Katahdin Logic LLC: Intelligent Data Systems for Mission-Driven Organizations

Intelligent Data Systems for Mission-Driven Organizations

We turn complex data challenges into working systems: automated pipelines, AI-powered document processing, custom dashboards, and integrations that connect your tools. If you have messy data, manual processes, or information locked in documents, we can help.

Founded in Portland, Maine by Allison Dzubak, Ph.D., Katahdin Logic brings research-grade analytical thinking to the practical data challenges facing Maine nonprofits, municipalities, and mission-driven organizations. We work closely with clients to build systems that are reliable, maintainable, and built to grow with your organization.

Services

We help mission-driven organizations turn complex data challenges into clear, working systems.

AI-Powered Summarization & Analysis

Summarization, extraction, and classification powered by AI. Turn contracts, reports, research, and unstructured text into actionable, searchable data. From raw document ingestion to plain-English summaries, we build pipelines that make large document sets manageable.

Energy Data Systems

Real-time solar monitoring, rate optimization modeling, and ROI dashboards for residential and commercial installations. Built to integrate with inverter APIs and utility billing data, and designed to scale across a portfolio of sites, bridging the gap between raw production data and the financial picture that matters.

AI Strategy & Implementation

Strategic guidance on evaluating, designing, and deploying AI tools in your organization. Whether you're exploring AI for the first time or ready to build, we help you identify the right use cases, understand the tradeoffs, and move from idea to working system with confidence.

Data Pipelines & Cleanup

Messy spreadsheets to clean databases. We build automated data ingestion, transformation, and migration workflows that bring order to your data.

Custom Dashboards & Reporting

Turn raw data into clear, actionable dashboards for operations, programs, and financial modeling. Automated reporting replaces manual exports with live, shareable interfaces - built around how your organization actually works and what your team needs to see.

API Integrations

Connect your tools, build intelligent search over organizational knowledge, and automate workflows across systems.

Full-Stack Development

End-to-end web application development with clean code, comprehensive testing, and production deployment. From backend architecture to user-facing interfaces.

Technical Consulting & Strategy

Strategic guidance on technical architecture, AI implementation, and system design. Navigate complex technical decisions with expert insight and hands-on experience.

Get In Touch

Have a data challenge, a process that needs automating, or an idea for how AI could help your organization? Let's talk.