Alternatives to Causality Engine
Compare Causality Engine alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Causality Engine in 2026. Compare features, ratings, user reviews, pricing, and more from Causality Engine competitors and alternatives in order to make an informed decision for your business.
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Stella
Stella
Stella is a marketing-measurement platform built to give marketers clear, scientifically sound insight into which ads, campaigns, and media channels actually drive incremental revenue. It includes three core tools; Incrementality Testing, Always-On Incrementality, and Media Mix Modeling (MMM). With Incrementality Testing, Stella runs geo-holdout studies (or inverse holdouts) to compare performance between test and control regions, isolating the causal impact of your ads rather than relying on attribution alone. It automatically handles complex statistical analyses (causal inference, confidence intervals, MAPE/R² checks), letting you see what would have happened without a campaign and therefore revealing the true “lift” generated by each ad. Its Media Mix Modeling tool uses a proprietary Bayesian MMM to decompose historical marketing spend and external factors (like seasonality, promotions, holidays, weather, etc.) to estimate each channel’s contribution to sales.Starting Price: $2,000 per month -
2
Lifesight
Lifesight
Lifesight is a unified marketing measurement platform that helps marketers move away from inaccurate measurement techniques and enables them to measure their full-funnel marketing using modern measurement methods like marketing mix modeling, incrementality testing & causal attribution - Helping them make better decisions that result in sustainable & profitable growth. -
3
Bliss Point by Tinuiti
Tinuiti
Bliss Point by Tinuiti is a patented, AI- and machine-learning-powered marketing measurement and decision platform that centralizes and unifies performance insights across a brand’s full media mix, including online, offline, brand, creative, and customer data, so marketers can uncover what drives growth and eliminate wasted spend. It combines multiple advanced tools into one measurement suite, such as Rapid Media Mix Modeling (rMMM) for fast, transparent causal media analysis, Always-On Incrementality Testing to continuously validate the true impact of channels, Brand Equity measurement to link media investments to brand outcomes and revenue, Creative Insights to identify high-impact creative attributes, Geo Media Mix Modeling to optimize by location, and Customer Insights that turn first-party data into detailed demographic segmentation and penetration analysis. -
4
Haus
Haus
Haus is a marketing science platform that enables brands to measure the precise business impact of their advertising efforts, both online and offline, through automated incrementality experiments. It offers products like GeoLift for geo-based incrementality testing, Causal Attribution for day-to-day incrementality reporting, and the upcoming Causal MMM for incrementality-powered media mix modeling. These tools allow users to design and launch experiments in minutes, obtain results in as little as two weeks, and optimize marketing investments with daily incrementality reporting. Haus emphasizes privacy-durable solutions that do not rely on pixels, cookies, or personally identifiable information, ensuring compliance with evolving privacy regulations. -
5
RATH
Kanaries Data
RATH is beyond an open-source alternative to Data Analysis and Visualization tools such as Tableau. It automates your Exploratory Data Analysis workflow with an Augmented Analytic engine and auto generate multi-dimensional data visualization. Features: 🤖 Mega-auto exploration: Augmented analytic engine for discovering patterns, insights, and causals. A fully-automated way to explore and visualize datasets with one click. 👓 Data Wrangler: Automated data wrangler for generating a summary of the data and data transformation. 🛠 Semi-auto exploration: Never get lost again in Data Exploration. RATH progressively recommends your directions for Data Exploration. 🎨 Data painter: Having complex visual patterns that are difficult to grasp? Use Data Painter to instantly identify and get automatic explanations. 📊 Dashboard: build a beautiful interactive data dashboard 🚧 Causal Analysis: Provide causal discovery and explanations for complex relation analysis. -
6
Spyderbat
Spyderbat
Secure your cloud native runtime environments from external attacks, misconfigurations, and insider threats. By probing eBPF, Spyderbat builds a map of activities from cloud systems and containers with their causal relationships. Using this CausalContext map, Spyderbat fingerprints workload behaviors, enforces security policies, performs signatureless attack prevention, and provides immediate visibility to root cause. Spyderbat’s A3C Engine immediately assembles data into a visual map based on causal relationships for real time and historic views. Automatically create fingerprints of workload behavior and convert to policies that notify or even block new behavior. -
7
CausalFunnel
CausalFunnel
