BUILDING THE INTELLIGENCE FABRIC

Transform Chaos
Into Clarity

We build custom analytics tools that preserve, restore, and transform fragmented data into actionable intelligence—ensuring critical information remains accessible when it matters most.

Using advanced AI, machine learning, and custom engineering, we specialize in spatial and time series analytics that understand both where things happen and when—from power plants to retail locations, manufacturing facilities to real estate portfolios.

$50M+
Value Identified
10+ Years
Experience
< 1 Month
Time to Value
PRESS & RECOGNITION

Our work has been featured in leading publications and recognized for its impact on data accessibility and intelligence systems.

"Fulton Ring restored critical public access to climate risk data when government tools were removed, preserving and rebuilding intelligence systems that help communities understand their vulnerability to extreme weather."

THE TEAM

Built by Practitioners.
Led by Founders.

We're not consultants who parachute in and leave. As founders, we roll up our sleeves and build alongside you. Every line of code, every model, every decision—we own it end-to-end.

Rajan Desai

Co-Founder & CEO

Rajan handles business development and client relationships. He works with organizations to understand their data challenges and translate those into actionable project scopes. His background in data science helps him bridge the gap between technical capabilities and business needs.

Focus Areas

Business Development Client Relations Project Scoping Data Strategy
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Jeremy Herzog

Co-Founder & CTO

Jeremy leads technical development, from architecture decisions to implementation. He builds data pipelines, analytics dashboards, and the infrastructure that makes everything work. With experience across startups and larger organizations, he focuses on building systems that are both functional and maintainable.

Focus Areas

Full-Stack Engineering System Architecture Data Pipelines Data Visualization
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Why We're Different

Most consulting firms profit from extended engagements and billable hours. They have every incentive to let you pay for bad ideas, over-engineered solutions, and projects that drag on. We're different. Our success is tied to your outcomes, not our invoices. We'll tell you when an idea won't work, when you're overcomplicating things, and when you should stop throwing money at a problem. As founders, we're in the code, in the data, in the trenches—and we're honest about what actually works.

Honest Advice
We'll tell you when something won't work. No sugar-coating, no billable hour padding.
Aligned Incentives
Our success is tied to your outcomes, not our invoices. We win when you win.
Pragmatic Solutions
We'll tell you when you're overcomplicating things. Simple solutions that actually work.
CASE STUDIES

Real Results.
Measurable Impact.

We don't just build systems—we deliver outcomes. Here's how our custom analytics tools have transformed organizations across industries.

Want to see how we can transform your organization?

Schedule a Consultation
OUR APPROACH

Custom Analytics Tools.
Tailored to Your Needs.

We build custom analytics tools that combine spatial and time series intelligence to transform your data into actionable insights. Each solution is designed specifically for your organization's unique challenges—whether you're monitoring power plants, optimizing retail locations, or managing real estate portfolios.

Unified Data Layer

A single source of truth that aggregates, normalizes, and enriches data from across your entire organization. No more data silos, no more reconciliation nightmares. Every system speaks the same language.

Real-time data synchronization across all systems
Automated schema mapping and transformation
Data quality monitoring and auto-correction

Spatial & Time Series Intelligence

Advanced analytics that understand both where things happen and when. Our models specialize in time series forecasting, spatial pattern recognition, and temporal anomaly detection—perfect for power plants, manufacturing, retail, real estate, and government operations.

Time series forecasting & prediction models
Spatial pattern analysis & geographic intelligence
Temporal anomaly detection & alerting

Decision Orchestration

Automated workflows that translate intelligence into action. From alerting to autonomous responses, your organization can act on insights at the speed of thought—or faster.

Event-driven automation pipelines
Multi-stage decision trees with confidence scoring
Human-in-the-loop escalation protocols

Intelligence Interfaces

Custom-built dashboards, APIs, and interfaces that make your analytics tools accessible to every stakeholder—from C-suite executives to frontline operators.

