What We Build
Working software. Honest about what’s shipped and what’s in progress. Everything here is something we can show you.
Products
CBETS — Contradiction Detection Engine
Air-gapped analysis engine that detects contradictions across large document sets. Multi-model verification, deterministic outputs, audit trail. Built for legal, compliance, and institutional review.
For: Legal teams, compliance departments, institutional review boards, regulatory agencies
Production engine. Local-first. Air-gapped operation.
Packaged installer. Client-facing configuration UI.
Legal KB — Litigation Workspace
Local-first litigation workspace for solo and small firms. Full-text search with faceted filters, document coding and review workflow, Bates stamping, privilege log generation, production output (DAT/OPT load files), timeline analysis, citation graph, redaction workflow, and CaseMap import. All on your machine — no cloud subscription, no data leaving your device.
For: Solo attorneys, small litigation firms, paralegals handling document review
Packaged macOS app. Local evidence mode. Court-ready exports.
Optional AI mode (gated, auditable). Beta access available — contact us.
CLaiRITY — Guided Computer Learning
A macOS application that teaches everyday computer tasks through three guided modes: Watch Me (step-by-step demonstration with real mouse movement), Guide Me (assisted practice with real-time prompts), and Test Me (independent assessment with feedback). 509 interactive lessons covering FaceTime, Finder, security, healthcare, iWork, and troubleshooting. Runs entirely local — no cloud dependency.
For: Senior centers, libraries, digital literacy programs, healthcare organizations, elder care facilities
509 lessons complete. Teaching engine functional. Early access available.
Video demo. Expanded lesson library. Pilot deployments.
Reflexive Translator — Translation Sovereignty Auditor
Audits translations of Indigenous texts against community-defined cultural protocols. Detects colonial framing, ceremonial reductions, and terminology violations at scale. Three-layer architecture: deterministic pattern matching, local AI reasoning, and lexicon integration. Currently deployed in university classrooms. No competitor exists.
For: Tribal language programs, universities, publishers handling Indigenous texts
In active classroom use. Service model available at three tiers.
Additional language protocol support. Batch audit for full-length publications.
DocRunner — Document Operations System
Local-first document management with web dashboard, Chrome extension, and command-line tools. Search, process, tag, and organize documents across projects without cloud dependencies. Built for people who manage heavy document workflows and want to own their infrastructure.
For: Independent consultants, strategy firms, research organizations
Engineering complete. Web UI, Chrome extension, CLI all functional.
Packaged installer. Demo available on request.
Policy Desk — Policy & Contract Q&A
AI-powered question answering for dense organizational documents. Upload a contract, handbook, or policy manual — get plain-language answers with specific article and section citations. Built-in guardrails: no legal advice, no stored queries, always redirects to human representatives for personal situations.
For: Unions, HR departments, compliance teams, any organization with policy documents members don’t read
Live demo available. Pitch materials ready.
White-label deployment for client organizations.
Interactive Glossary Platform — Live Demo
Configurable glossary tool for any subject area. Search, filter, and contextual definitions built for classroom use. Works for Indigenous studies, creative writing, craft terminology — any curriculum that needs a searchable reference. Current deployment: Wabanaki Studies under Maine’s LD291 mandate, live at University of Maine.
For: Educators, university departments, curriculum designers, tribal education programs
Live at english242.taltyliterary.com. Available to any Maine educator.
Federal Indian Law AI
Legal research system for tribal sovereignty, treaty law, and federal Indian law. 118GB corpus of treaties, Supreme Court cases, BIA documents, tribal codes, and regulatory history. Semantic search with citations across the full body of federal Indian law.
For: Tribal legal departments, sovereignty attorneys, Native American rights organizations
Corpus assembled. Indexing and interface in development.
Child Speech Analysis Toolkit
Acoustic analysis toolkit for child speech development. Pitch and formant tracking, spectrograms, local AI interpretation. Built for parents and clinicians who want data without sending recordings to the cloud.
For: Speech-language pathologists, pediatric clinicians, parents tracking development milestones
Production Python toolkit. Local AI processing.
GUI application. Installer packaging.
WCAG Accessibility Audit Tool
Desktop application for automated WCAG 2.1 AA testing. Multi-page crawling, exportable reports. Built in-house and used to audit every site we build.
For: Web developers, agencies, organizations needing accessibility compliance
Working macOS app. Used internally on client work.
Stack Intel — Market Intelligence Platform
Automated market intelligence briefings from industry news sources. Multi-source aggregation and AI analysis generate structured executive summaries on a schedule.
For: Executives, operations teams, business development — anyone who needs to track an industry
Published. In pilot with first client.
Services
Website Builds
Custom WordPress sites for authors, small organizations, and businesses. Accessibility audited, SEO configured, newsletter integrated. We host on infrastructure we own — no per-site platform fees passed to you.
Live sites: taltyliterary.com · taltyliterarysolutions.com · english242.taltyliterary.com
Starting at $2,500.
Accessibility Audits
Automated WCAG 2.1 AA testing plus expert review. Executive summary, findings matrix with severity and remediation priorities, deliverables in DOCX, HTML, CSV, and JSON. Optional retest after fixes.
Automated testing is not a legal determination of compliance. Manual testing and legal review are required before making compliance claims.
Workflow Automation
Custom automation for organizations doing the same manual work a hundred times a week. Document intake, reporting pipelines, multi-tool coordination. You own the system — no recurring platform fees.
Our Stack
React
Node.js
Electron
WordPress
SwiftUI
FastAPI
SQLite
ChromaDB
Ollama
We own our tools — no subscription markups passed to you.
Want Something Built?
Tell us what you’re trying to solve. We’ll tell you if we can help and what it would cost.