Briefings
All articles and guides, organised by topic. Open a category, skim the takeaway, then read the full piece.
24 briefings
A practitioner synthesis of Alex Hormozi’s $100M Leads—engaged leads, lead magnets, the Core Four advertising methods, More-Better-New scaling, and Lead Getters (referrals, employees, agencies, affiliates)—for consulting practices and AI go-to-market.
A practitioner synthesis of Alex Hormozi’s $100M Offers—Grand Slam Offers, the starving crowd, the Value Equation, trim-and-stack packaging, scarcity, urgency, bonuses, guarantees and MAGIC naming—for consulting packages, AI products and high-ticket services.
A practitioner synthesis of Bill Aulet’s Disciplined Entrepreneurship Expanded—24 steps from beachhead and persona through unit economics, sales process, MVP and scale—for founders, product leaders and consultants building new ventures.
A practitioner synthesis of Clayton Christensen’s Disruptive Innovation collection—The Innovator’s Dilemma, The Innovator’s Solution and The Innovator’s DNA—covering sustaining vs disruptive change, jobs to be done, and discovery skills for consultants and product leaders.
A practitioner synthesis of April Dunford’s Obviously Awesome—the 10-step positioning process from competitive alternatives to market category and trends—for product marketing, AI offerings and consulting propositions.
A practitioner synthesis of Eliyahu Goldratt and Jeff Cox’s The Goal—throughput, inventory, operating expense, bottlenecks and the five focusing steps—applied to manufacturing, consulting delivery and AI pipelines.
Showing 6 of 24
17 briefings
An engineer's briefing on Cohere's Command A+ — the 218B/25B Apache-licensed pairing built for enterprise and sovereign AI deployment, what "sovereign AI" actually means operationally, and how to evaluate it against hyperscaler-hosted alternatives.
A complete EMEA AI GTM framework—strategic thesis, beachhead markets, ICP, buying committee, pricing, regulation, channels—and a 24-month roadmap case study for a regulated banking customer-service AI platform.
A production playbook for building governed GenAI on Databricks—capability model, modular agents, AI Search, Unity AI Gateway, MLflow tracing and evaluation, AI Functions, LLMOps and Genie One.
A curated, runnable core of roughly fifty frameworks for AI solution engineering—removing duplication, specialisation noise and academic clutter so ConsultAI Lab can deliver from mobilisation to benefits realisation.
A practical sequence from ambiguous business problem to scaled, continuously governed production AI—15 lifecycle steps, framework dictionary, stage gates, artefacts and a 16-week plan.
A category-by-category catalogue of AI engineering and consulting frameworks—data, ML, MLOps, orchestration, domain toolkits, strategy, governance and security—with cloud guidance and a worked financial-audit firm scenario.
Showing 6 of 17
7 briefings
From first principles to trusted solutions—strategic client conversations, responsible deployment, governance operating models and secure model-release decisions for AI leaders and consultants.
Why Claude Fable 5, Opus 5, GPT-5.6, Gemini 3.6 Flash and Kimi K3 are improving — and why progress now involves much more than increasing parameter counts.
An engineer's briefing on Zhipu AI's GLM-5 — the sparse-attention architecture aimed squarely at agentic software engineering workloads, what that specialisation actually buys you, and how to evaluate it against general-purpose coding models.
A practical engineer guide to OpenClaw — install, onboard, Gateway, Control UI, channels (Telegram and friends), pairing/security, tools/skills/plugins, config, and Windows/Linux deployment — distilled from the official docs.
A production playbook for hierarchical caching across RAG and agent pipelines—exact and semantic response caches, embedding/retrieval/reranker/tool caches, provider prefix caching, invalidation, multi-tenant safety, and observability.
A practitioner guide to the LangChain Certified Agent Engineer exam—Build, Test, Deploy and Monitor across the Agent Development Lifecycle (ADLC), with LangSmith logistics, decision patterns and preparation plans.
