Mira: Delphi Oracle Case Study
Delphi Digital is one of the most respected research and investment institutions in the cryptocurrency industry, known for its in-depth market analysis and investments in early star projects such as Lido, Axie Infinity, Synthetix, and Aave.Author: Mira
Overview
We are about to release a new case study on Delphi Oracle—this is a crypto research assistant built by Delphi Digital, powered by Mira Network's Verified API and Klok's intelligent query routing technology.
This is not just a demo product, but a tool that is already live and publicly used, helping users quickly and reliably query and obtain insights into crypto research, built on a decentralized verification mechanism.
It can be understood as: a ChatGPT for Token Research without "hallucinations" or misinformation.
Delphi Oracle is an important attempt to make complex content easy to understand and accessible—this is a common challenge faced by multiple industries, including financial services and education. With the consensus verification mechanism of Mira Network, such real-world applications not only remain low-cost but also do not sacrifice accuracy.
Why It Matters?
About Delphi
Delphi Digital is one of the most respected research and investment institutions in the crypto industry, known for its deep market analysis and investments in early star projects such as Lido, Axie Infinity, Synthetix, and Aave.
Over the years, they have built a suite of token research tools and knowledge bases, with their research reports regarded as the gold standard in crypto research.
Through Delphi Oracle, they provide users with a new way to interact with AI, on-chain data, market analysis, and research insights.
Challenges Faced by Delphi
Delphi's research reports are in-depth and detailed, trusted by investors, researchers, and VCs, but they are very difficult for the average user unfamiliar with the complex terminology of the crypto industry to understand. Many readers feel confused, overwhelmed, or even give up midway through reading.
Delphi realized that they needed to make their technical research content more understandable and accessible to the general public.
While AI assistants seemed like an ideal solution, their initial attempts to build an AI chatbot using large language models (LLMs) often misquoted data and even contradicted their own research conclusions. This severely undermined user trust and brand credibility.
They needed to ensure that any AI assistant they built could provide accurate and reliable answers.
Solution
During their research on AI and crypto projects, they discovered Mira Network and decided to collaborate with us. With Mira's API and the support of our research team, they built an AI assistant that is not only accurate and reliable but also reduced costs by 90%.
Key innovations include: intelligent query routing, smart caching, and Mira's verification layer.
Terminology Definitions:
Intelligent Query Routing directly responds to simple market data questions via API, only calling AI when necessary, effectively reducing costs and speeding up response times.
Smart Caching pre-generates answers to the most common and repetitive questions, returning them instantly when users request, enhancing efficiency.
Mira's Verification Layer verifies the AI output before it is presented to users in a decentralized, consensus-based manner, ensuring content accuracy and protecting the credibility of the Delphi brand.
Core Messaging:
1. Mira-Driven Delphi Oracle
Delphi Oracle combines Mira's verification layer, smart caching, and query routing mechanisms with its vast knowledge base to create a unique AI research assistant that provides the support readers need.
2. A Model for Building Research-Focused AI Correctly
Today, other platforms regard Delphi Oracle as a reliable and cost-effective model for building research-focused AI tools.
3. Verification You Can See
Every answer from Delphi Oracle is annotated with information sources, transforming AI from a black box into a transparent tool. This is the value of the Mira Verified API.
4. How to Build the Most Trusted AI Research Tool
Delphi's initial AI assistant failed due to hallucinations and cost issues, while Mira helped them rebuild the system with trust, speed, and scale without sacrificing accuracy and budget.
5. Mira Supports Efficient AI in the Real World
This case demonstrates how Mira helps teams like Delphi build scalable and trustworthy AI tools that are truly applied in practice, economically viable, and free from hallucinations.
Supplementary Data for Communication:
Through Mira's intelligent routing, caching, and verification technologies, Delphi has reduced the cost of each query by up to 90%, making the AI tool economically viable at scale.
Processing thousands of queries daily, with users ranging from investors to crypto newcomers.
The cost advantage allows Delphi to offer Oracle for free to all users, not just premium subscribers.
Ways to Share:
Retweet our Delphi Oracle announcement post (after launch)
Emphasize any of the above communication points for your audience
Encourage readers to visit and try the Delphi Oracle AI Chat
If your audience is not yet familiar with Mira, you can provide additional introductory information. You can also refer to this briefing document or visit Mira's AI Chatbot for more content: scrolls.mira.network
