USED TO BE GOOD UNTILL MONEY PIGS…
USED TO BE GOOD UNTILL MONEY PIGS CHANGED IT
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AI has a structural problem. LLMs are powerful — but they have no concept of cost, truth, or containment. At scale, that gap isn't a product limitation. It's a liability. $73 billion in AI infrastructure cost is wasted every year. One in three AI outputs is wrong. 82% of AI tools fail financial risk and compliance standards. CleeAI built the layer that fixes this. The LKM™ (Large Knowledge Model) sits above your entire LLM stack — between every application and every model you run. It routes every query to the most cost-effective model, enforces verified accuracy, and intercepts governance risks before outputs ever reach production. The results are independently validated: → 69% reduction in inference compute costs → 88% reduction in query latency → ≥99% routing accuracy This is not another LLM. It is the infrastructure layer above them — enforcing cost efficiency, correctness, and governance at the point where enterprise AI most frequently fails. Models will change. The control layer won't.
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USED TO BE GOOD UNTILL MONEY PIGS CHANGED IT
So useful in researching ideas to optimise my e-commerce website. The best part though is I can trust what Clee.AI is telling me from the great references it gives.
I also love the graphs it gives aswell. Super useful.

Risposta di CleeAI | Knowledge Operating Layer
I enjoy many aspects of the CleeAI product, such as the list of sources it provides. However, I've found it does not access the most up to date sources of information that other AI search products (i.e. CoPilot) do

Risposta di CleeAI | Knowledge Operating Layer

Risposta di CleeAI | Knowledge Operating Layer
The results are relevant and the citations give them credibility and a launching pad for a deep dive.

Risposta di CleeAI | Knowledge Operating Layer
CleeAI found precisely what I wanted and built up for me a new project management approach based on my specific requirements including an assessment tool to confirm that the conditions required for the approach to work are strongly in place. Excellent !
While at its adolescence, I find the research exploration capabilities of CheeAI is at the right track. I have got references of multiple research references and trends from the App faster than Google Search. Professor Dey
Love CleeAI. I use it regularly. The structure of the results, the sources, the throughness.
I like the detail and info layout but the recent search on current Pilot staffing is incorrect based on 2022 information. It was acquired and new staffing out in place.
As always, CleeAI does an exceptional job at returning highly accurate results.
The accuracy of the results were amazing, and the citations made me trust the result more than getting results based on social popularity.
The quality of the answer is atonishing.
The link to the sources very helpful.
The speed of the answer is amazing.
SOME OTHER IDEAS
We are not sure if Cleeai sort the best sources, maybe it should show some hanking of the sources, by previous citations. Also it would be nice if we could see schoolar sources apart from social media sources like answers in Reddit as a source...
It take me to different languages like Spanish or Arabica
It not lat me work rather in English or Hebrew

Risposta di CleeAI | Knowledge Operating Layer
I use several platforms to inquire about general knowledge subjects, namely philosophy and theology. CleeAI's answers are the most complete, systematized and objective, duly backed up with an abundant biography of references. Responses come somewhat slowly, which is understandable given the collection of sources. Those responsible for your good work deserve congratulations for the formidable result presented. Thanks. Gustavo Ferreira - Portugal
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