Taming GenAI —
Key Takeaways from our lastest Webinar
Why GenAI Adoption Is Stalling
Only 11% of companies have successfully scaled GenAI (McKinsey)
Hallucination rates in high-stakes domains can reach 27%
Generic models lack compliance, depth, and domain
Enterprise Red Flags That Signal It’s Time to Move Beyond General-Purpose AI
- Users disengage — responses feel generic or wrong.
- The model misses internal acronyms, tone, and product context
- Copy-paste workflows are inefficient — teams need GenAI inside their tools
- Legal teams flag compliance risks with public model use
- Inference and scaling costs spiral with large LLMs
The 3 Strategies to Make GenAI Business-Ready
Retrieval-Augmented Generation (RAG)
- Connects GenAI to real-time, proprietary data.
- Helps reduce hallucinations by up to 30%.
- Ideal for use cases like financial reports, product catalogs, and FAQs.
Query → External Knowledge Base → Model → Output
Fine-Tuning
- Uses labeled, static data to teach the model your tone and language.
- Improves accuracy in regulated industries (legal, healthcare, etc.).
- SLMs + LoRA can cut fine-tuning and inference costs 10x–100x.
• Do: Start with prompt tuning
• Don’t: Overfit or over-extend for generic tasks
Model Distillation
- Compresses a large model (teacher) into a smaller, efficient one (student)
- Retains performance while cutting compute and latency
- Best for on-prem, edge, or cost-sensitive deployments
Teacher → Knowledge Transfer → Student
From Challenge to Impact: See GenAI in Action
CASE STUDY
AI and Machine Learning for Enhanced Document & Image Classification with PII Detection
Athenaworks achieved reducing processing time by 70% and 97% accuracy Object Detection with YOLO for an industry leader in cybersecurity.
From Challenge to Impact: See GenAI in Action
CASE STUDY
AI and Machine Learning for Enhanced Document & Image Classification with PII Detection
Athenaworks achieved reducing processing time by 70% and 97% accuracy Object Detection with YOLO for an industry leader in cybersecurity.
Unlock Personalized Guidance on GenAI
Want to go deeper on a specific challenge?
We’re offering a free 1:1 session with our expert speakers. Connect with Bill Busch or Praveen Kedar for guidance on how to make GenAI work in your environment.
Reach out to Solutions Expert at [email protected] to schedule your session.
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