Role-based access with granular permissions
Natural language query interfaces
RESTful APIs for system integration

Built for Your Scale

We build analytics tools that scale to your organization's needs—whether you're processing gigabytes or petabytes, handling thousands or millions of events. Every solution is architected for your specific data volumes, performance requirements, and growth trajectory.

100%
Custom Built
Scalable Architecture
Production Ready
CORE CAPABILITIES

Operational Intelligence
At Scale

We build custom analytics tools that preserve, restore, and transform fragmented organizational data into cohesive decision-making systems. Our technology-agnostic approach ensures your solutions are built on the right foundation for your specific needs.

Data Orchestration & Ingestion

We build automated pipelines that ingest, normalize, and preserve data from hundreds of disparate sources—databases, APIs, IoT sensors, documents, spreadsheets, and legacy systems. Our intelligent extraction engines transform unstructured content into structured knowledge graphs, ensuring critical data remains accessible even when sources disappear.

Spatial & Time Series Intelligence

Our custom AI models specialize in spatial and time series analytics—understanding both where things happen and when. We build forecasting models, spatial pattern recognition, and temporal anomaly detection tailored to your domain.

Interactive Intelligence Dashboards

We build custom analytics dashboards that make complex data accessible to decision-makers. From executive dashboards to operational control centers, our interfaces enable real-time monitoring, exploration, and action.

Knowledge Graph Architecture

We construct organizational knowledge graphs that map relationships across your entire data ecosystem. This semantic layer enables complex queries, relationship discovery, and contextual intelligence that traditional databases can't provide.

Automated Decision Systems

We build rule engines and automated workflows that translate intelligence into action. From alerting systems to autonomous response protocols, we enable your organization to act on insights at machine speed.

Infrastructure & DevOps

We design and deploy production-grade infrastructure that scales from prototype to mission-critical operations. Our systems are built for reliability, security, and performance—whether on-premises, cloud, or hybrid architectures.

TECHNOLOGY STACK

Built on
Cutting-Edge Infrastructure

We leverage the best tools and frameworks in the industry, but we're not dogmatic. We choose the right technology for each problem, ensuring your data infrastructure is built on a foundation that will scale with you.

DATA & STORAGE

  • • PostgreSQL / TimescaleDB
  • • ClickHouse
  • • Apache Kafka
  • • Redis
  • • S3
  • • Elasticsearch
  • • Neo4j

AI & ML

  • • PyTorch / TensorFlow
  • • Chronos
  • • Time series libraries (Prophet, ARIMA)
  • • Geospatial tools (PostGIS, GeoPandas)
  • • Scikit-learn
  • • Custom spatial-temporal models
  • • Forecasting & anomaly detection

COMPUTE & ORCHESTRATION

  • • Kubernetes
  • • Docker / Podman
  • • Dagster
  • • Metaflow
  • • RabbitMQ
  • • AWS / GCP / Azure
  • • Terraform / Pulumi

FRONTEND & APIS

  • • React / Next.js
  • • TypeScript
  • • TanStack
  • • FastAPI
  • • GraphQL / REST
  • • WebSockets
  • • D3.js / Observable

Technology Agnostic

We don't lock you into a single vendor or technology stack. The analytics tools we build run on-premises, in the cloud, or in hybrid configurations. We integrate with your existing infrastructure and can adapt as your needs evolve.

On-Premises
Full control, maximum security
Cloud Native
Scalable, managed infrastructure
Hybrid
Best of both worlds
INDUSTRIES SERVED

Intelligence That
Transforms Industries

We specialize in spatial and time series intelligence—analytics that understand both where things happen and when. Our custom tools are built for industries where location and temporal patterns drive decision-making.

Power Plants & Utilities

Keep the lights on and prevent outages before they happen. We build systems that learn from equipment behavior, anticipate demand shifts, and optimize operations across your entire grid network.

  • Forecast energy demand & capacity weeks in advance
  • Optimize grid operations across entire networks
  • Prevent equipment failures with sensor intelligence
  • Track asset health across distributed facilities

Manufacturing

Turn production data into competitive advantage. Our tools connect the dots between equipment performance, facility operations, and supply chain logistics—helping you make smarter decisions faster.