Causal Funnel is an innovative platform dedicated to empowering businesses with cutting-edge analytics and marketing tools. It provides a comprehensive suite of solutions designed to optimize digital marketing efforts and drive measurable results. At the core of Causal Funnel’s offerings are advanced tools for conversion rate optimization (CRO), personalized marketing, and user journey analysis. These tools leverage the power of AI and machine learning to deliver insights that help businesses refine their marketing strategies, target the right audiences, and improve overall customer experiences. One of Causal Funnel's flagship products is its AI-driven A/B testing platform, which enables businesses to experiment with different marketing strategies and identify the most effective approaches. By analyzing user behavior and engagement, the platform provides actionable insights that allow companies to tailor their messaging, design, and user interfaces for maximum impact.Starting Price: $249 per month -
8
Rationale
Rationale
Welcome to Rationale, a revolutionary AI to assist business owners, managers, and individuals in making tough decisions. Simply enter a pending decision or indecisive options, our latest GPT and in-context learning algorithms will list pros and cons, generate a SWOT analysis, conduct multi-criteria analysis or causal analysis to help you weigh your options. By considering all relevant factors and your background, Rationale helps you make a rational decision. The new outcomes analysis mode will show you the outcomes of your decisions in a causal chain. You will be able to see up to 3 levels of outcomes, in a tree-like structure. Not only immediate outcomes, depending on what happens along the way, the outcomes of the outcomes will also be shown. You can provide more background, context and information about yourself and your business. You can add multiple profiles and switch between them.Starting Price: $9.99 per month -
9
causaLens
causaLens
No-Code enterprise AI platform that turns raw data into improved business decisions. When searching for useful data in vast data lakes, spurious correlations pollute the results, leading to signals that organizations cannot trust. causaLake intelligently uncovers the most valuable data for a given use case, it is the only technology capable of penetrating beneath correlated signals in similar datasets and identifying causal drivers. Causal AI models represent how systems function, from economies to businesses to biological systems. They are truly trustworthy and transparent, combining the best of human knowledge and AI. causaLab is the most powerful causal model discovery technology. The point of AI isn’t just to predict the future, it’s to shape it. To make high-quality decisions, AI needs to understand human context and organizations’ goals and constraints. We pioneered decisionOS to bridge the gap between predictions and decisions. -
10
Causal
Causal
Build models 10x faster, connect them directly to your data, and share them with interactive dashboards and beautiful visuals. Causal's formulas are in plain English— no cell references or obscure syntax and a single Causal formula can do the work of 10s, and even 100s of spreadsheet formulas. Causal's built-in scenarios feature lets you easily set up and compare what-if scenarios, and you can work with ranges ("5 to 10") to understand the full range of possible outcomes of your model. Startups use Causal to calculate runway, track KPIs, plan employee compensation, and build investor-ready financial models for fundraising. Generate beautiful charts and tables without spending hours on customisation and configuration. Easily switch between different time scales and summary views.Starting Price: $50 per user per month -
11
Actable AI
Actable AI
Powered by open-source state-of-the-art AutoML to train quality models without hassle. Leverages Deep Learning and pre-trained models for extra intelligence whenever applicable. Utilizes Causal AI with AutoML for fairness, causal inference and counterfactual predictions. All trained models are deployed instantly to be used interactively online or with an API. Full feature importances and model explanations with Shapley values. Our AI engine is entirely open-source. It means our algorithms can be fully audited and used everywhere. Clusters customers or products to similar cohorts with a rich set of features. Forecasts future by capturing temporal patterns from historical data. Trains predictive models with labelled data to predict unlabelled data.Starting Price: $80 per user per month -
12
Autobox
Automatic Forecasting Systems
Autobox is simply the easiest way to forecast. Designed with both the novice and expert forecaster in mind you can load your data and forecast like a Pro. No matter what method you currently use to forecast, Autobox will improve your ability to forecast accurately. Autobox won the prestigious “best-dedicated forecasting program” in the Principles of Forecasting textbook and is now a website. AFS’s unique approach doesn’t try to shoehorn the data into a model or a limited number of models, allowing Autobox to combine, history and causal are in an optimal way incorporating when needed level shifts, local time trends, pulses, and seasonal pulses. Autobox discovers new causal variables by gleaning patterns from historical forecast errors and outliers identified by the Autobox engine! Many cases result in causal variables you may not have even known existed. i.e. promotions, holidays, day of the week effects, and many others. -
13
Google Meridian
Google
