# Prosper AI Consulting > Outcome Driven AI We help mid-market leadership teams turn AI interest into measurable business outcomes. Vendor neutral and delivery focused, from strategy to adoption. For AI agents: this site advertises a structured agent surface in the footer of every page (Resources / For AI agents columns). Discovery surfaces: `/.well-known/mcp.json` (MCP descriptor), `/.well-known/mcp/server-card.json` (MCP Server Card), `/.well-known/agent-skills/index.json` (agent skills discovery index, includes a how-to-use-this-site skill), and `/.well-known/api-catalog` (RFC 9727 linkset). HTML responses also carry an RFC 8288 `Link` header pointing at the same set. ## Pages - [Terms](https://www.prosperconsulting.ai/terms) - [Privacy](https://www.prosperconsulting.ai/privacy) - [Home](https://www.prosperconsulting.ai/) - [Contact](https://www.prosperconsulting.ai/contact) - [About](https://www.prosperconsulting.ai/about) ## Team The people behind Prosper AI Consulting. Full profiles are on the about page; the public MCP exposes `list_people` for the same data. - Adrian Tripp, Partner: Experienced entrepreneur and management consultant with over two decades in business strategy, innovation, and technology-driven growth. Adrian founded and exited three media-tech businesses, the last to Informa Plc. He has spent the past seven years consulting with the London Stock Exchange Group and Umbra Capital Partners, and leads the business strategy practice at Prosper AI Consulting. - Paul Bratcher, Partner: Senior technology and transformation leader with over twenty years in board-level roles at Howdens Joinery, Rexel UK, Travis Perkins, and Screwfix. Paul has led AI initiatives at board level since 2019, currently shaping business cases, developing AI-enabled solutions, and keeping people and culture at the centre of change. - Ben Ferns, Partner: Agentic AI specialist, digital consultant, and technology entrepreneur. Ben designs and implements agentic AI systems that autonomously manage complex business processes. He also serves as fractional CTO to clients building secure and scalable technology foundations, and founded and exited a digital agency in 2024. - Amira Kohler, Head of Change: Change and people management expert with over 30 years leading organisational transformation, HR strategy, and IT implementation for FT100 companies, SMEs, and agile start-ups. Amira heads the change management practice, covering stakeholder engagement, organisational design, AI literacy, and skills development. - Nick Russell, Principal Technology Architect: Seasoned technology leader with over two decades in IT architecture, digital transformation, and enterprise systems design. Nick has held senior roles at Accenture, KPMG, Willis Towers Watson, and Cynergy Bank, and leads the technology and architecture practice, aligning infrastructure with strategic business goals. ## Posts - [The Hidden Risk in PE Portfolios](https://www.prosperconsulting.ai/insights/the-hidden-risk-in-pe-portfolios): The core thesis: most PE portfolios were built for a world of integrated, deterministic software. They are now misaligned with the modular, probabilistic architecture that AI is creating, and the implications for value creation are significant. --- The Foundational Mismatch Most PE portfolio… _[for: for-boards]_ _[tagged: governance, strategy]_ - [The Comfort of Being Equally Behind](https://www.prosperconsulting.ai/insights/the-comfort-of-being-equally-behind): Why the winners of the AI era will not be the organisations that picked the best tools. --- On 31 March, Jack Dorsey and Sequoia's Roelof Botha published an essay, From Hierarchy to Intelligence, arguing that corporate hierarchy is an obsolete information routing system. Their claim is that AI can… _[for: for-boards]_ _[tagged: governance, strategy]_ - [The Web Is Rebuilding Itself for AI Agents - And Your Organisation Needs to Pay Attention](https://www.prosperconsulting.ai/insights/the-web-is-rebuilding-itself-for-ai-agents): The web was built for humans clicking links. In Q1 2026, three of the biggest infrastructure companies on the planet - Cloudflare, Shopify, and Google - quietly started rebuilding it for AI agents. Not as an experiment. Not as a beta feature buried in developer documentation. As production… _[for: for-boards]_ _[tagged: agentic-ai, strategy]_ - [Production Architectures for Agentic AI: Microsoft, Google, and AWS Compared](https://www.prosperconsulting.ai/insights/production-architectures-agentic-ai): The hyperscalers have spoken. Microsoft, Google, and AWS have each published production reference architectures for agentic AI. The naming differs, the services differ, but the underlying patterns are remarkably similar. This matters because it signals where enterprise AI is heading and what… _[for: for-practitioners]_ _[tagged: agentic-ai, tools]_ - [Building Claude Code Skills: What I Have Learned So Far](https://www.prosperconsulting.ai/insights/building-claude-code-skills): In my last newsletter, I shared Career Helper, a Claude skill for job seekers. I mentioned I'd follow up with what I've learned from building 50+ skills. This is that