  • Analyze production efficiency trends in real-time
  • Monitor operations across all facility locations
  • Anticipate equipment issues before they occur
  • Streamline supply chains with location intelligence

Real Estate

See the market before it moves. We help you understand where property values are heading, which neighborhoods are emerging, and how to build portfolios that perform—backed by data, not guesswork.

  • Project property values with historical intelligence
  • Uncover market opportunities by neighborhood
  • Build portfolios based on location dynamics
  • Identify emerging demand patterns early

Government

Make critical public data accessible and actionable. We help preserve institutional knowledge, monitor infrastructure health, and ensure services reach the communities that need them most—when they need them.

  • Preserve critical data for public access
  • Keep infrastructure health visible over time
  • Deliver services efficiently across all regions
  • Direct resources where they're needed most
  • Plan smarter with historical trend analysis

Retail

Stock the right products in the right places at the right times. Our analytics understand how customer behavior varies by location and season, helping you stay ahead of demand and avoid costly mistakes.

  • Predict demand spikes for every store location
  • Balance inventory across your entire network
  • Decode customer behavior by region & season
  • Make data-driven site selection decisions

Other Industries

Every industry has unique challenges—and unique data. We build custom analytics that understand your business context, whether you're managing logistics, tracking assets, or making location-critical decisions.

  • Build analytics tailored to your unique challenges
  • Deploy forecasting models for your domain
  • Create location-aware intelligence platforms
  • Discover patterns hidden in your data
OUR METHODOLOGY

From Vision to
Production Intelligence

We don't just build systems—we architect custom analytics tools that evolve with your organization. Our methodology ensures rapid iteration, continuous improvement, and measurable business impact.

01

Discovery & Architecture

We start by understanding your data landscape, business objectives, and technical constraints. Through workshops, data audits, and stakeholder interviews, we map your current state and design the target unified architecture.

  • Data source inventory & assessment
  • Stakeholder requirement gathering
  • Technical architecture design
  • Proof-of-concept development
  • Risk assessment & mitigation planning
02

Data Integration & Pipeline Development

We build the foundational data layer, connecting all your sources into a unified pipeline. This includes ETL/ELT processes, data quality checks, schema evolution, and real-time streaming capabilities.

  • Data pipeline architecture & implementation
  • Schema design & normalization
  • Data quality monitoring & validation
  • Real-time streaming infrastructure
  • Data lineage & documentation
03

Spatial-Temporal Model Development

We develop custom spatial and time series models tailored to your specific use cases. This includes temporal feature engineering, spatial data preparation, forecasting model training, validation, and deployment into production inference pipelines.

  • Time series feature engineering & preparation
  • Spatial pattern analysis & clustering
  • Forecasting model training & validation
  • Geographic intelligence model development
  • A/B testing frameworks for temporal models
04

Application & Interface Development

We build the interfaces that make your analytics tools accessible—custom dashboards, APIs, visualization tools, and natural language query interfaces that enable decision-makers to interact with the system.

  • User experience design & prototyping
  • Dashboard & visualization development
  • API design & implementation
  • Natural language query interfaces
  • Mobile & responsive design
05

Deployment & Production Operations

We deploy your system to production with full observability, monitoring, and automated scaling. This includes CI/CD pipelines, infrastructure as code, security hardening, and operational runbooks.

  • Infrastructure provisioning & configuration
  • CI/CD pipeline setup
  • Monitoring & alerting systems
  • Security hardening & compliance
  • Documentation & training
06

Continuous Improvement & Evolution

Analytics tools are living systems. We establish feedback loops, model retraining pipelines, and continuous monitoring to ensure your system improves over time and adapts to changing conditions.

  • Performance monitoring & optimization
  • Model retraining & updates
  • Feature expansion & enhancement
  • User feedback integration
  • Strategic roadmap planning

Agile, Iterative, Results-Driven

We don't wait until the end to show value. Our methodology delivers working data capabilities in weeks, not months. Each phase builds on the previous one, ensuring continuous progress and early validation of assumptions.

© 2025 Fulton Ring, Inc. All rights reserved.