-own models, and optional on-premises deployment. Traversal connects easily to existing systems with read-only access, no agents or sidecars, and no writes to production, ensuring privacy and control over data. By integrating seamlessly into your observability stack, Traversal reduces time to resolution, minimizes downtime, and more. -
50
PilotPM
PilotPM
PilotPM is an AI-native customer operations platform that unifies support, customer success, product feedback, retention, and engagement in one place. Instead of a stack of point tools, teams run their whole customer lifecycle on one customer brain: AI agents draft replies, triage and route conversations, escalate to a human when needed, summarize threads, and surface health, churn-risk and expansion signals — all grounded in real customer context. It connects to the tools teams already use: Slack, HubSpot, Jira, Linear, GitHub, Stripe, Shopify, Snowflake, Google Workspace, WhatsApp, Instagram, the App Store and Google Play, plus a custom API. Pricing is flat and predictable — five tiers from a free plan up to enterprise, with AI inference included and one credit pool across every action, no per-resolution charges. Best for SMB and mid-market SaaS and technology teams.Starting Price: Free