Google Meridian is an open source Marketing Mix Modeling (MMM) framework built by Google to help advertisers and analysts accurately measure the impact of their marketing efforts across online and offline channels without relying on cookies or user-level tracking. At its core, Meridian uses a Bayesian causal-inference model that can ingest aggregated data (spend, sales or KPI outcomes, reach/frequency, geo-level data, seasonality, and external controls) to estimate the incremental contribution each marketing channel (e.g., search, social, video, offline media) makes to overall performance, and compute return on ad spend (ROAS), response curves, and optimal budget allocation. Because it’s open source, users have full transparency into methodology and code, giving them control over model configuration, data inputs, and assumptions.Starting Price: Free -
14
Margin Minder
Salient
Margin Minder captures the details of all revenue and cost streams, nets the difference and adds in changes in volume growth. This gives your managers visibility of actual net value per customer with all causal details. Margin Minder helps you gain visibility and control of performance drivers affecting overall growth and profitability. Select from the topics below to learn how Margin Minder solutions can help you take control of your business challenges. Margin Minder for Retail is specifically designed to deliver the right information to help your store and category managers, merchandisers and buyers make decisions that maximize profitability down to the store, department, shelf, facing and square inch. Margin Minder is everything your professionals need for more efficient buying, selling, and promotion management. -
15
INCRMNTAL
INCRMNTAL
The platform provides you with the tools to uncover the causality behind your marketing activities with no need for user-level data. If your advertising is always on, your measurement should also be always on. Identify the incremental value across digital advertising channels, TV, influencers. Isolate bid changes which lead to no additional traffic. Find marketing activities which cannibalize on your organic user base or across paid marketing. INCRMNTAL works for the marketer. We don’t make the marketer work. Our platform uses the marketing data to perform on-going measurements while campaigns and channels run uninterrupted. Old School Incrementality measurement forced you to stop your campaigns in a country or create a control group. Our platform doesn’t need you to do anything different to show you if your activity is incremental or not. -
16
CatmanAi
Singular Intelligence
Using AI and enhanced data, CatmanAi can deliver more accurate and reliable outcomes than traditional, manual prediction methods, helping you make more accurate and reliable business decisions to improve your volume, value, share, & profit performance. Sign up for the ultimate forecasting and analysis platform for the consumer retail market. Consumer trends, true incremental sales by channel, product format, regions, and consumer segments. Conduct sensitivity analysis to understand the most critical assumptions and assess risks. Why and how a new product will grow the category. More accurate with innovative AI modeling and enhanced data. Automated, Augmented scenarios and evaluation for the most optimal decision. Forecasting with an understanding of all causal factors and total marketplace interaction. Evolving market and business drivers in the short and long term. Why and how a new product will grow the category. More accurate with innovative AI modeling and enhanced data. -
17
CX.AI
CX.AI
Automatically understand text feedback with the same accuracy of a human expert, but with computer-level speed. Machine Learning doubles the predictive power and the causal machine learning eliminates biases and blind spots of conventional driver analysis. We are here to make this work for you. Enterprises can’t leave things to chance just because it saves money. We are drowning in data. A dashboard should help you to draw key conclusions. The CX.AI simulator lets you size the impact of actions. Impacts on CX and financial bottom line.Starting Price: $600 per model per month -
18
SegmentStream
SegmentStream
SegmentStream is an AI-powered marketing measurement and attribution platform that helps companies understand the true impact of their marketing. It connects data across channels (paid media, organic, CRM, offline), goes beyond last-click attribution, and measures incremental lift — showing which campaigns actually drive revenue, not just clicks. On top of that, it uses predictive models to optimize budgets, forecast performance, and improve ROAS, even in privacy-restricted environments. In short: SegmentStream helps marketers measure what really works and spend budgets more effectively.Starting Price: $5,000 / month -
19
DeltaMaster
Bissantz
Business intelligence solution that assists enterprises with analysis, planning, and reporting. Should every employee be a data scientist? Should everyone be able to present their own and others’ conclusions? Should differences between correlation and causality be discussed at every single meeting? Not with DeltaMaster. The potential offered by data is best harnessed by defining specifications and guidelines, identifying variances, and undertaking immediate corrections in order to ensure target attainment. With DeltaMaster, you can leave behind adolescent fantasies of data rock stardom and data storytelling in favor of data-driven, fact-based performance management. Reports turn red when the figures are embarrassing. Reports turn blue like the sky when the figures are right. Piles of reports, a deluge of diagrams, stumbling blindly in the data cloud, all of these are old news. DeltaMaster lets everyone see and understand the next task in line. -
