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

Now

Production engine. Local-first. Air-gapped operation.

Next

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

Now

Packaged macOS app. Local evidence mode. Court-ready exports.

Next

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

In Development

509 lessons complete. Teaching engine functional. Early access available.

Next

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

Deployed

In active classroom use. Service model available at three tiers.

Next

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

Now

Engineering complete. Web UI, Chrome extension, CLI all functional.

Next

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

Now

Live demo available. Pitch materials ready.

Next

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

Now

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

Coming

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

Now

Production Python toolkit. Local AI processing.

Next

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

Now

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

Now

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

Python
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.

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