How Enterprise AI Teams Are Moving Beyond "Best LLM" Debates to Orchestrate Smarter, Secure Workflows in Minutes
As a data and AI consultant, I’m constantly asked about the "best" Large Language Model (LLM). The truth is, relying on a single provider is like asking a master painter to be an expert machinist. It limits your potential. This is where secure, LLM-agnostic platforms like allmates.ai are transforming enterprise AI strategy. Instead of a simple chat interface, these platforms allow you to assemble a "Team of Mates"- specialised AI agents assigned specific roles, permissions, and tools to execute complex workflows autonomously.
The Power of Orchestrating "Mates" in Minutes: The Big Data London Use Case
The real breakthrough isn't just accessing different models; it's how easily a business user can orchestrate them to work together. Imagine you need to prepare for Big Data London, the UK's leading data event. You want deep market intelligence: who is speaking, what are they selling, and where is the industry heading? (This is similar to what we did last year.) Instead of spending days manually researching, you orchestrate a ‘Team of Mates’ who will do this for you in minutes:
1. The "Scout Mate" (Broad Discovery): You assign this Mate access to Google Search and Perplexity.
Task: It sweeps the Big Data London website and industry news to identify the main speakers, their companies, and their job titles. It filters for relevance, creating a structured list of key players and where they are based.
2. The "Investigator Mate" (Deep Profiling): This Mate takes the initial list and uses a specialized LinkedIn tool.
Task: It dives deep into the profiles of these speakers and companies. What are their specific use cases? What topics are they posting about? It enriches the data, adding layers of context about their market positioning that a simple search would miss.
3. The "Strategist Mate" (Internal Intelligence): This Mate is connected to your secure Keyrus Partner Database and internal knowledge base.
Task: It cross-references the external findings with your internal assets. Which of these speakers are using tools we already partner with? Which "trendy tools" are gaining traction where we have gaps? It organises everything into clear topics (e.g., "GenAI Governance," "Data Mesh," "Modern Stack").
4. The "Presenter Mate" (Visual Output): Finally, a Mate empowered by Gamma (the AI presentation tool) takes all this structured intelligence and instantly builds a visual slide deck.
Task: It generates a professional presentation summarising the analysis, ready for your internal strategy meeting.
The Result: Actionable Intelligence in Moments
By the time you finish your coffee, your ‘Team of Mates’ delivers exactly what you asked for:
✅ A curated list of speakers working on use cases similar to Keyrus, highlighted for networking.
✅ A "Trendy Tools" index, identifying the rising stars in the market versus our current stack.
✅ A comprehensive Company Map, showing where the world of data is moving.
Democratising AI: From Complexity to "Done in Minutes"
The most transformative aspect of platforms like allmates.ai is the simplicity of orchestration. You don't need to be a prompt engineer to build this.
Assign Roles: Define who scouts, who investigates, and who presents.
Equip Tools: Give one Mate access to LinkedIn, another to your secure internal files, and another to Gamma.
Pick the Brain: Choose the best LLM for each Mate—perhaps Gemini for fast search, Claude for deep reasoning on the strategy, and GPT-5 for the final polish.
This represents a fundamental shift: Business users can configure secure, multi-step AI workflows directly, testing and iterating in real-time without technical bottlenecks.
Ready to experience the power of orchestrated AI teams for yourself? Start your free trial of allmates.ai and build your first Team of Mates in minutes. See how multi-model AI orchestration can transform your workflows from complex to "done in minutes."
Want to discuss how to implement LLM-agnostic AI strategies in your organisation? Contact Keyrus to explore tailored solutions that deliver intelligence at scale.
About the Author
Daniel Jimenez is a Principal Consultant and Technical Expert at Keyrus UK, where he leads enterprise AI and data strategy initiatives for organisations across financial services, retail, and technology sectors. With over a decade of experience in data architecture and artificial intelligence, Daniel specialises in helping businesses navigate the rapidly evolving AI landscape, from selecting the right technology stack to implementing production-ready AI solutions that deliver measurable business value.
About Keyrus
Keyrus is a global consultancy specialising in data intelligence, digital experience, and business consulting. With operations in 28 countries and a team of over 3,500 experts, we help organisations unlock the full potential of their data through innovative architectures, advanced analytics, AI implementation, and intelligent automation.
Our data and AI practice combines deep technical expertise with business acumen to deliver transformative solutions across the entire data lifecycle, from strategy and architecture to implementation and ongoing optimisation. We partner with leading technology providers while maintaining platform-agnostic principles, ensuring our clients benefit from the best tools and approaches for their unique requirements.
Keyrus serves clients across industries, including financial services, retail, healthcare, telecommunications, and the public sector. Our proven methodologies and commitment to knowledge transfer ensure sustainable outcomes that empower organizations to continuously innovate with their data assets.