Selected commissions, collaborations and research partnerships
01Three modes
Projects may move between modes at any stage.
Research
Ideas, essays, experiments, methods, open research; Agentic Education. Builds intellectual capital and reputation.
Studio
Commissioned intelligent systems, agent workflows, research infrastructure, educational technology, internal tools, data systems, prototypes, computational interfaces.
Products
Repeatable outputs that become software, kits, licences, subscriptions, workflow packages, frameworks and briefings. Not every experiment becomes a product.
RESEARCH → EXPERIMENT → WORKING SYSTEM → CASE STUDY → COMMISSION → REUSABLE PATTERN → PRODUCT → FUNDS NEW RESEARCH
02Commission categories
- agentic systems
- workflows with defined roles, gates and provenance; worker fleets; evaluation harnesses
- research tooling
- pipelines that search, filter, synthesise and publish; knowledge bases as agent memory
- educational systems
- learning environments, gated generative tools for teachers, audit and reconciliation agents
- computational curriculum
- units and exemplars where computation changes what learners can investigate
- internal software
- small, durable tools that replace spreadsheets and rituals
- data applications
- analysis, forecasting, dashboards with method notes
- prototypes
- working systems that answer a question before a budget is committed
- automation infrastructure
- scheduled runs, approval loops, self-hosted services
How we work is documented on the Process page: agents do bounded work under tests and critique; a human holds direction, approvals, commitments and claims.
03Products in evaluation
Nothing here is for sale yet. Each candidate lists what must be true before launch.
- ND-P01 · AE-KIT-001
Agentic Education Field Guide
A practitioner kit for teachers: the framework, a lesson-design protocol, a delegation matrix, a verification protocol, assessment rubrics, classroom agent patterns and an implementation guide.
- — at least one documented classroom cycle
- — human-authored claims only
- — pricing decision
- ND-P02 · AE-KIT-002
Agentic Research Studio
A reproducible framework for student-directed research with scoped research, analysis and critic agents; learners keep problem definition, decomposition, delegation, verification, synthesis and defence.
- — one completed AE-003 cycle
- — consented examples
- ND-P03 · ND-KIT-001
Curriculum Audit Agent
A portable workflow for reconciling a school's system of record against its curriculum map: configurable source/target systems, a placement taxonomy, human confirmation gates and a structured audit log.
- — sanitised reference implementation
- — second-school validation
- ND-P04 · ND-BRIEF-001
Null Brief — Agentic Education
An agent-assisted research briefing on Agentic Education: search → filter → cluster → read → synthesise → critique → human approval → publish. Free public digest first; paid and institutional editions only after sustained readership.
- — education-specific filters
- — critique stage
- — human approval stage
- — 12 free issues before any paid tier
04Contact
Write with the problem, the people involved and what a good result would let you do.