20
Falcon-7B
Technology Innovation Institute (TII)
Falcon-7B is a 7B parameters causal decoder-only model built by TII and trained on 1,500B tokens of RefinedWeb enhanced with curated corpora. It is made available under the Apache 2.0 license. Why use Falcon-7B? It outperforms comparable open-source models (e.g., MPT-7B, StableLM, RedPajama etc.), thanks to being trained on 1,500B tokens of RefinedWeb enhanced with curated corpora. See the OpenLLM Leaderboard. It features an architecture optimized for inference, with FlashAttention and multiquery. It is made available under a permissive Apache 2.0 license allowing for commercial use, without any royalties or restrictions.Starting Price: Free -
21
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 -
22
Falcon-40B
Technology Innovation Institute (TII)
Falcon-40B is a 40B parameters causal decoder-only model built by TII and trained on 1,000B tokens of RefinedWeb enhanced with curated corpora. It is made available under the Apache 2.0 license. Why use Falcon-40B? It is the best open-source model currently available. Falcon-40B outperforms LLaMA, StableLM, RedPajama, MPT, etc. See the OpenLLM Leaderboard. It features an architecture optimized for inference, with FlashAttention and multiquery. It is made available under a permissive Apache 2.0 license allowing for commercial use, without any royalties or restrictions. ⚠️ This is a raw, pretrained model, which should be further finetuned for most usecases. If you are looking for a version better suited to taking generic instructions in a chat format, we recommend taking a look at Falcon-40B-Instruct.Starting Price: Free -
23
DataLux
Vivorbis
A data management and analytics platform built to address data challenges and enable real-time decision making. DataLux comes with plug & play adaptors, providing aggregation of large data sets and the ability to gather and visualise insights in real-time. Use the data lake to pre-empt new innovations. Store data, ready for data modelling. Create portable applications by utilising containeristion in a public, private cloud or on premise. Bring multiple time-series market and inferred data together such as stock exchange tick data, stock market policy actions, related and cross-industry news, alternative datasets to extract causal information about stock markets, macroeconomics and more. Shape business decisions, product innovations by providing insights and informing key decisions to improve products. Run interdisciplinary A/B experiments across product development, design and engineering from ideation to decision making. -
24
LineView
LineView Solutions
LineView is a manufacturing efficiency program that guarantees a minimum 10% OEE increase in six months or less. The industry-leading software for high-speed lines offers real-time feedback, True Causal Loss, SAP integration, drill-down capability, easy configuration, maintenance KPI tracking, automated data capture and line balance monitoring. It optimizes bottling and packaging lines with a browser-based interface, role-based logins, and a hub for all operational data. With LineView, teams can focus on actions, not analysis, and see the immediate impact of their actions on productivity. LineView is a comprehensive solution that enables packaging operations to maximize throughput and achieve world-class OEE.Starting Price: Prefer not to disclose -
25
Subconscious.ai
Subconscious.ai
Subconscious.ai is a causal market research platform that enables users to conduct experiments, simulate respondents, and analyze results equivalent to the most well-replicated human studies. The platform features a synthetic respondent engine with a population of 127 million digital twins, generated from data of 800 million human respondents and validated against a century of economics, psychology, and sociology experiments . Users can simulate full user journeys in seconds without integration, analyzing websites to identify key drivers transitioning users from awareness to purchase. The platform employs a cyclical approach, alternating between quantitative analysis, qualitative insights, and human validation, central to its RLHF strategy for developing a human-level language model . Subconscious.ai also offers data augmentation by generating synthetic consumers to enrich datasets, enhancing insights and decision-making capabilities. -
26
NVIDIA PhysicsNeMo
NVIDIA
NVIDIA PhysicsNeMo is an open source Python deep-learning framework for building, training, fine-tuning, and inferring physics-AI models that combine physics knowledge with data to accelerate simulations, create high-fidelity surrogate models, and enable near-real-time predictions across domains such as computational fluid dynamics, structural mechanics, electromagnetics, weather and climate, and digital twin applications. It provides scalable, GPU-accelerated tools and Python APIs built on PyTorch and released under the Apache 2.0 license, offering curated model architectures including physics-informed neural networks, neural operators, graph neural networks, and generative AI–based approaches so developers can harness physics-driven causality alongside observed data for engineering-grade modeling. PhysicsNeMo includes end-to-end training pipelines from geometry ingestion to differential equations, reference application recipes to jump-start workflows.Starting Price: Free -