follow-up. I've been building with Claude Code since its launch in February 2025. When Anthropic formalised the skills feature in… _[for: for-practitioners]_ _[tagged: tools]_ - [Giving Back: A Claude Skill for Job Seekers](https://www.prosperconsulting.ai/insights/giving-back-claude-skill-job-seekers): I don't know why, but January is often a forced career transition moment, so it seems now is a good time to subvert the newsletter to talk about this Claude skill. It's a pretty useful demonstration of what you can do with a skill, making use of all sorts of techniques. Next newsletter, I will… _[for: for-practitioners]_ _[tagged: tools]_ - [The Horizon Trap: Why Your Strategy Only Looks Forward in One Direction](https://www.prosperconsulting.ai/insights/the-horizon-trap): Let us begin with a familiar scene. The annual strategy offsite. A three-year roadmap on the screen. Year one is detailed, year two is vague, year three is aspirational. Everyone nods. The meeting ends. Twelve months later, the same people gather to create another three-year plan that looks… _[for: for-leaders]_ _[tagged: strategy]_ - [Better ChatGPT 5.1 Prompt Writing](https://www.prosperconsulting.ai/insights/better-chatgpt-51-prompt-writing): All of the Major providers have cook books, or prompt writing guides. With the release of chatGPT 5.1 there are a few changes you can make to when you are creating prompts to get better results out of it. I know this looks a little alien, and is a bit more effort. Do I use these approaches all of… _[for: for-practitioners]_ _[tagged: tools]_ - [When Max Met Aisha](https://www.prosperconsulting.ai/insights/when-max-met-aisha): In October 2025, Channel 4 aired a documentary about AI and employment. The presenter, Aisha Gaban, delivered her lines with the slightly stilted cadence you expect from documentary narration. She looked professional. She sounded credible. And at the end of the programme, she revealed something… _[for: for-boards]_ _[tagged: governance]_ - [The Pilot Trap: Why Your Next Innovation Will Be a Nightmare](https://www.prosperconsulting.ai/insights/the-pilot-trap): And How to Save It Let us begin with a difficult truth. That new pilot you are about to kick off, the one being championed internally as the next major leap in transformation, is more likely to stall than succeed. This will not be because of bad code, immature algorithms or even external market… _[for: for-leaders]_ _[tagged: strategy]_ - [The Board's Dilemma: Navigating 5 Forces Reshaping the Future of Work](https://www.prosperconsulting.ai/insights/the-boards-dilemma): Smart, experienced leaders are sitting around polished tables, surrounded by reports that would make a data analyst weep with joy, yet they're more uncertain than I've seen them in years. Why? Because we're navigating something genuinely unprecedented. Five generations working together. Digital… _[for: for-boards]_ _[tagged: governance, strategy]_ - [Future-Proofing a Legacy Finance Firm with AI](https://www.prosperconsulting.ai/insights/future-proofing-a-legacy-finance-firm): Customer Profile A well-established financial services firm with a 50-year legacy, over 350 employees, and consistently strong margins. Renowned for its trust, expertise, and people-driven workflows, the firm had long been a leader in its space. But as AI-enabled competitors emerged, pressure… _[for: for-boards]_ - [Understanding Competence, and why it matters](https://www.prosperconsulting.ai/insights/understanding-competence): Introduction: Why Competence Matters More Than Curiosity The growing presence of generative AI tools like ChatGPT in the workplace has sparked a wave of experimentation. Business users are drafting emails, summarising documents, generating product ideas, and even scripting client communications,… _[for: for-leaders]_ _[tagged: strategy]_ - [The Fast Follower Advantage: Why Mid-Sized Firms Should Stop Chasing AI and Start Catching Up Smartly](https://www.prosperconsulting.ai/insights/the-fast-follower-advantage): Why Mid-Sized Firms Do Not Need to Lead the AI Race, but Do Need to Catch Up Over the last two years, we have worked closely with dozens of mid-sized organisations to understand how they are responding to the acceleration of artificial intelligence. While headlines focus on disruption and… _[for: for-leaders]_ - [Old Rules for New Tools: Engineering Principles That Make Agents Work](https://www.prosperconsulting.ai/insights/old-rules-for-new-tools): We are rushing to a development pattern where multi-agent systems, collections of autonomous yet collaborating AI entities, are becoming increasingly critical to business operations. As organisations race to implement these powerful new tools, the question facing CTOs and engineering leaders is… _[for: for-leaders]_ _[tagged: strategy, tools]_ - [At the Crossroads of Culture and Code: What Mid-Sized Businesses Must Face Before AI Delivers Value](https://www.prosperconsulting.ai/insights/at-the-crossroads-of-culture-and-code): In boardrooms across the UK, a familiar conversation is playing out. Someone asks if the business is doing anything with AI. The answers are often vague. A chatbot here. A