01
Scattered knowledge
Rules, examples and decisions live across inboxes, chats, documents and memory.
Practical systems & invention studio
Bring us the problem. We’ll build the system around it.
ToolShed maps messy work, builds AI-assisted workflows and prototypes, and trains the people who will operate them — from accounts and curriculum production to calculators, games and creative technology.
One human-led system. Multiple specialist agents. Clear review gates.
ToolShed Workbench
SUPERVISED
Problem Map
Inputs, decisions, handoffs, delays and failure points.
Knowledge Pack
Rules, examples, files, standards and acceptance criteria.
Agent Circuit
Specialists plan, research, build, test and document. Human judgement remains in control.
SCOUT
Research
Research
ARCHITECT
System
System
BUILDER
Prototype
Prototype
REVIEWER
Gate
Gate
Working Prototype
A real interface, workflow, calculator, game or automation.
Handover
Training, playbook, ownership and next decision.
Knowledge out of people’s heads
AI wired into real work
Prototype before expensive commitment
8-leveleducation platform and curriculum production system
1,000+business folders scanned in an operational audit
190+accounts emails processed across supervised batches
Wide rangeoperations, learning, games, music, calculators and prototypes
The real problem
The work is not broken. The system around it is.
Growing teams accumulate spreadsheets, messages, files, repeated admin and knowledge trapped inside a few people. Buying another random app rarely fixes the underlying circuit.
02
Manual drag
The same documents, reports, assets, updates and checks are rebuilt repeatedly.
03
Big ideas, no prototype
Useful concepts remain vague because traditional development feels too expensive or slow.
04
Random AI use
People use isolated prompts without shared context, review rules or a repeatable workflow.
Three ways in
Learn. Fix. Build.
Start at the layer that matches your need. Every engagement should leave behind capability, a working system, reusable IP or measurable operational improvement.
01 · Learn
Practical AI training
For owners, older professionals, teams and beginners who want to understand AI and use it safely inside real work.
AI orientation without jargon
Agents, files, rules and workspace setup
Safety, privacy and human review
A bespoke challenge on your own computer
Coming soon
02 · Fix
Workflow diagnosis
For a repeated process that leaks time, creates errors or depends too heavily on one person.
Map how work actually moves
Find bottlenecks and hidden rules
Identify AI, automation and system options
Receive a prioritised 30-day action plan
Pricing coming soon
03 · Build
Prototype & system sprint
For unusual ideas, internal tools, AI workflows, calculators, games, creative technology or operational systems.
Turn domain knowledge into working rules
Build a testable interface or workflow
Add human approval and validation gates
Decide whether to scale, reshape or stop
Proof of range
From spreadsheets to synthesizers.
ToolShed does not claim to be the domain expert in every field. We work with the person who knows the domain, extract the rules and rapidly build the machine around that knowledge.
Flagship systemDeployed + evolving
Accounts inbox→Classify→Project map→Human review→Smartsheet / Xero
Shedworks operational and accounts systems
Multi-project operations, dashboards, accounting document processing, evidence matching and supervised AI workflows built around the company’s real tools.
Visit site →1,218 folders scanned190+ emails processed110 rows staged80 PDFs attached
Flagship platformLive + expanding
8 books→Curriculum graph→Stories→Quizzes→Teacher + learner
FAL Digital: a living curriculum system
A physical Arabic curriculum converted into a connected digital platform with page-level IDs, stories, quizzes, audio, images, teacher resources, subscriptions and curriculum-grounded AI.
Visit site →8 levels~200 quizzes~100 stories20-school trial context
Internal workspacePrototype
Team chat+Helen+Files+Calls
ToolShed Connect
A private full-screen workspace combining human conversations, AI personas, documents, history and future operational actions.
Human + AIChatAudio/video
Creative technologyExperiment
Audio→Pure Data→Controls→Visual behaviour
Pure Data / PlugData systems
Signal-driven synthesizer and visual experiments that translate musical or control data into interactive behaviour.
AudioLive controlRapid experiment
Game prototypeExperiment
Controller→Camera→Combat→Playable loop
AI-assisted game experimentation
Third-person action and Phaser learning-game experiments used to validate game feel, mechanics and technical feasibility before a larger build.
Playable logicPhaserRapid iteration
Engineering toolPrototype
Formula+Inputs+Validation+Calculator
Engineering calculators and simulations
Turning specialist formulas, assumptions and validation rules into usable online calculators and testable simulation interfaces.
eCalc-style demoDomain collaborationWeb interface
Commerce infrastructureImplemented
Catalogue→Checkout→Webhook→Entitlement
Subscription and payment migration
Structured catalogue, checkout, lifecycle, cancellation, entitlement and controlled product-switch workflows with test gates.