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Zenya FLOW
Zenya
To learn and improve as an organization, a powerful incident reporting is indispensable. The simple and user-friendly reporting system Zenya FLOW is available when and where employees need it and will definitely increase the willingness to report. The incident management process should be logical: everyone should know at a glance who is expected to do what. Causal analyses result in lessons learned and opportunities for improvement. Zenya FLOW is also ideal for workflow management within organizations. It offers flexible possibilities to set up your own forms and workflows that suit your organization and processes. Perform root cause analysis with powerful tools, set out actions for improvement and keep an overview with real-time dashboards. Quickly and flexibly set up a variety of workflows to support your organization’s regular, recurring tasks. -
28
BERA
BERA
BERA Brand Accelerator is a Predictive Brand Management platform powered by the world's largest syndicated brand equity data stream, providing an accurate, 360' view of brand health across categories and agnostically against the entire brand landscape. Our AI technology automates the real-time collection, analysis, and measurement of 109 consumer-based metrics, across 4,543 brands in 200 sectors globally to deliver you on-demand insights and strategic recommendations to optimize your brand strategy and grow financial outcomes. With BERA, marketers know precisely who to target, how to position, and what best next steps are necessary to strengthen their brand over time. If that's not enough, we take it a step further to show the causal impact of brand investments on the financial business results. -
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ExecSims
Powersim Solutions
Dynamic simulations, rated highly by corporate trainers and business school professors, provide the best experiential learning. Our simulations have proven to be valuable in revealing links between strategy, operating decisions and performance outcomes. The simulation will also serve as a practice field for developing skills in observing, assessing and engaging in effective conversations. To get the best hands on management learning experience, business simulations ought to mimic the real world as best as possible. Our simulations are built on dynamic simulation modeling platform capturing non-linear relationships, time delays and causal relationships to realistically evaluate the consequences of team decisions on the business outcomes. -
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DF mSafety AI
Datafoundry
DF mSafety AI is a cloud-based safety platform that leverages AI/ML and automation to enhance efficiency and user experience in safety case management and signal detection for drugs, cosmetics, vaccines, nutraceuticals, and medical devices. Built on Datafoundry's loud platform, DF Safety 4.0, it supports scalable and secure AI/ML-driven safety case and signal management, with pre-built connectors to enterprise systems, adhering to regulatory requirements and industry standards. Key features include multi-source case intake options, automated triage rule configuration, seriousness prediction, causality assessment, expectedness and listedness assessment, auto narrative generation, custom report generation, literature monitoring for safety, signal and risk management, case compliance alerts, integrated MedDRA and WHO-DD browsers, enhanced E2B R2 & R3 compliance, and an e-submissions gateway. -
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AgenaRisk
Agena
AGENARISK uses the latest developments from the field of Bayesian artificial intelligence and probabilistic reasoning to model complex, risky problems and improve how decisions are made. You can use AgenaRisk models to make predictions, perform diagnostics and make decisions by combining data and knowledge about complex causal and other dependencies in the real world. Our clients use AgenaRisk to model a variety of problems involving risk and uncertainty including operational risk, actuarial analysis, intelligence analysis risk, systems safety and reliability, health risk, cyber-security risk and strategic financial planning. AgenaRisk designs and markets groundbreaking products using Bayesian Network technology. Our technology and accompanying methodology has been published in top academic AI, machine learning, actuarial, decision science and cognitive science journals. -
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Shapelets
Shapelets
Powerful computing at your fingertips. Parallel computing, groundbreaking algorithms, so what are you waiting for? Designed to empower data scientists in business. Get the fastest computing in an all-inclusive time-series platform. Shapelets provides you with analytical features such as causality, discords and motif discovery, forecasting, clustering, etc. Run, extend and integrate your own algorithms into the Shapelets platform to make the most of Big Data analysis. Shapelets integrates seamlessly with any data collection and storage solution. It also integrates with MS Office and any other visualization tool to simplify and share insights without any technical acumen. Our UI works with the server to bring you interactive visualizations. You can make the most of your metadata and represent it in the many different visual graphs provided by our modern interface. Shapelets enables users from the oil, gas, and energy industry to perform real-time analysis of operational data. -