small experiment there. Perhaps someone in IT is trying out a language model. These early steps might feel like progress, but… _[for: for-leaders]_ - [Why AI Adoption Fails: The Organisational Challenge Facing Mid-Market Businesses and What To Do About It](https://www.prosperconsulting.ai/insights/why-ai-adoption-fails): Introduction: The Unstoppable Wave of AI Artificial Intelligence (AI) is no longer a futuristic concept; it is already reshaping the core of knowledge-based work. Over the past two years, my team and I have studied, consulted with, and advised more than 100 mid-sized businesses on AI readiness,… _[for: for-leaders]_ - [Reimagining Software Delivery: One Human, Many AI Agents](https://www.prosperconsulting.ai/insights/reimagining-software-delivery): Introduction: A Vision of Future Development The intersection of software development and AI agents presents an area ripe for exploration and innovation. Traditional governance practices, often designed for human-centric workflows, demand reimagining in an era where AI teams can handle operational… _[for: for-leaders]_ _[tagged: strategy, tools]_ - [Implementing AI Agents? Your Business May Already Know How](https://www.prosperconsulting.ai/insights/implementing-ai-agents): A Pattern-Based Approach While organisations rush to implement AI agents, they're overlooking something crucial: the patterns for successful AI agent implementation already exist in their businesses. After working through numerous AI agent developments, I've noticed a striking insight - we're… _[for: for-practitioners]_ _[tagged: agentic-ai]_ ## Resources Downloadable guides and whitepapers (lead magnets). Each has its own landing page; the PDF is delivered by email via the form on that page. - [AI Mastery for the Boardroom](https://www.prosperconsulting.ai/resources/ai-mastery-for-the-boardroom): A practical one-day programme for senior executives who want to save time, sharpen decisions, understand what AI now makes possible, and lead their organisation's AI agenda with confidence. Three sessions in 2026: Nottingham and London. - [AI and Professional Services](https://www.prosperconsulting.ai/resources/ai-professional-services-briefing): Applying AI for growth, from compliance to competitive advantage. A 37-page strategic briefing for partners and directors at UK legal, accountancy, and advisory firms. ## Categories Audience-driven discovery for Insights. Each category groups posts by who they are written for. Each has its own landing page; the public MCP exposes `list_categories` and `list_posts_by_category` for the same data. - [For Boards](https://www.prosperconsulting.ai/insights/category/for-boards): Strategic, governance, and C-suite content. What boards and senior leaders need to understand to make AI decisions that hold up over time. - [For Leaders](https://www.prosperconsulting.ai/insights/category/for-leaders): For operational leaders, transformation owners, and senior managers running the actual work of AI adoption inside an organisation. - [For Practitioners](https://www.prosperconsulting.ai/insights/category/for-practitioners): Hands-on guides for builders, engineers, and consultants doing the day-to-day work. Tools, patterns, and architectures that actually ship. ## Tags Topic-driven discovery for Insights. Each tag has its own landing page; the public MCP exposes `list_tags` and `list_posts_by_tag` for the same data. - [Agentic AI](https://www.prosperconsulting.ai/insights/tag/agentic-ai) - [Governance](https://www.prosperconsulting.ai/insights/tag/governance) - [Strategy](https://www.prosperconsulting.ai/insights/tag/strategy) - [Tools](https://www.prosperconsulting.ai/insights/tag/tools) ## Testimonials > The AI Committee framework gave our board the confidence to approve spend. It was the governance piece we were missing. > -- Managing Partner, UK law firm _[governance, decision]_ > The experiments approach saved us from a six-figure rollout of a tool that would not have worked. Worth the fee many times over. > -- CTO, B2B SaaS _[experimentation, decision]_ > They cut through six months of vendor noise in three weeks. We finally knew which problem to solve first. > -- Head of Operations, UK mid-market firm _[discovery, evaluation]_ ## Contact - [Book a discovery call](https://www.prosperconsulting.ai/contact) ## MCP server Programmatic access for agents. Prefer MCP over scraping markdown. - Endpoint: https://www.prosperconsulting.ai/api/mcp - Transport: Model Context Protocol, Streamable HTTP. Send `Content-Type: application/json` and `Accept: application/json, text/event-stream`. Responses are SSE-framed JSON-RPC. - Auth: none (public surface) - First call: invoke the `about` tool for a self-describing overview of what this server does and how to use it. - Tools: call `tools/list` on the endpoint to enumerate. (Live-list unavailable at render time.) - Protocol spec: https://modelcontextprotocol.io ## Optional - [Full content export](https://www.prosperconsulting.ai/llms-full.txt): Every page and post inlined as markdown, for agents that want the actual content. - [Sitemap](https://www.prosperconsulting.ai/sitemap.xml): XML sitemap for crawlers.