• Home
  • About
  • Our Services
    • Enterprise AI Accelerator
    • AI Solution Sprint
  • Key Industries
    • Finance and Banking
    • Healthcare
    • Manufacturing
    • Retail
    • Product Design and Development
    • Smart City and Infrastructure
  • Resources
    • Case Studies
    • Research
    • Ebook: How to Bring AI to Your Organization
    • Free Guide: Discussion Questions for AI Readiness
    • New Research: 50 AI Examples from the Fortune 500
  • Labs
    • DoXtractor
    • Radiology
    • Unredactor
  • Blog
  • Contact us
r354-screen-shot-2020-03-24-at-42210-pm-15851571968554.jpg
Manceps
OUR LATEST RESOURCES
  • 3980-sthe-complete-guide-to-bringing-ai-to-your-organization.png
  • 3980-s50-ai-examples.png
  • 3980-sdiscussion-questions-for-ai-readiness.png
OUR LATEST ARTICLES

The Mediocrity Trap: How can companies survive in the AI age

The history of corporate power is a graveyard of incumbents, and today, generative AI presents the next existential threat: not primarily to workers, but to the businesses themselves. Executives, chasing quick wins in productivity and cost avoidance, are making a Faustian Bargain: they are rushing to feed their most valuable asset, their proprietary data and core domain expertise, into vast, generalist models offered by third-party AI vendors. This short-sighted strategy provides immediate efficiency but essentially trains a future competitor, echoing the predatory consolidation seen during the rise of cloud platforms. This creates the "Mediocrity Trap," where unique corporate value is absorbed, averaged out, and commoditized, enabling the AI vendors to evolve into specialized domain experts. As these platforms inevitably internalize those services and launch fully automated, cheaper alternatives, the original companies, from consultants to content creators, will be rendered obsolete. Survival demands corporate sovereignty: firms must immediately stop leaking their intellectual property and instead focus on building, owning, and deploying specialized AI capabilities on their own protected data and open-source foundations.

The AI Lock-in: Unlocking Specialized Knowledge with CAST

The biggest obstacle in enterprise AI is skill lock-in. The Cartridge Activation Space Transfer (CAST) is the breakthrough solution, instantly translating specialized Domain Cartridges (LoRA adapters) between models like Gemma, Llama and Mistral. Decouple your expertise from underlying architecture, eliminate expensive retraining, and maintain 90% performance fidelity.

"I Know Kung Fu": RAP Domain Cartridges and the Matrix Moment for LLMs

RAP moves beyond simple document retrieval (RAG) and uses lightweight, modular "Domain Cartridges" to instantly and dynamically inject specialized knowledge directly into the LLM's core parameters. Our breakthrough Fusion-Generation Engine selects the necessary expert cartridges (e.g., Law + Finance), seamlessly merges them into a single adapter, and generates an interdisciplinary response in one high-speed pass.

LOAD MORE

OUR HEADQUARTERS
Headquartered in the heart of Portland, Oregon, our satellite offices span North America, Europe, the Middle East, and Africa.

(503) 922-1164

Our address is
US Custom House
220 NW 8th Ave
Portland, OR 97209

Copyright © 2019 Manceps