Data & Analytics

Cleora.ai is a Rust-powered graph embedding engine designed for generating deterministic, production-grade embeddings. It leverages sparse Markov propagation with interleaved whitening, operating exclusively on CPU without requiring GPUs. This tool is significantly faster and uses less memory than many alternatives, making it ideal for large-scale datasets and complex graph structures like heterogeneous hypergraphs. Cleora eliminates the need for random walk sampling and skip-gram training, ensuring perfect reproducibility. It offers a Python API and includes 7 alternative algorithms for comparison, along with a rich evaluation suite and hyperparameter tuning capabilities, all within a compact 5MB installation.

Usermaven is an AI-powered analytics and attribution platform designed for marketing teams, agencies, and brands. It unifies website, product, and marketing data to provide accurate, real-time insights into the full customer journey, from first touch to purchase and retention. Key features include multi-touch attribution with seven models, comprehensive web and product analytics, user journey mapping, and AI-driven funnel analysis. The platform automatically tracks events without requiring developer input and bypasses ad-blockers to ensure 99% data accuracy. Usermaven also prioritizes user privacy, ensuring GDPR and CCPA compliance and offering cookieless analytics.

Digilytics AI offers purpose-built AI solutions designed to help lenders transform complex data into a competitive advantage. The platform, Digilytics RevEL, streamlines lender workflows and elevates the borrower experience by providing clear, actionable insights. Key features include Automated Portfolio Verification (APV) for a consolidated overview of borrower portfolios, Automated Income Verification (AIV) for real-time affordability insights, and AI Agents to automate document-heavy processes. Digilytics AI aims to approve loans faster, make compliance effortless with automatic and auditable outputs, and free up teams to focus on value-added tasks, ultimately driving higher throughput with lower risk for mortgage, asset, and SME lenders.

GoodVision offers AI-powered solutions for traffic management, enabling transportation professionals to collect, analyze, and act on traffic data efficiently. The platform extracts data from videos and live streams using existing cameras, replacing manual collection methods. Key products include GoodVision Video Insights for advanced traffic analytics and automated model calibration, and GoodVision Live Traffic for 24/7 real-time monitoring and control. It supports various camera types, including CCTV, IP cameras, and drones, and can detect incidents, monitor intersections, analyze parking, and perform road safety analysis. The system can also calculate key safety metrics like Post-Encroachment Time (PET) and Time to Collision (TTC), offering comprehensive insights for smarter and safer traffic management.

DevDynamics is an engineering analytics platform designed to help software teams ship better quality software, faster. It provides comprehensive visibility into the entire development pipeline, offering engineering metrics, DORA metrics, and goal tracking using real data. The platform includes Dyna AI, an AI copilot for engineering leaders, which answers questions about team performance and metrics. DevDynamics integrates with over 20 tools like Jira, GitHub, CI/CD, and PagerDuty, consolidating engineering data for deeper insights and smarter recommendations. It also offers features like delivery forecasting, investment distribution analysis, and developer profile tracking to understand contributions and impact. The platform is SOC 2 certified, ensuring enterprise-grade security.

Dendrite.ai is a comprehensive, integrated research platform designed for various machine learning and business intelligence needs. It offers an Enterprise platform with no-code capabilities, allowing users to perform end-to-end machine learning tasks from data pre-processing and transformation to exploratory data analysis, model building, and tuning with point-and-click ease. Unlike many competitors, Dendrite.ai emphasizes unlimited predictions, models, training data, and code file downloads. The platform aims to accelerate research journeys for scientists, researchers, and data scientists by simplifying repetitive tasks and providing a user-friendly environment for both theoretical understanding and practical application of machine learning.

Kashikoi is a comprehensive simulation platform designed for building, evaluating, and rigorously testing AI agents. It enables users to identify and fix bugs in their AI models before they reach customers, ensuring a more robust and reliable product. The platform simulates real-world interactions to autonomously assess agent performance, offering features like AI agent benchmarking with a single prompt and no-code evaluation. Kashikoi supports custom integrations for various AI stacks, allowing users to connect their agents and run realistic simulations against customizable scenarios. It provides actionable insights and synthetic data to optimize prompts, fine-tune models, and enhance overall agent performance, helping users ship better AI agents faster.

Nebuly offers enterprise user analytics specifically designed for AI agents, enabling organizations to gain deep insights into how both employees and customers engage with their AI solutions. The platform analyzes AI conversations to surface critical data points such as adoption patterns, user fluency, common use cases, and the overall ROI of AI investments. It helps identify which departments and roles are actively using AI agents, track task completion rates, and detect signals like user frustration or upsell opportunities. Nebuly is built to integrate with existing AI agents, offering secure, on-premise or private cloud deployment options and purpose-built models for accurate, scalable analysis without sending data to external APIs.