Showing 6 of 7
25 briefings
An engineer's briefing on Amazon Nova 2 on Bedrock — Nova 2 Lite/Pro, Nova Act browser agents, Nova Sonic speech, and the Nova Forge/SageMaker customisation path — and the honest case for when picking the AWS-native model beats shopping the open market.
An engineer's briefing on Anthropic's Claude 5 family — Fable 5, Opus 5 and Sonnet 5 pricing and positioning, Constitutional AI in practice, native MCP support, and the traps of building against introductory pricing that expires.
A practical engineer guide to Claude Code — install, Explore → Plan → Code → Commit, permission modes, context commands, CLAUDE.md, skills, subagents, MCP, hooks, automation, and the Anthropic Academy learning path.
An engineer's briefing on DeepSeek's V3/R1/V4 lineage — Multi-head Latent Attention, Mixture-of-Experts, and Group Relative Policy Optimisation — and why understanding these three ideas matters more than picking a specific DeepSeek version number.
An engineer's briefing on Google's Gemini 3.x platform — the Flash/Pro/Live split, why the flagship Pro tier keeps slipping, grounding and Workspace integration, and how to avoid betting a roadmap on an unreleased model.
An engineer's briefing on Google's Gemma 4 — the E2B–31B size range, Apache 2.0 licensing, local multimodal deployment, and why picking the right size in this family matters more than picking the family at all.
Showing 6 of 25
4 briefings
A practical learning and delivery programme for AI red teaming—ethics and governance, prompt and model attacks, RAG and agent testing, tools, continuous assessment and enterprise reporting.
How to design, build, test, deploy and operate secure APIs—inventory, threat modelling, identity, authorisation, JWT/OAuth, abuse protection, CI/CD, testing and incident response.
A complete enterprise AI-security programme—NIST AI RMF, ISO/IEC 42001, EU AI Act, OWASP, MITRE ATLAS and a 48-week path from foundations through continuous compliance.
A practical learning and implementation programme for DevSecOps—secure coding, identity, threat modelling, cloud and containers, pipeline hardening, incident response and governance.
1 briefing
MonGo Bank Part VI—NIST AI RMF, ISO/IEC 42001/23894/42005, EU AI Act classification, DPIA, STRIDE, MITRE ATLAS, OWASP LLM Top 10, human oversight, Assurance Case and production evidence pack.
7 briefings
Exam-focused study guide for the IAPP Artificial Intelligence Governance Professional (AIGP) certification against Body of Knowledge v2.1 (exams on or after 2 February 2026)—foundations, laws and frameworks, development, and deployment governance.
A board-level strategy for responsible AI adoption—federated operating model, enterprise AI Centre of Excellence, champion network, value-based incentives and fair accountability.
Implement ISO/IEC 27001 as an Information Security Management System (ISMS) for enterprise AI—scope, Clauses 4–10, risk treatment, Statement of Applicability, Annex A themes, AI asset controls, evidence pack and a 120-day roadmap.
A detailed Governance playbook for applying Regulation (EU) 2024/1689—step-by-step classification, role mapping, prohibited-practice screening, high-risk controls, GPAI duties, artefacts, checklists and timelines you can follow on live use cases.
A practitioner guide to proprietary, permissive, copyleft, network-copyleft and source-available software licences—what each family allows, restricts, and how enterprises stay compliant.
ISO/IEC 42001 helps organisations institutionalise AI policy, roles, risk treatment and continual improvement.
Showing 6 of 7
6 briefings
An original practitioner synthesis of Berman, Case, and Knight’s Financial Intelligence—assumptions and bias in the art of finance, income statement and balance sheet literacy, why profit is not cash, ratios, ROI methods, working capital and the cash conversion cycle, and building a financially intelligent company.
