Four-fold path to business impact AI

PF-Business Impact #2
Four-fold path to business impact AI

For all the relentlessly paced developments in AI, when it comes to enterprise, there is an unwavering path to business impact AI. Holistic first principles rigour will avoid the traps of ad hoc pilots, ineffective agents, spiralling LLM costs, increased exposure risk, and bloated tech budgets.

  1. Right knowledge
  2. Right agents
  3. Right models for right task
  4. Right governance

Right knowledge path. Acknowledge your competitive advantage currently siloed and shackled. Your enterprise knowledge built over time and constantly being refreshed, needs to be curated for dynamic use across the organisation. Your personalized Enterprise Knowledge Garden (PF EKG) will form the backbone of high-quality Gen AI response, and reasoning & decision support. Delivered through the organisation by your enterpriseGPT.

Right agents path. Appreciate the difference between point solutions AI tools, copilots & assistants for personal productivity projects and enterprise AI. Generic agents unable to securely integrate with enterprise knowledge are of little use for enterprise. Design and deploy your Enterprise Digital Experts (PF EDE) with relevant skills and perspective, delivering business-grade accuracy of over 95%. Augment your managers to rescale effectiveness.

Right models path. Understand all models are not equal. You must be able to exercise freedom of choice to select the right mix of models to address specific tasks. Always benchmark against constraints of accuracy, speed and cost. Your LLM Optimisation Hub (PF MOH) delivers the model-agnostic approach critical for business impact AI. Learn more about how this plays out in a leading global enterprise where the PF Complaint Resolution Digital Expert uses 13 Agents and 5 LLMs, with dynamic benchmarking against the triple AI constraints.

Right governance path. Realise the criticality of complete AI governance at one place. Your enterprise governance (PF Govern) proactively mitigates the real risk in deploying AI using multiple LLM models and multiple agents, as well as the recurring issue of uncapped costs of LLM usage. You need relentless enterprise governance across dimensions of monitoring, traceability, diagnostics, explainabilty, compliance and security.

Your enterprise AI is only as good as your platform. Purple Fabric is the world’s first open business impact AI platform. Built on four proprietary technology stacks. The platform integrates the power of Data-as-a-Service with Knowledge-as-a-Service to drive higher productivity and performance of human talent in the enterprise. Purple Fabric already has 68 ready-to-use digital experts to jumpstart enterprise AI initiatives. Experience the exponential power of the augmented enterprise when AI is harnessed right.

With Purple Fabric you’re on the right path to business impact AI.

June 11, 2025

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Author
Arun Jain