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Earnix
Earnix
Data & analytics are at the core of Earnix-powered solutions. We employ world-class data science, analytical modeling tools, optimization algorithms, and machine learning capabilities in delivering the best priced and most personalized financial product to every customer, every time. We enable the development and integration of various traditional GLM/GAM and ML models with a focus on making sure these models can be appropriately leveraged for pricing, rating & personalization strategies. With this goal in mind, we developed a Hybrid Model which takes advantage of both the predictive power of ML models and the causal inferencing of classical statistical models. The Earnix solution includes a wide set of optimization algorithms geared to handle various pricing & rating structures, regulatory & business requirements, and market scenarios. The algorithms support solving complex portfolios, lifetime value, multi-product, rank, and customer-centric optimization problems. -
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Causely
Causely
Bridging observability with automated orchestration for self-managed, resilient applications at scale. Every second, huge volumes of data are generated by observability and monitoring tools, capturing metrics, logs, and traces about all aspects of complex, dynamic applications. Yet it’s still up to humans to troubleshoot and make sense of all this data. They are locked in a never-ending cycle of responding to alerts, identifying root causes, and determining the best action for remediation. The process hasn’t changed fundamentally in decades, and it’s still labor-intensive, reactive, and costly. Causely removes the need for human troubleshooting by capturing causality in software, closing the gap between observability and action. For the first time, the entire lifecycle of detection, root cause analysis, and remediation of defects in applications is fully automated. With Causely, defects are identified and resolved in real-time, so applications can scale with high performance. -
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BMC Helix Operations Management
BMC Software
BMC Helix Operations Management is a fully integrated, cloud-native, observability and AIOps solution designed to tackle challenging hybrid-cloud environments. Take a service-centric approach to observability data for truly effective AIOps. Combine 3rd party observability data such as metrics, events, logs, incidents, changes and topologies into a central IT data store. See service health and enable best-in-class root cause isolation via auto-generated dynamic business service models. Improve signal-to-noise ratio with AI event suppression, de-duplication, and correlation to create actionable situations. Gain immediate root cause isolation through AI probability assignments to causal nodes using data and service models. Prevent issues before they occur with Business Service Health monitoring and AI outage prediction. Troubleshoot rapidly with log enrichment and analytics. Easily request and execute automations from BMC or 3rd party tools. -
36
Pathmetrics
Pathmetrics
Pathmetrics is a WordPress plugin that helps marketers track every step of the customer journey from first visit to final conversion. It gives instant visibility into how every page and marketing channel contributes to sales or form submissions without relying on complex analytics tools. Designed for simplicity, Pathmetrics visualizes the complete conversion path and calculates the time between first click and conversion, providing clarity on multi-touch attribution. The plugin integrates seamlessly with popular form builders like Gravity Forms, WPForms, Contact Form 7, Jetpack Forms, and Ninja Forms, as well as WooCommerce. Fully GDPR-compliant by default, it automatically connects with cookie consent tools such as Cookiebot, CookieYes, and Complianz. With Pathmetrics, businesses can finally understand which channels drive real revenue and optimize their marketing spend with unbiased data. -
37
EPIC HRMS
EPIC Software
EPIC Software’s Suite of Employee Productivity Tools (EPT) causally improves employee retention and offers the right combination of features, functionality, intuitive ease of use, and affordability to help organizations attract, develop, motivate and retain a high-performance workforce year round. EPIC HRMS™ resolves the age-old issue of automating paper-based HR and Employee Life Cycle Talent Management documents – if HR, Managers and Employees have access to the internet then they have access to the EPIC HRMS™. By significantly reducing or eliminating document printing, revision, distribution and storage costs, EPIC HRMS™ allows your HR and Workforce management activities to “Go Green” while incorporating them into a single, dynamic, online system of record. Our proposals include a detailed business case which has proven to engage the clients' Finance team early in the process. Our dedicated team is trilingual; we speak HR, Business and Technology!Starting Price: $2 per month -
38
Attribuly
Attribuly
