Data, Analytics & AI
Transform Data into Actionable Insights to Drive Growth and Innovation
Solving the Problem of Untapped Data Potential
In a data-driven world, many teams struggle to turn their vast amounts of data into actionable insights. At SingleStone, we address this challenge head-on with cutting-edge data, analytics, and AI solutions that help you make informed decisions, drive growth, and stay ahead of the competition.
At SingleStone, we preserve the meaning and value of data through accuracy, transparency, and interoperability. We empower your teams to build strategies with confidence and execute new experiences aligned with business intent and customer outcomes.
Achieve Greater Business Outcomes
Optimize Performance & Efficiency
Maximize efficiency and performance with streamlined processes and data-driven insights.
Enhance Decision-Making & Innovation
Make informed decisions quickly and drive innovation using accurate data and AI technologies.
Ensure Data Quality & Integration
Maintain high data quality and simplify integration with AI-enabled harmonization for reliable insights.
Data, Analytics & AI Services
Data Infrastructure Modernization
One-size-fits-all data systems hinder sharing and transparency. We pair modern data platforms like Snowflake with domain-driven, people-oriented solutions that start small and scale outward.
- Rapidly assess the architecture of your existing data systems.
- Design a future state architecture aligned to how information flows in your organization.
- Create a strategic roadmap to a data architecture that fits and grows with your business.
AI/ML Discovery & Experimentation
We provide short and predictable roadmap for learning how your company can leverage AI and machine learning to drive efficiency and create insights.
- Ensure youʼre hitting the right target with expert problem framing, processes, and controls.
- Gain a clear understanding of unintuitive pitfalls like overfitting, bias, and misalignment.
- Empower leaders to be cautiously competitive in a rapidly changing landscape.
AI Enabled Data Harmonization
Turn your data catalog into a hub of shared meaning that empowers analysts to streamline identify source data more quickly, streamline integrations, and create more accurate reports.
- Use LLMs to look across your entire metadata ecosystem.
- Detect and group together names and definitions that have similar meaning.
- Consolidate disparate representations into a high-quality, enterprise-wide glossary.
Implementation Support & Training
Choose and implement the right analytics software to get the most value from data.
- Understand existing culture, processes, and technologies for best fit with available options.
- Guide organization through installation, configuration, and change management.
- Educate stakeholders on data analytics best practices.
data.world Strategy & Implementation
Empower your team with an AI-ready data catalog that people love to use.
- We provide expert guidance from design and configuration through launch and adoption.
- Get maximum ROI through widespread adoption and high-engagement.
- Accelerate knowledge graph formation with AI-powered data harmonization.
Data Management & Process Optimization
Build scalable solutions for improved data accuracy, transparency, and interoperability.
- Use human-centered automation to improve data quality at the point of collection.
- Ensure the business value of data by treating it as a product.
- Establish and grow scalable data management practices.
Data Strategy, Roadmapping & Governance
Develop comprehensive data product-oriented strategies that build stakeholder support and accelerate time to value.
- Work with stakeholders to define goals, document current state, and explore whatʼs possible.
- Develop strategies that ensure demonstrable business value through quick wins.
- Use processes and automations to ensure compliance with industry standards.
Enterprise Analysis, Reporting & Visualization
Uncover hidden trends, patterns, and relationships and drive better decisions.
- Create understandable and compelling dashboards, reports, and visualizations.
- Migrate legacy reporting to modern platforms like Power BI and Tableau.
- Tune up analytics workflows for better performance and accuracy.
Partners
AI Assisted Data Harmonizer
USE AI TO TURN YOUR DATA CATALOG INTO A HUB OF SHARED MEANING IN JUST ONE WEEK
Conflicting language in metadata slows analysis and integration. We use AI to harmonize your data, streamlining analysis and improving report accuracy, transforming your data catalog into a powerful tool for shared understanding.
- Get Started: Send us a table with glossary terms and definitions from your data catalog (e.g., data.world)
- Process: Our AI-powered Harmonizer analyzes your metadata to identify conflicting language describing the same business concepts
- Outcome: Receive user-friendly files for intuitive exploration and discovery of potentially conflicting terms and definitions
Data Catalog Readiness Assessment
DATA CATALOGS INCREASE TRANSPARENCY, TRUST, AND REUSABILITY FOR DATA
As organizations grow—especially by acquisition—they lose track of their data. We provide an expert assessment of whether a data catalog is the right way to make enterprise reporting easier.
- Week 1-2: Stakeholder interviews and system analysis — Identify the main components of your business and examine how organizational structure and data complexity creates drag on analytics.
- Week 3-4: Requirements and options analysis — Clarify the impediments to data reusability across the organization and assess whether a data catalog will help.
- Outcome: Expert assessment on the suitability of a data catalog for your organization's needs.
Data View - A Unified Domain Model of Your Data
Increase your AI-readiness with a comprehensive semantic map of your business
AI & analytics workflows work best when they are buttressed by a strong semantic layer. We use Domain-Driven Design to create a unified semantic model of your business that streamlines integrations, increases data awareness, and powers generative AI applications.
- Week 1-2: Event storming, stakeholder interviews, and system analysis — Identify the main components of your business and how they interact through in-person workshops and AI-powered data crunching.
- Week 3-4: Bounded contexts with semantic model — Clarify how the data systems in your business relate to each other based on how people in the business talk about concepts.
- Outcome: Knowledge Graph representation of your current data systems.
Case Studies
Leading Insurer Harmonizes Data from 50+ Operating Units
Discover how W.R. Berkley's acquisitions created unique data challenges. Hear from Rob Reynolds on navigating separate databases and varied terminologies.
Financial Leader Enhances Decision Making & Reporting
Discover how SingleStone's solution revolutionizes labor forecasting, enhancing precision and speed while empowering smarter decision-making and improved financial opportunities.
Modernized Data Warehouse Increases Business Self-Sufficiency
How SingleStone modernized a biotech company's data warehouse, boosting self-sufficiency and data publishing speed. Our one-month project designed a scalable AWS solution and an actionable roadmap for future growth.
20+ Years of Experience Transforming Data Into Actionable Insights Across Various Industries
Innovative Solutions
We leverage the latest AI and machine learning technologies to stay ahead of the competition.
Holistic Approach
We address both technical and strategic aspects of data management for comprehensive transformation.
Human-Centric Focus
We prioritize your business goals and user satisfaction, delivering insights that drive growth and innovation.
Continuous Support & Empowerment
We provide ongoing support and knowledge transfer to empower your team, ensuring they can manage and evolve your data strategies.
Ready to Modernize Your Tech and Simplify Your Data?
Schedule a call to get your questions answered and discover how we can help you in achieve your goals.
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