Technology Platform
Technology you can verify, own, and extend.
The open-standards platform powering both AI Strategy and Data Analytics. Every system is designed to be understood, audited, and owned by your team — not locked to our infrastructure.
Product Categories
What we build.
Concrete deliverables, not slide-ware. Each category represents a class of system we design, build, and hand over to partners.
AI Workflows
Multi-stage orchestrated pipelines that chain research, analysis, and output generation into auditable, repeatable processes. Each workflow has built-in quality gates, human-in-the-loop checkpoints, and multi-format output.
4+ production workflows, 9–21 stages each
- Stakeholder Acceptance Analysis
- Share of Voice pipeline
- Strategy Audit (Rule of Three)
- Pipeline Reactivation workflow
Data Connectors
Live connections to government databases, media feeds, regulatory sources, and business platforms via the Model Context Protocol (MCP). Structured, real-time access packaged for enterprise deployment.
5 custom servers, 44+ tools, 10+ government APIs, 120+ M365 tools
- Dutch Parliamentary Intelligence
- Australian Parliament data
- Microsoft 365 Graph API
- Odoo 18 ERP
AI Workspaces
Turnkey environments that package skills, data connectors, and instructions into a single deployable workspace. Partners get a complete AI toolkit customised to their domain — no coding required.
40+ skills across 6+ output formats, plugin marketplace distribution
- AI4comms communications workspace
- Duke Strategies consulting plugin
- NL Gov Data plugin
- Document production suites
Branded Deliverables
Production-quality documents, presentations, spreadsheets, and reports generated from AI workflows. Every output follows the partner's brand identity — logos, colours, typography, templates.
7 output formats: PDF, PPTX, DOCX, XLSX, HTML, Video, Web
- Strategy audit report packages
- Executive briefing decks
- Stakeholder analysis reports
- Regulatory pipeline trackers
Websites & Brand Systems
Complete brand identity and website builds from charter data. Logo, palette, typography, CSS tokens, templates, brand book, and website — all generated from a single brand definition.
Full brand identity pipeline, automated website generation
- Duke Strategies brand + website
- AI4comms brand identity
- Stromy.com.au
- Brand book generation
Knowledge Bases
Structured LLM-ready knowledge management systems built from source material — PDFs, transcripts, web archives, internal docs. Atomic notes with frontmatter, theme-to-entity layering, and queryable output for AI agents and human teams alike.
Obsidian-compatible vaults, automated structuring from raw sources
- Client intelligence wikis
- Regulatory knowledge bases
- Industry research vaults
- Onboarding knowledge packs
Engineering Philosophy
How it works.
Architecture principles that make AI systems trustworthy enough to rely on in high-stakes environments.
Auditability
Every workflow stage logs its inputs, outputs, reasoning, and decisions. Full provenance trail from source data to final report.
Compliance-ready. Partners can verify every claim in a deliverable.
Provider-Agnostic
Workflows interface with any LLM provider — not locked to a single vendor. Supports selecting the right model for each task.
Currently supports Anthropic Claude, OpenAI GPT, and Google Gemini. No vendor lock-in.
Enterprise Connectivity
Native integration with Microsoft 365 (120+ tools), ERP systems (Odoo 18), and government APIs.
Fits into existing corporate infrastructure without rip-and-replace.
Scalable Deployment
MCP servers deployable on Google Cloud or Microsoft Azure. Plugin packaging for org-wide distribution via marketplace.
From prototype to org-wide deployment without re-architecture.
Human-in-the-Loop
Every workflow supports intervention points where human experts review, adjust, or redirect the analysis.
AI augments judgment, never replaces it. Domain experts stay in command.
Open Standards
Built on open protocols (MCP, LangGraph, OpenAPI). No proprietary formats or lock-in.
Interoperable, future-proof, portable. Partners own their data and can extend or replace any component.
Stack
Built with.
Technologies we use and the role each plays. No black boxes.
Orchestration
Multi-agent workflow engine with state management, checkpointing, and execution tracing
Data Access
Standardised tool/resource packaging for AI agents — government, enterprise, and domain data
Cloud
Hosting, deployment, enterprise app registration, SSO
Enterprise
Email, calendar, Teams, SharePoint, expense management — full business suite connectivity
Frontend
Static website generation, component framework, responsive design
Documents
Programmatic generation across all Microsoft Office formats plus video
AI Providers
Multi-provider LLM access — model selection per workflow stage
Distribution
Workspace packaging and org-wide deployment
Quality
Automated linting, type checking, and continuous integration
Deep Dives
Explore each layer.
Each layer of the platform has its own page — how it works, what it solves, and how it fits into the whole.
MCP Data Connectors
How the Model Context Protocol connects AI to live government and enterprise data.
Explore →AI Orchestration
Stateful multi-stage workflows with checkpointing and human-in-the-loop.
Explore →Skills & AI Workspaces
Packaged domain expertise deployed as turnkey AI toolkits.
Explore →Document Automation
Branded deliverables across 7 output formats from a single workflow pass.
Explore →Enterprise Integration
M365, ERP, identity management, and phased cloud deployment.
Explore →Ready to start
Let's reimagine how your business works.
Whether you need a strategic roadmap or a full implementation partner, we'll help you unlock the potential of AI for your specific domain.