Prophecy Labs specializes in bridging the gap between businesses and Artificial Intelligence technologies by designing and deploying AI applications and Big Data platforms. They offer tailored solutions, from ideation to implementation, to generate real business value. Services include Expertise on Demand, providing skilled consultants, and training programs to enhance AI knowledge and skills within client teams. Prophecy Labs also conducts Discovery Workshops to evaluate use-cases and deliver actionable insights for successful AI implementation, focusing on cloud-based solutions and data-driven decision support.

ZeroCarbon Tech is India's leading carbon accounting and BRSR reporting software, designed for enterprises and startups to manage their environmental impact. The platform enables automated data collection and AI validation to calculate carbon footprints across Scope 1, 2, and 3 emissions. Users can generate audit-ready reports for various regulatory frameworks, including BRSR, GHG Protocol, and CDP. ZeroCarbon also offers AI-powered insights for emissions reduction strategies and facilitates the offsetting of verified carbon credits with transparent audit trails. Its unified dashboard tracks emissions, compliance status, and climate action progress, making it a comprehensive solution for carbon accountability.

Student Voice AI offers automated, consistent, accurate, and relevant analysis of student comments for higher education institutions. The platform provides multi-dimensional categorisation, sentence-level analysis, and precise sentiment evaluation, all benchmarked against sector data. It helps universities understand student feedback from various surveys, including NSS, PTES, PRES, UKES, and module evaluations. Key features include intelligent redaction for privacy, comprehensive summarisation, and at-risk student alerts. The tool generates tailored reports for departments and schools, offers sector benchmarking against over 100 UK institutions, and tracks trends over time, enabling data-driven decision-making to enhance the student experience.

Triple Whale is an AI-powered intelligence platform specifically designed for ecommerce brands, offering a unified solution for measurement, analytics, AI, creative, and automation. It aims to eliminate scattered and inaccurate data by providing a single source of truth, enabling brands to gain insights faster than ever before. Key features include the Moby AI for ecommerce-specific tasks like budget reallocation and creative generation, advanced identity resolution with Triple Pixel, and a fully-managed, AI-optimized data warehouse. The platform integrates with over 60 tech stack connections and offers tools like Moby Chat for real-time insights and Moby Agents for task automation. Triple Whale helps brands acquire shoppers, retain customers, convert visitors, and scale operations with confidence.

TruFit Talent is an AI-driven platform designed to revolutionize hiring for K-12 schools and districts by providing evidence-based talent assessment. It moves beyond traditional resumes, which often fail to predict success and are increasingly influenced by AI-generated content, by utilizing role-relevant simulations and AI-powered analysis. The platform assesses candidates' working styles, how they handle real-world scenarios, and reviews past impact, offering transparent and traceable talent decisions. This approach helps reduce first-year teacher turnover, increase diversity, and save costs associated with poor hiring. TruFit Talent aims to provide a comprehensive picture of a candidate's capabilities, ensuring that schools hire individuals who are truly a good fit for their unique environments.

ParallelDots offers ShelfWatch, an advanced AI Image Recognition solution designed for CPG and retail brands to optimize retail execution. It enables monitoring of in-store compliance, identification of execution gaps, and data-driven visibility into shelf performance in real-time. Key features include fast and accurate image capture with up to 98% accuracy, AI training within hours for new SKUs, and comprehensive shelf analytics. The platform provides real-time retail execution guidance, competitive intelligence, and visual store proof. It also supports augmented reality-based audits and offline recognition. ShelfWatch integrates seamlessly with existing retail solutions like SFA, Merchandising, CRM, and field audit agencies, streamlining store audits and maximizing ROI on trade spends.

Zectos is a premier technology firm dedicated to delivering value-based offerings across artificial intelligence, software, and analytics. They provide an extensive spectrum of technology-led services, including Agile Application Development, Analytics, AI, CRM, Blockchain, DevOps, Digital Commerce, Digital Marketing, Embedded Systems, ERP, and IoT. Zectos aims to empower businesses to strengthen their agility and competitiveness by transforming various industries such as Automotive, Banking, Financial Services, Healthcare, Media, Publishing, Non-Profit, Education, Oil & Gas, Public Sector, Retail, E-Commerce, and Travel & Logistics. Their approach is driven by principles of client-centricity, innovation, agility, and passion, ensuring excellence in their offerings and helping clients become future-ready.

Personalive is an AI-powered research platform designed to unlock customer understanding through hyperrealistic personas. It enables businesses to run AI-powered marketing research with personas that think, feel, and react like real customers. The platform captures cultural, social, emotional, and behavioral context from diverse data streams, offering global reach to access any customer segment worldwide. Personalive supports various research needs including concept testing, product testing, ads & message testing, brand perception, surveys, interviews, focus groups, and A/B testing. Users can customize surveys, leverage AI to generate targeted questions, analyze results, and conduct real-time follow-up interviews, all within one seamless experience.