Attribuly is a marketing attribution and analytics platform designed to help Shopify merchants optimize their marketing strategies by providing accurate insights into return on ad spend, customer lifetime value, and overall growth. It offers advanced attribution and tracking tools, including server-side tracking, multi-touch attribution, and customer analytics, to create a comprehensive data engine for enhancing growth systems. By utilizing first-party customer data, Attribuly enables brands to optimize advertising algorithms, make strategic decisions, personalize user experiences, boost conversion rates, and streamline revenue channels, thereby fostering ongoing revenue growth and maintaining a competitive edge. The platform supports over 10,000 ecommerce entrepreneurs and integrates with various marketing channels, including Facebook, Google, TikTok, and Bing ads, as well as email marketing platforms like Klaviyo.Starting Price: $79 per month -
39
ScrumDesk
ScrumDesk
The tool for senior management. Align the company with transparency and self-management. Focus teams on Objectives and Key Results (OKR) instead of tasks. Connect objectives to your initiatives and backlog items. The tool for the Product Owner. Multi-level hierarchy user stories map with visual cards. Business initiatives, themes, epics, features, user stories. Manage the project schedule with roadmaps. Release and sprint planning. Compact Scrum project management tool for the development team with the product backlog, sprint plannings, daily scrum, sprint review. Scrum teams track tasks on Kanban boards by drag and drop. Customize workflow. Impediments management. The tool for Scrum Master. Improve continuously. Facilitate online or onsite retrospectives. Team voting for the most important ideas. The best 14 retrospective techniques included. Analyze complex problems with root cause analysis. Causal loops diagram or mind maps. 5 why technique.Starting Price: $18 per month -
40
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. -
41
Azilon Risk Manager
Azilon
Operational Risk Management is defined under the Basel Banking Accord as the risk of direct or indirect loss resulting from inadequate or failed internal processes, people and systems or from external events. Whatever your business and even before you have sold a product, operational risk threats are prevalent. The ability to understand such exposures, both in likelihood of occurrence and impact ensures that you can prioritize effective control for the most serious of risks. Understanding causality of faults will also assist staff improve their business practices, reduce costly errors and maintain a high level of delivery to your customers. Loss Data often referred to as internal data and is the process of accurately tracking loss event information and assigning such data points to business units, processes and control failures that caused or contributed to a fault. -
42
SpotIQ
ThoughtSpot
It’s not easy to know where to look in your data for insights, let alone find the time to build your own reports and dashboards. Using the power of AI, SpotIQ automatically uncovers personalized insights and delivers them to you in seconds. SpotIQ leverages the power of ThoughtSpot’s in-memory calculation engine to run thousands of queries on billions of rows of data and execute dozens of insight-detection algorithms. Identify unusual patterns that do not conform to expected behavior. Identify causal relationships between business drivers and outcomes. Analyze business data over time to identify consistent patterns in noisy data. Identify similarities and differences between groups of data. As people search to analyze their data in ThoughtSpot, SpotIQ learns what’s important and tunes its algorithms to provide more relevant insights. The more people and data in ThoughtSpot, the smarter it gets. -
43
Singular Intelligence
Singular Intelligence
The Singular Intelligence AI platform is a Complete, End-to-End Software that will let you reach real Insights from your Data. Designed for direct use by business decision makers, integration with business processes or automated decisions, in any device, the Singular Intelligence solution offers are modular and scalable. Singular Intelligence offers an applied AI product in SaaS model. Forward looking decisions augmented with AI simulations using all causal factors. Use AI as an intelligent assistant that suppress all the limits and constraints you are currently facing with standard systems. Provide the best actionable recommendations to the teams you support. Optimize production, replenishment, product availability along the whole chain. Avoid unnecessary product and food waste, reduce opportunity costs, limit unnecessary promotions and firesales. -
44
VSClinical
Golden Helix
VSClinical allows for the clinical interpretation of variants based on ACMG & AMP guidelines. The VSClinical guided workflow enables following the American College of Medical Genetics (ACMG) guidelines used to identify and classify causal variants for inherited disease risk, cancer predisposition, and the diagnosis of rare diseases. The ACMG/AMP joint guidelines for variant interpretation provide a set of criteria to score variants and place them into one of five classification tiers. Following the guidelines requires deep diving into the annotations, genomic context, and existing clinical assertions about every variant. VSClinical provides a tailored workflow to score each relevant criterion while also providing all the bioinformatic, literature and evidence from clinical knowledgebases to assist in the scoring and interpretation process. VSClinical is designed to allow variant scientists to efficiently process variants. -
