Tools We Build.
We don't just advise on AI systems, we build the infrastructure that powers them. These open source tools are in active development and openly available. They reflect the same philosophy as our consulting practice: governed, practical, and built for real-business constraints.
All tools are open source and currently in beta.
AIGIS
The AI Governance and Infrastructure Suite. A WordPress plugin that gives organizations a centralized command center for every AI model they deploy, with a formal inventory, version-controlled prompts, a skills repository for reusable agent capabilities, real-time guardrails, cost tracking, incident management, and a full immutable audit trail.
Core Modules
- AI Inventory, a register of every model and agent your organization operates
- Version-controlled prompts moving through Development, Staging, and Production lifecycle stages
- Governance policies with effective dates and automated lapse alerts
- Approved AI workflow documentation with Mermaid diagram support
- Skills repository for reusable agent capabilities, with readiness scoring, lifecycle review, and markdown import/export
- Structured incident log with severity levels, status, and linked audit trail
- Usage tracking with per-department budgets and 80%/100% automated alerts
- Real-time guardrail checks on inputs and outputs via the REST API
- Structured model evaluation with pass/fail scoring and false-negative flagging
- Append-only audit trail with before/after state snapshots, actor identity, and UTC timestamps
Who It's For
Technology, compliance, legal, and operations teams who need structured, auditable AI governance, not just integrations. Especially useful for organizations pursuing ISO/IEC 42001, SOC 2, or GDPR alignment.
Open source under MIT license. Full user manual available. Community contributions welcome.
AIGIS for Obsidian
A focused governance plugin for Obsidian that keeps local Markdown records for every AI system, prompt, policy, workflow, skill, and incident your team manages. No external services, no model calls, no data leaving your vault.
Core Modules
- Inventory, a structured register of every AI system and model your organization operates
- Versioned prompt records with lifecycle staging (development, staging, production), provider, target model, and goal
- Policy notes with effective and review dates, surfaced on the live dashboard before they lapse
- Workflow documentation with Mermaid diagram support and a human oversight checkpoint field
- Skills library for reusable governed agent capabilities with trigger phrases and output contracts
- Incident log with severity, status, linked asset, and plain-language summary fields
- Live dashboard that refreshes on every note creation, rename, or deletion
- Append-only audit log recording bootstrap actions and note creation events
Who It’s For
Teams already working in Obsidian who want their AI governance records in the same vault as their other documentation. Also well suited for consultants, privacy-conscious organizations, and anyone who wants structured governance without standing up a server or a database.
Open source under MIT license. Full user manual available. Community contributions welcome.
SAIGES
The Structured AI-Governed Editorial Suite. A WordPress plugin for governed, human-led, AI-supported content drafting. It makes AI-assisted creation intentional, reviewable, and auditable inside WordPress without turning the core plugin into a full content operations suite.
Core Modules
- Structured intent briefs capturing purpose, audience, metrics, voice, and compliance constraints before any AI action is permitted
- Intent completeness gate that blocks generation and publish until required brief fields are populated
- Multi-format template engine supporting Gutenberg patterns, Markdown instructions, and schema-backed templates
- Draft package builder assembling a provider-ready payload from brief, template, sources, and governance context
- Source and citation panel keeping generated content grounded in approved research material
- Guardrail rule checks at save time for word count, forbidden phrases, structural requirements, and source obligations
- Basic, Standard, and Enterprise governance profiles applying workflow defaults for different team sizes and compliance needs
- Human approval workflow with configurable stages before the publish gate opens
- Append-only audit log capturing every workflow event from intent save through to final approval
Who It’s For
Editorial teams, compliance-aware organizations, and any WordPress operator who needs AI-assisted content creation to be governed rather than just fast. Designed for teams that need briefs, guardrails, approval stages, and a full audit trail built into the drafting workflow.
Coming soon. Open source under MIT license. Reach out if you want early access or have a use case to share.
WP Plugin Dev Toolkit
A collection of scripts, templates, checklists, and prompt files for WordPress plugin development. Drop it into any plugin project, brand new or inherited, to bring immediate structure to the work.
What’s Included
- Profile builder script for consistent display name, slug, and PHP namespace generation
- Structure inspector for inventorying and flagging problems in existing plugin repos
- REST route tester, container log tailer, and environment diagnostics collector
- Plugin brief template for capturing purpose, data model, and scope before generating code
- Scaffold, repair, and security review prompt files for controlled AI coding assistant workflows
- Security baseline, repair checklist, debug checklist, and LLM workflow guidance docs
- Diagnostic mu-plugin for logging shutdown and activation events in local development environments
Who It’s For
WordPress plugin developers, solo or agency, who want consistent structure, a repeatable security baseline, and a controlled workflow for working with an AI coding assistant. Especially useful when inheriting a plugin that has accumulated problems.
Open source under MIT license. Full user manual available. Community contributions welcome.
MarkdownAI for WordPress
A WordPress plugin that converts published content into structured Markdown and provides AI-crawl analytics for publishers, agencies, and SEO teams.
Note: This will soon be rolled into the Dialogistic Content Creation and Management Suite for WordPress. Coming soon.
Core Features
- Markdown conversion for published posts, pages, and custom post type content
- Public Markdown API endpoint for crawl access,
GET /wp-json/mdai/v1/markdown/{post_id} - Admin content preview with regenerate action
- Bot interaction tracking with family detection and endpoint/event logging
- Overview analytics dashboard with KPIs, trend chart, and top crawled pages
- Advanced analytics with bot signature metrics and bot family breakdown
- Bot Activity page with filtering, sorting, and CSV export
- Rule-based content suggestions and scoring for optimization
- Export & Reports page with printable client performance report (PDF-ready)
- Optional native PDF download support when the PDF library is bundled
- Weekly email performance summaries with configurable recipient and schedule
- Period-over-period KPI deltas on Overview dashboard
- Manual “Send Test Weekly Report Now” action for instant email validation
- Demo data seeding (90 days) for fast testing and onboarding
Who It's For
Publishers, agencies, and SEO teams who want to make their WordPress content legible to AI crawlers and retrieval systems, and understand exactly how those systems are interacting with their site.
Open source under MIT license. Community contributions welcome. Report issues and request features on GitHub.
Open Source,
Actively Developed.
If you're a developer, contributor, or just someone who wants to shape how these tools evolve, we'd love to hear from you. Star the repos, open an issue, or reach out directly.
Reach Out