Untrite is an AI-powered decision intelligence platform designed for high-stakes operations, including emergency services, corporate security, and high-risk industries. It leverages patented technology for real-time speech analysis, dynamic risk assessment, and intelligent decision support. The platform extracts structure from chaos, surfacing risk, context, and actionable insights as events unfold. Untrite offers two main platforms: THRIVE for policing, which handles control room triage, post-incident reporting, and case file assembly, and MIRA for security and high-risk operations, focusing on documentation, compliance, risk analytics, and workforce management. It aims to solve information overload, manual bottlenecks, delayed risk assessment, context loss, and inconsistent documentation by providing real-time intelligence.

LLM Gateway offers a unified API interface to route, manage, and analyze LLM requests across more than 25 providers and 210 models, including OpenAI, Anthropic, and Google. It allows users to switch between models and providers without changing code, using a single API key. The platform provides deep, real-time analytics on cost, latency, and reliability, helping users optimize their LLM usage. Key features include secure key management, self-hosting options, and guardrails for prompt injection and PII detection. It's designed to integrate seamlessly with existing OpenAI SDK code by simply changing the base URL, making it easy for developers to adopt.

ScoreGenius is an AI-powered football betting prediction tool designed to give users an edge in sports betting. It leverages artificial intelligence to analyze over 1,000 data points per match, including team form, injuries, tactics, referee performance, and head-to-head matchups, drawing from more than 10 years of relevant data. The platform boasts an 81% outcome prediction accuracy, aiming to turn football betting into a data-driven strategy rather than a gamble. Users can create an account, select a match, and receive accurate predictions, winning probabilities, and betting insights to maximize returns. It focuses on team-level analysis and does not provide exact score predictions or individual player statistics.

Trend IQ is an AI-powered technical analysis platform designed for active traders, including swing and scalp traders. It leverages computer vision to analyze trading chart screenshots from various platforms like TradingView, Binance, and MetaTrader. The tool identifies candlestick patterns, chart formations, trendlines, support/resistance levels, and technical indicator readings. It provides detailed technical analysis with suggested entry, stop-loss, and take-profit levels, making technical analysis faster and more accessible. Trend IQ supports global equities, major forex pairs, and popular cryptocurrency markets, and is intended for educational and learning purposes, not automated trading.

VidStats is an AI-powered YouTube analytics platform designed for content creators to enhance channel performance and growth. It offers a comprehensive suite of tools including an advanced analytics dashboard for tracking key metrics, AI-powered comment sentiment analysis, and a growth forecaster. Users can also benefit from personalized content recommendations, audience segmentation, and real-time trend analysis. The platform provides data-driven recommendations for optimal posting schedules and competitor benchmarking. Additionally, VidStats includes tools for content optimization, global traffic insights, and an AI-powered content idea generator, making it a robust solution for serious creators looking to maximize their YouTube presence.

Calypso is an AI-powered platform designed for public markets, leveraging AI agents to analyze earnings calls, track management sentiment, and identify alpha for hedge funds and institutional investors. The platform significantly reduces earnings research time by over 80%. Key features include AI Debates, which distill bull/bear cases from earnings calls, semantic Transcript Search across all filings, and Financial Data that automatically pulls revenue, margins, and valuations. Users can also utilize AI Chat to ask natural language questions about any company, with answers cited from primary sources. Calypso offers real-time processing of transcripts, a finance-trained AI built on GPT-5.2, and ensures data privacy for all users. It covers over 400 companies across major sectors, with new companies added each earnings season.

Solver AI Suite, part of the Solver 360 offering by Things Solver, provides AI-powered tools designed to automate processes, enhance business intelligence, and drive growth. It features a modular approach, allowing businesses to select specific functionalities like Customer Hub, Marketing Hub, and Personalization Hub. The suite helps gather audience data in one place, offers a 360-degree overview of individuals, and enables automated campaigns and personalized flows. It is built for business people, not IT or coding experts, ensuring ease of use with simple integrations and intuitive platforms. Solver AI Suite aims to help businesses make data-centric decisions, predict customer behavior, and increase conversion rates across various industries like insurance, telco, banking, and retail.

VEF Academy offers comprehensive training and services in AI and data for both individuals and businesses. Their courses cover a range of topics including Generative AI, SQL, Power BI, Excel for Business Intelligence, and Python for Data Analysis. The academy also provides consulting services for businesses in areas like business intelligence, data visualization, and AI product development. With a focus on practical application, VEF Academy aims to equip students and professionals with the skills needed to leverage data and AI effectively in their work, offering both in-person and online learning opportunities.