PaddleWebhook truth34/34 tests
ToolShed LabMixed experiments
Raspberry Pi·Tool Trader·Forms·AI servers
Small systems and unusual challenges
TV conversion, apparel forms, contest prototypes, AI-server planning, media tools and other compact problems that benefit from systems thinking.
Fast discoveryPrototype firstReusable lessons
The agent workshop
Not one chatbot. A supervised production line.
We use specialist agents for defined work, with shared files, task boundaries, tests and human approval. The value is not the agent names; it is the circuit connecting knowledge to reliable output.
S
ScoutFinds source material, constraints and unanswered questions.
Source gateA
ArchitectMaps the workflow, schema, roles and system boundaries.
Plan gateB
BuilderCreates the prototype, automation, content or internal tool.
Test gateR
ReviewerChecks outputs against examples, rules and acceptance criteria.
Human gateD
DocumenterProduces the playbook, handover, change log and next steps.
HandoverTraining that produces something
Learn AI by building with it.
No motivational lecture and no wall of prompts. Every session combines orientation, safe setup, working files and a challenge based on what the person actually wants to accomplish.
AI Without the Nonsense
Accessible group orientation for owners, older professionals and capable beginners.
Coming soon
Private AI Setup
One-to-one setup around your role, files, tools and first five practical workflows.
Coming soon
Team AI Working Session
A half-day built around the documents and repeated tasks your team already handles.
Coming soon
AI Maker Lab
A guided session for people who want to turn an idea into a small tool, game or prototype.
Coming soon
Example session journey
AI Without the Nonsense
The course starts with orientation, then progressively creates a controlled personal workspace. It ends with each participant using the system to tackle a real challenge on their own computer.
00–15 min
OrientationWhat AI is, what it is not, models, chats, agents and where errors come from.
15–35 min
Safety and judgementPrivate data, hallucinations, source checking, permissions and the human approval rule.
35–60 min
Your AI workspaceFolder structure, project brief, rules, skills, source files, outputs and review log.
60–85 min
Agents and filesResearcher, planner, builder and reviewer roles; what each creates and how context passes between them.
85–115 min
Bespoke challengeUse the structure on a real email, report, plan, research task, document or small prototype.
115–120 min
Next movePersonal playbook, safe practice challenge and the next workflow to build.
The ToolShed method
Turn expert knowledge into a working circuit.
The method is the same whether the output is an accounts pipeline, a curriculum factory, a calculator, a game or a creative technology experiment.
01
Map the mess
Find the real inputs, decisions, handoffs, errors and outputs — not merely the official process.
02
Extract the rules
Turn human knowledge into examples, schemas, taxonomies, checks and acceptance criteria.
03
Build the circuit
Connect AI, code, forms, data, files, interfaces and existing tools into a testable flow.
04
Add gates
Validate outputs, surface exceptions and keep the human at the points where judgement matters.
05
Package and transfer
Train the user, document the system, measure the result and define the next decision.
Clear entry points
Start small enough to learn. Serious enough to matter.
Public pricing is coming soon. Larger systems are scoped only after the problem and delivery responsibility are understood.
Learn
AI Orientation
Coming soon
A two-hour practical group session.
- Orientation and safe use
- Workspace and file setup
- Agent roles explained
- Hands-on personal challenge
Personal
Private AI Setup
Coming soon
A one-to-one working session.
- Role and workflow mapping
- Safe personal setup
- Five useful workflows
- Personal playbook
Best first business step
Workflow Diagnosis
Coming soon
A diagnosis that leaves behind a real decision pack.
- Pre-session questionnaire
- 75–90 minute working session
- Workflow and bottleneck map
- System options and 30-day plan
Build
Prototype Sprint
Coming soon
A tightly scoped working prototype.
- Problem and acceptance criteria
- Working interface or workflow
- Testing and limitations
- Scale / reshape / stop decision
Straight answers
Before you hand us the mess.
No. The client or collaborator brings domain knowledge. ToolShed specialises in extracting the operating rules and turning them into a practical workflow, prototype, interface or training system.
No. We build supervised systems with explicit access, clear roles, validation checks and human approval where judgement or consequential action is involved.
No. Start with the problem. A workflow diagnosis determines whether the correct answer is training, a dashboard, automation, an AI workflow, a prototype or simply a better process.
Because diagnosis is working time, not a free sales call. When pricing is published, a workflow map, system options and prioritised action plan remain the intended deliverable whether or not ToolShed builds the next stage.
Yes. Warm referrals can receive a private 15-minute qualification link. It is not offered publicly, protecting delivery time from unqualified free-consulting calls.
Potentially. The prototype or diagnosis defines the architecture, boundaries and delivery requirements. Larger builds are accepted only where the engineering, design and implementation capacity are clear.
Give us one painful workflow or one unusual idea.
We will help determine whether it needs a clearer process, practical AI training, a supervised agent circuit or a working prototype.