AI/ML Resource Allocation PoC
Python-based proof of concept that learned project–resource fit signals from historical PMO data, dramatically accelerating programme staffing decisions.
Playground · 26 tools shipped
Proofs of concept, templates, and live demos built outside of client work. Each one is a small attempt at making a delivery problem more solvable.
Python-based proof of concept that learned project–resource fit signals from historical PMO data, dramatically accelerating programme staffing decisions.
A proof of concept demonstrating embedded interactive web components directly within the browser using an iframe. This allows users to test functional code without leaving the Labs page.
Self-built portfolio site using the Astro v6 static site generator and Sveltia CMS, backed by GitHub and a custom Cloudflare Worker for secure, OAuth-based content editing directly in the browser. Fully deployed and hosted with blazing fast performance and zero cost on Cloudflare Pages.
Node.js script that takes rough notes or bullet points and uses the Anthropic API to generate fully structured, publish-ready blog posts — including frontmatter, headers, and tone matching.
A professional decision-making framework for requirement management and project scoping.
A behavioral economics game for feature valuation. Allocate a limited $100 budget to reveal true market demand.
End-to-end automated testing framework built with SSIS and T-SQL stored procedures to replace manual QA on a US Healthcare Coordination of Benefits data pipeline — eliminating 50% of manual validation effort.
A Monte Carlo simulation engine that runs 10,000 parallel realities to predict project delivery probability.
Reusable Power BI dashboard template for enterprise programme offices — RAG status rollup, RAID heatmap, sprint velocity tracker, and resource utilisation view. Designed for weekly C-suite reporting with minimal manual data entry.
A behavioral simulation engine that maps emotional responses of key stakeholders to project scope changes.
A real-time cost calculator that shows the exact financial cost of a meeting as it happens — per second. Viral-grade tool that makes the invisible cost of unproductive meetings impossible to ignore.
Weighted regression forecasting engine that predicts the next 3 sprints with confidence intervals. Input historical velocity, toggle risk factors, and get a probability cone — the kind of quantitative delivery intelligence most PMs never show.
A 20-question organisational diagnostic that scores your PMO across 5 dimensions — Governance, Delivery, Risk, Reporting, and Culture — and renders a live radar chart. The same assessment consulting firms charge £5,000 for, completed in 3 minutes.
Describe a PM/BA tool in one sentence. The AI generates a working interactive HTML mini-lab, sandboxed and runnable instantly. The most chaotic lab on the site — it builds new labs.
A 6-sprint PM survival game. Each sprint throws a real enterprise scenario at you — scope bombs, key person risk, compliance curveballs — and your choices affect stakeholder trust, team velocity, and budget. Ends with a PM archetype profile.
Type any risk, issue, assumption, or dependency in plain English. A heuristic classification engine instantly categorises the RAID type, scores severity, suggests an owner, recommends a mitigation action, and logs it to a live, filterable register with CSV export.
Type a 3-sentence project brief. Live AI generates a full charter — objectives, scope, success metrics, stakeholder roles, risks, assumptions, milestones, and a board-ready executive summary. Bring-your-own Claude or Gemini key.
Paste messy meeting notes or a transcript. AI extracts structured action items with owners and due dates, decisions made with rationale, open questions, risks, and a 3-line executive TL;DR — ready to forward to leadership.
Paste a Statement of Work, MSA, RFP response, or vendor contract. AI identifies risky clauses with severity ratings, missing provisions with draft replacement language, ambiguous terms, and prioritised negotiation points — analysed from your buyer or seller perspective.
Describe an organisational change. AI generates a full CIAS — affected stakeholder groups with impact ratings, process current/future states, training needs, an ADKAR-based comms plan, resistance hotspots with mitigation tactics, success indicators, and a 90-day activation plan.
Paste what went well, what didn't, and what to try. AI conducts deep 5-Whys root cause analysis on each problem, scores team health across 6 dimensions with visual bars, generates SMART action items with success criteria, and delivers an honest coach's observation.
Describe a project that struggled, was descoped, or cancelled. AI conducts a blameless autopsy — pinpoints the first failure point, reconstructs the failure timeline, classifies root causes across people/process/tech/comms, analyses contributing decisions, and generates a playbook for next time.
Answer 5 questions. AI writes a board-ready business case: executive summary, problem statement, strategic alignment, options analysis (with Do Nothing baseline), recommended approach, full financials (NPV, ROI, payback), phased implementation plan, risk register, success metrics, and a one-pager.
Choose an audience (C-suite, team, client, vendor), set a goal and constraints. AI drafts three variants — Direct, Diplomatic, Urgent — each with subject line, one-line TL;DR, and audience-tailored body. Plus 3 specific tips for communicating with that audience tier.
Describe a feature in plain English. AI generates a full epic, 4–6 user stories in As-a / I-want / So-that format, Given-When-Then acceptance criteria, edge cases, non-functional requirements across 6 categories, dependencies, open BA questions, and a Definition of Done checklist.
Paste vendor proposals or RFP responses. AI weights criteria based on your decision priority (cost / capability / risk / speed), scores each vendor 0–100 with star ratings per criterion, surfaces hidden risks each proposal hides, writes a comparative analysis, and recommends a winner with conditions and a fallback.
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