Saw a graphic or a framework in one of our slides and want to grab just that information? We’re publishing some of the most-requested ideas here.
Instant Insights: The Trust Insights 5P Framework
YOUR STRATEGY IS MISSING A SYSTEM The 5P Framework by Trust Insights™ Every organization has goals. Fewer have a repeatable system for reaching them. You’ve sat through the planning meetings, built the spreadsheets, and launched the initiatives — only to watch them stall when the wrong people are in the room, the process is unclear,...
Instant Insights: The Trust Insights 5P Integration Checklist
Successful AI implementation requires systematic planning that addresses all dimensions of organizational readiness, technical integration, and operational adaptation. This comprehensive checklist ensures that implementation planning incorporates all elements of the 5P framework, providing a structured methodology for managing the complex interdependencies involved in AI adoption. By addressing these critical success factors proactively, organizations can significantly...
Instant Insights: 6 Levels of AI Proficiency
Where does your generative AI proficiency stand today? The 6 Levels of Generative AI Proficiency is a starting framework to help individuals and organizations assess their current capabilities and chart a path forward. From basic prompt-and-response chat to engineering custom agentic systems, this model maps proficiency across three organizational tiers — Individual Contributor, Management, and...
Instant Insights: The SAINT Reporting Framework
YOUR REPORTS GET IGNORED BECAUSE THEY'RE BUILT BACKWARDS The SAINT Reporting Framework by Trust Insights You spend hours pulling data, building charts, and writing up findings. Your stakeholders skim past everything and ask, “So what should we do?” The problem isn’t your data — it’s the structure. Most reports bury the important parts under pages...
Instant Insights: The 6C Data Quality Framework
YOUR DATA IS LYING TO YOU The 6C Data Quality Framework by Trust Insights High-quality data is the foundation of every digital business. From service to sales to analytics, in industries from healthcare to consumer goods, data is the bedrock on which business is built. If you don’t trust your data, you probably don’t have...
Instant Insights: The STEM Marketing Strategic Framework
YOU DON'T HAVE A STRATEGY. YOU HAVE A LIST OF TACTICS. The STEM Marketing Strategic Framework by Trust Insights In business, few words are so misunderstood as “strategy.” Teams call their to-do list a strategy. They call their channel mix a strategy. They call their content calendar a strategy. None of those things are a...
Instant Insights: AI Tool/Model Data Privacy Matrix
What tools and models are safest or least safe for your privacy? In this matrix, we look at privacy from two perspectives: model training (your data is used to make better models) and human review (someone looks at your data). Download the PDF version here The only completely private form of generative AI are local...
Instant Insights: The Beginner’s Generative AI Starter Kit
One of the most common questions we’re asked is what tools a beginner to generative AI should start with. While this is an ever-changing answer, we’ve put together the most basic, foundational tools that everyone should have in their AI toolbox, based on the general task you’re trying to accomplish: Click to download the PDF,...
Instant Insights: The TRIPS Framework for AI Outsourcing
STOP GUESSING WHAT TO HAND TO AI The TRIPS Framework by Trust Insights Everyone says “use AI to save time.” Nobody tells you which tasks to start with. So you pick something visible, overpromise the results, and spend more time fixing the output than you would have spent doing it yourself. Or worse — you...
Instant Insights: The Trust Insights RACE AI Framework
Instant Insights: The Trust Insights RACE AI Framework Based on the extensive documentation provided by large language model (LLM) companies and how LLMs are constructed, these are the principal components prompts should have for maximum effectiveness: Role, Action, Context, Execute, or RACE. This is the Trust Insights RACE AI Framework. In general, longer, more detailed...
Instant Insights: The Trust Insights PARE AI Framework
Instant Insights: The Trust Insights PARE AI Framework Large language and multimodal models that power services like ChatGPT, Google Gemini, Anthropic Claude, and many others get better at understanding our intent every day, but there are still ways to dramatically improve their performance. To get the most out of these models, use the Trust Insights...
Instant Insights: The Trust Insights RAPPEL AI Prompt Framework
YOUR AI ISN'T UNDERPERFORMING. YOUR PROMPTS ARE. The RAPPEL AI Prompt Framework by Trust Insights Most people type a single sentence into ChatGPT, Claude, or Gemini and wonder why they get generic output. The problem isn’t the model — it’s that you’re skipping steps that matter. Non-reasoning models don’t build their own chain of thought....