45
ROIVENUE
ROIVENUE™
ROIVENUE™ is a marketing intelligence suite built to maximize ROI through data-driven attribution and integration. All your advertising, CRM, and web analytics data in one place. Harness the power of multi-touch attribution to get the most out of your ad spend. The customer journey does not consist of just a single touchpoint. Data-driven attribution enables you to understand the true contribution of each channel. It gives you the datapoints to allocate budgets for maximum performance. Our AI-based predictive model tells you how to reallocate your budget among channels for maximum performance. Depending on your marketing goals, you can optimize advertising channels for profit or revenue,Starting Price: €99 per month -
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TrackBee
TrackBee
Maximize the effectiveness of your marketing budget by utilizing our cutting-edge tracking and attribution software for precise results. TrackBee can be connected to all advertising channels! The channels are easy to integrate. Also, we actively contribute to the improvement of these advertising channels by sending real-time data back to the platforms. Track with ease despite iOS 14.5, cookie consent, and ad blockers — our solution has you covered. Sign up, connect store and you are ready to go. Gain insight in all your marketing channels within one comprehensive dashboard. In order to enhance the performance of the ad platform's pixel, we send the data back to your pixels. Optimize your ad spend: minimize losses with smart data.Starting Price: €100/month per store -
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Blackwood Seven
Blackwood Seven
In marketing attribution methodologies around the globe there are two fundamentally differentiated approaches deployed. The first one is the top down population based approach which was traditionally done through multiple linear regression which heavily limited the number of media channels and variables that could be quantified at any given time. The second approach is the bottom up approach where individual cookie-based interactions are summed up to form a bigger picture. With Hamilton AI we have developed a new generation of unified measurement models. Models that can both attribute, optimize and allocate the biggest share of most marketing budgets. Namely the paid media spend. All without the disadvantages of the previous models. Scattered and incomparable data combined with multiple dedicated tools to measure the impact of marketing activities are leading to spurious attribution and sub-optimization. -
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DeepTracker AI
DeepTracker AI
DeepTracker is an AI-powered investment-research and decision-intelligence platform that helps you turn ideas into executable strategies and filter out noise across global markets. By ingesting over 12,000 trusted sources and monitoring 10,000+ investor voices, DeepTracker’s engine strips away roughly 95% of irrelevant chatter and surfaces high-value insights and causal signals you can act on. With its natural-language interface, you simply input your strategy idea and the system generates a validated, visualized plan built on data from more than 6,000 financial-data feeds, enabling you to quickly map out an investment approach. The platform also provides daily market-brief summaries, supply-chain and geopolitical-risk monitors, real-time alerts on significant triggers, and dashboards to track performance and portfolio-planning insights, giving both individual and institutional users faster, clearer decision-making.Starting Price: $49.99 per month -
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Aetion Evidence Platform
Aetion
Aetion Evidence Platform® delivers real-world evidence for life sciences companies, payers, and at-risk providers. We help you answer the high-stakes questions in health care: what works best, for whom, and when. Because better answers lead to better decisions. As a partner to the majority of the top 20 global biopharma firms, leading payers, and the FDA, Aetion informs the most critical decisions in the industry. Our transparent analyses guide product development, commercialization, and payment innovation into health care’s modern era. Aetion Evidence Platform moves the application of real-world evidence from descriptive analytics to causal conclusions. And it delivers answers within days and weeks—the rapid results needed to improve clinical and financial outcomes. Turn your best available information into insights you can use now. -
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WorkMagic
WorkMagic
WorkMagic helps omnichannel brands measure the true impact of their marketing by combining incrementality testing, multi-touch attribution, and MMM into one unified platform. Its automated geo-based incrementality tests reveal what spend actually drives incremental sales across DTC, Amazon, retail, and wholesale. Instead of relying on guesswork or over-attribution from ad platforms, WorkMagic calibrates attribution models using real experimental results for maximum accuracy. Brands get a clearer view of performance, smarter budget allocation, and higher iROAS. Onboarding takes minutes, thanks to seamless integrations with Shopify, marketing channels, and marketplaces. With WorkMagic, teams finally understand what truly works—and what doesn’t—and can scale efficiently with confidence.