An original deep synthesis of Koller, Goedhart, and Wessels’ McKinsey Valuation (8th ed.)—foundations of value (ROIC, growth, conservation of value, TSR), core DCF techniques, advanced issues (tax, leases, inflation, cross-border), managing for value (M&A, portfolio, capital structure), and special situations (LBO, VC, banks, cyclicals).
A complete AI financial-modelling playbook—fundamentals, workbook structure, demand-to-token drivers, unit economics, enterprise benefits, worked bank NPV example, scenarios, Monte Carlo, startup runway, DCF valuation, and a beginner-to-advanced learning roadmap.
How to reduce generative AI costs without sacrificing latency, reliability, or model performance—request-level cost ledgers, cross-cloud consumption models, caching, guardrails, and a 90-day FinOps roadmap for Azure, AWS, and Google Cloud.
A production playbook for evaluating LLM applications across model, response, component, trajectory, outcome and online layers—covering RAG, single agents, multi-agent architectures, judges, release gates, tooling and a banking worked example.
Without cost telemetry and scenario planning, AI programmes surprise finance after pilot success.
34 briefings
A practitioner synthesis of Mark Roberge’s The Sales Acceleration Formula—Sales Hiring, Training, Management and Demand Generation formulas, SMarketing SLAs, metrics-driven coaching, inbound conversion and GPCT—for scaling consulting and SaaS sales organisations.
A practitioner synthesis of Chris Voss and Tahl Raz’s Never Split the Difference—tactical empathy, labeling, calibrated questions, accusation audits, Ackerman bargaining and Black Swans—for consulting pursuits, commercial deals and internal sponsorship.
A practitioner synthesis of Neil Rackham’s SPIN Selling—Situation, Problem, Implication and Need-payoff questions; implied vs explicit needs; Features/Advantages/Benefits—for complex B2B and AI consulting pursuits.
A practitioner synthesis of Storytelling with Data: Before & After by Cole Nussbaumer Knaflic, Mike Cisneros and Alex Velez—audience, tension, declutter, focus and before/after visual makeovers for consulting and AI metrics storytelling.
A practitioner synthesis of Barbara Minto’s Pyramid Principle—SCQA introductions, MECE grouping, vertical question/answer logic and inductive vs deductive argument—for consulting memos, proposals and AI pursuit narratives.
A practical consulting lead-generation system—ICP, offer ladder, channels, account-based outbound, discovery, qualification, pipeline maths, CRM, 90-day plan—and worked examples for AI, manufacturing, and data strategy practices.
Showing 6 of 34
28 briefings
A practitioner synthesis of Stone, Patton and Heen’s Difficult Conversations—What Happened, Feelings and Identity; contribution systems; third story; listening and problem-solving—for leadership, consulting feedback and sponsorship talks.
A practitioner synthesis of Fisher, Ury and Patton’s Getting to Yes—positions vs interests, the four pillars of principled negotiation, BATNA, negotiation jujitsu and taming dirty tricks—for consulting pursuits, commercial deals and internal sponsorship.
An extremely detailed synthesis of Deepak Malhotra and Max Bazerman’s Negotiation Genius—claiming and creating value, investigative negotiation, mind and heart biases, influence, blind spots, lies, ethics, weakness, ugly talks, when not to negotiate, and the path to genius—for consulting, AI pursuit and commercial work.
A practitioner synthesis of Steven Bartlett’s The Diary of a CEO—the five buckets, professional earthquakes, and laws across Self, Story, Philosophy and Team—for founders, consultants and career resilience.
A practitioner synthesis of Carolyn Dewar, Scott Keller, and Vikram Malhotra’s CEO Excellence—six mindsets and eighteen practices for direction, organisation, mobilisation, board engagement, stakeholders, and personal effectiveness, with assessment checklists.
An extremely detailed practitioner synthesis of Andrew S. Grove’s High Output Management—breakfast factory production, managerial leverage, meetings, decisions, planning, hybrid organisations, dual reporting, control modes, task-relevant maturity, appraisal, compensation, and training as the boss’s job.
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