Instant Insights: The Trust Insights AI 4U AI Literacy Framework
AI literacy is essential for making the most of the technology while being aware of risks and downsides. The Trust Insights AI 4U Literacy Framework is a practical four-step framework to teach AI literacy. Click to download the PDF. The AI 4U framework is four parts: Understand: How well do you understand AI technology?...
Instant Insights: The Trust Insights CASINO Deep Research Prompt Framework
Deep Research utilities are incredibly powerful, valuable tools - but they’re fundamentally based on large language models and search engines. To get the most out of your Deep Research tools (especially with limited-use tools like OpenAI’s Deep Research, with as few as 10 uses per month), you want to make sure your Deep Research prompts...
Instant Insights: How To Track AI Searches
AI-enabled search engines like ChatGPT Search, Perplexity, and others are sending more traffic to websites as consumers begin to use AI search tools. Want to learn how to track AI searches? Here’s a straightforward recipe, step by step. Click here to download your copy Want to learn Generative AI for Marketers? Take our self-paced course:...
Instant Insights: The Trust Insights RAFT Responsible AI Framework
Instant Insights: The Trust Insights RAFT Responsible AI Framework Responsible AI is more than a buzzword; it’s a business imperative. The Trust Insights RAFT framework helps leaders in organizations of any size and individual users of AI mitigate risk and build AI systems that drive ROI and build trust. Click to download the PDF, no...
Instant Insights: The PRISM AI Prompt Framework for Reasoning Models
YOUR PROMPTS ARE WORKING AGAINST YOU The PRISM AI Prompt Framework by Trust Insights Reasoning models — Deepseek, Gemini Flash Thinking, OpenAI o1/o3, Claude with extended thinking — don’t work like standard chatbots. They build their own chain of thought, reflect on their reasoning, and score their own output. The prompting techniques that work for...
Instant Insights: The AI/Machine Learning Lifecycle
AI and machine learning projects are no different than any other form of technology project, in that they require governance, clearly defined processes, and accountability throughout the project. The easiest way to think about approaching an AI new project is to follow the machine learning lifecycle. Here’s the machine learning lifecycle we use for every...
Instant Insights: CSV to Markdown Converter
CSV to Markdown Table Converter Upload a CSV file (comma-separated values) to convert it to a Markdown table. The first row of your CSV will be used as the header of the Markdown table. Maximum file size: 2MB. Select a CSV file: Convert to Markdown Markdown Output
Instant Insights: The 7D Product Marketing Launch Framework
Launching Products is Chaos Here's the System That Removes the Guesswork Product launches fail because there's no system. Marketing pushes features. Product teams argue over timelines. Sales doesn't understand the messaging. Everyone's working hard. Nobody's aligned. The Trust Insights 7D Product Marketing Launch Framework is the operating system for every successful go-to-market. Refined by data...
Instant Insights: The Journey to AI
Artificial intelligence isn’t just a magic wand that we wave at our problems to solve them instantly. Effective, sustainable use of AI within an organization requires companies to embark on a journey towards the use of AI. Below is the journey, from bottom to top, that an organization must take to fully realize the power...
Instant Insights: The AI-Powered SEO Process
With Google’s pronouncement that it would use its most advanced AI-created language models to improve searchers’ experiences, the ability to use AI for SEO has never been more important. SEO as we used to do it should be retired. The old way of starting with simple keyword lists and optimizing pages for keywords is effectively...
Instant Insights: Types of Problems Machine Learning/AI Solves
What kinds of problems is machine learning and AI best suited to solve? To help define your analytics approach, use this 2x2 matrix to identify the kind of problem you've got, from a data perspective, and then select approaches based on that problem type. Click this link to download a full-size PDF of this chart....
Instant Insights: MarTech Governance Framework (ISO 38500-2015 Standard)
While it’s commonly cited that the CMO is spending more on IT than the CIO, very little has been done to bring marketing into corporate alignment with governance compared to IT. As a result, marketing technology is a mess at many companies with no clear processes or standards for managing vendors, infrastructure, processes, or people....
Instant Insights: 9C Community Management Framework
YOUR COMMUNITY IS YOUR MOST UNDERVALUED ASSET The 9C Framework Gives You a System to Build Communities That Last You have followers. You have an email list. You might even have a Slack channel. But do you have a community? There is a difference. Followers scroll past. Subscribers open sometimes. A real community shows up...
Instant Insights: The Video-First Transmedia Content Framework
There’s no question that marketing is hungrier for content than ever before, but generating content at scale can be a daunting task. Fortunately, if you follow the Video-First Transmedia Content Framework, one piece of video can become many, many pieces of content. Originally coined by friend and colleague Todd Defren in 2008 as part of...
Insights Imediatos: A Estrutura PACE para IA [BR-PT]
Insights Imediatos: A Estrutura PACE para IA Com base em toda a documentação das empresas de modelos de linguagem gigantes (LLMs) e em como eles são feitos, esses são os principais ingredientes para ter prompts super eficientes: Papel, Ação, Contexto e Executar, ou, resumindo, RACE. Normalmente, prompts mais longos e detalhados funcionam melhor; modelos modernos...
Instant Insights: The Data Science Lifecycle
Proper management of data for analysis, training for machine learning, and insight extraction for business impact isn’t haphazard or random. Working with data has a clear, defined process that adheres to the scientific method - hence the name, data science - and companies who want to make the most of their data must adhere to...
Ideas al Instante: El Marco RACE para la IA [ES]
Ideas al Instante: El Marco RACE para la IA Con base en la documentación de las empresas que desarrollan modelos de lenguaje grande (LLM) y cómo se crean, estos son los componentes clave para que tus prompts sean efectivos: Rol, Acción, Contexto, Ejecutar, o RACE. En general, mientras más largo y detallado sea el prompt,...
Insights Imediatos: Framework PARE para IA [BR-PT]
Insights Imediatos: Framework PARE para IA Os modelos de linguagem gigantes e multimodais que alimentam serviços como ChatGPT, Google Gemini, Anthropic Claude e muitos outros estão ficando cada vez melhores em entender o que a gente quer, mas ainda tem como turbinar o desempenho deles. Para aproveitar ao máximo esses modelos, use o Framework PARE...
Ideas al Instante: El Marco PARE para la IA [ES]
Ideas al Instante: El Marco PARE para la IA Las herramientas de lenguaje y modelos multimodales que impulsan servicios como ChatGPT, Google Gemini, Anthropic Claude, y muchos otros, cada vez entienden mejor lo que queremos, pero aún podemos ayudarles a ser más precisos. Para sacarle el máximo provecho a estas herramientas, usa el Marco PARE...
Insights Imediatos: O Framework TRIPS para Terceirizar com IA [BR-PT]
Insights Imediatos: O Framework TRIPS para Terceirizar com IA Se a gente pensar na IA como mais um parceiro para terceirização, fica bem mais fácil decidir o que terceirizar. O framework TRIPS para IA te dá cinco critérios para avaliar cada tarefa que você faz hoje. Clique para baixar o PDF, sem necessidade de cadastro....
Ideas al Instante: El Marco TRIPS para Externalizar Tareas con IA [ES]
Ideas al Instante: El Marco TRIPS para Externalizar Tareas con IA Si vemos a la IA como un socio más para externalizar tareas, decidir qué externalizar se vuelve mucho más fácil. El marco TRIPS para IA te da cinco criterios para evaluar cada tarea que realizas actualmente. Descarga el PDF gratis, ¡sin necesidad de registrarte!...
Instant Insights: The Media/Agency Landscape
"There are a million PR people for every journalist out there!" is a common cry of lament in the world of agencies and publishing. What does the data say? In this Instant Insight, learn how many people each type of publishing company and agency employs, and find out just how many people work in media....
Instant Insights: Traditional News Volume By Year
One of the key problems in modern marketing is the amount of data created every day. In 2019, it’s estimated we will, as a civilization, create 35 zettabytes of data, a mind-boggling number. To give just a tiny sense of how much and how fast we create data, Trust Insights analyzed the Google News database...
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