What is Daisho?

Daisho is an innovative no-code data science tool designed specifically for business users and non-technical professionals. It simplifies the process of data analysis and insight generation by allowing users to select a specific business problem and point to their data, while Daisho handles the complex calculations and modeling in the background. This approach empowers users to focus on deriving actionable business insights rather than getting bogged down in intricate mathematical details or coding.

Daisho aims to transform users into "data science superheroes" by providing them with the tools to quickly and effectively analyze data, generate hypotheses, and draw meaningful conclusions that can drive business decisions.

Features

Daisho offers a range of powerful features that make it an attractive option for businesses looking to leverage data science without the need for extensive technical expertise. Here are some of the key features:

1. No-Code Interface

• User-Friendly Design: Daisho's interface is designed to be intuitive, allowing users to navigate the tool without any coding knowledge.
• Quick Setup: Users can get started quickly by selecting problems from a catalog and uploading their data files.

2. Pre-Built Workflows

• Common Business Problems: Daisho includes a variety of pre-built workflows that address common business challenges, such as customer churn, sales forecasting, and network fault prediction.
• Time-Saving: These workflows significantly reduce the time needed to set up analyses, allowing users to focus on interpreting results.

3. Automatic Hypothesis Generation

• Data-Driven Insights: Daisho automatically builds and tests thousands of hypotheses based on the selected workflow and data.
• Highlighting Key Insights: The tool filters and surfaces the most impactful hypotheses, making it easier for users to identify actionable insights.

4. Free Flow Analysis

• Flexibility: Users can perform free flow analysis on any tabular data, allowing for exploratory data analysis without predefined workflows.
• Comprehensive Insights: This feature enables users to uncover hidden patterns and relationships in their data.

5. Predictive Modeling

• Curated Algorithms: Daisho uses a set of curated algorithms tailored to the specific problem chosen by the user.
• High Accuracy: The tool is designed to deliver accurate predictive models, often outperforming traditional methods.

6. Business Impact Visualization

• Actionable Insights: Daisho automatically generates visual representations of insights, making it easier for business users to understand and act on the data.
• Focus on Business Outcomes: The tool emphasizes insights that can lead to tangible business results.

7. Quick Results

• Fast Turnaround: Users can expect to see results in a short amount of time, often within hours, allowing for rapid decision-making.
• Efficiency: This speed is a significant advantage over traditional data science methods that can take weeks or months to yield results.

Use Cases

Daisho can be applied across various industries and business functions. Here are some notable use cases:

1. Network Fault Prediction

• Problem: Predicting which cell towers are likely to fail within a specific timeframe.
• Impact: Daisho has achieved up to 94% accuracy in predicting failures, enabling proactive maintenance and reducing downtime.

2. Collections Prioritization

• Problem: Identifying which customer calls should be prioritized to maximize revenue.
• Impact: By focusing on high-impact calls, businesses have seen significant improvements in their bottom line, with reported impacts of up to $4 million.

3. Early Warning Systems in Consumer Packaged Goods (CPG)

• Problem: Analyzing extensive data dashboards to determine which metrics are most critical.
• Impact: Daisho has streamlined the analysis process, allowing users to focus on key insights rather than sifting through hundreds of pages of data.

4. Automated Ticket Analysis and Diagnosis

• Problem: Classifying and diagnosing IT support tickets.
• Impact: Daisho has been reported to reduce resolution times by 70%, improving overall efficiency in IT operations.

5. Impact of Logistics on Customer Churn

• Problem: Combining siloed data from supply chain and customer behavior to understand churn drivers.
• Impact: Daisho enables businesses to make data-driven decisions by uncovering the relationship between logistics and customer retention.

6. Sales Drivers Analysis

• Problem: Understanding fluctuations in sales performance.
• Impact: By analyzing multiple data sources, Daisho helps businesses identify factors affecting sales trends, enabling them to adjust strategies accordingly.

Pricing

Daisho offers a straightforward pricing model to cater to various business needs. Users can start with a 15-day free trial, which does not require a credit card. This trial provides full access to the tool's features, allowing potential customers to explore its capabilities before committing to a subscription.

While specific pricing tiers may vary based on the size of the organization and the extent of features required, Daisho aims to provide competitive pricing that reflects the value delivered in terms of time savings, accuracy, and business impact.

Comparison with Other Tools

When comparing Daisho to other data science tools, several unique selling points set it apart:

1. No-Code Accessibility

• Target Audience: Unlike many data science platforms that require coding skills, Daisho is designed for business users, making it accessible to a broader audience.
• Learning Curve: Users can quickly learn how to use Daisho without extensive training, reducing the time to value.

2. Speed and Efficiency

• Rapid Results: Daisho's ability to deliver insights in hours rather than weeks or months is a significant advantage over traditional data science methods.
• High Throughput: Businesses can roll out multiple models in a fraction of the time it would take with conventional approaches.

3. Focus on Business Insights

• Actionable Outputs: Daisho emphasizes generating insights that are directly applicable to business decisions, rather than just providing raw data or complex models.
• Business Impact: The tool's design is centered around delivering tangible business outcomes, which is a key differentiator from other analytical tools.

4. Automated Hypothesis Testing

• Data Exploration: While many tools require users to define hypotheses before analysis, Daisho automates this process, allowing users to explore data more freely and uncover unexpected insights.

FAQ

1. Who can use Daisho?

Daisho is designed for business users, data analysts, and anyone who needs to generate insights from data without requiring advanced technical skills or coding knowledge.

2. What types of data does Daisho support?

Daisho primarily works with tabular data, similar to what you would find in Excel spreadsheets. Users can upload their data files for analysis.

3. How accurate are the predictions generated by Daisho?

Daisho has demonstrated high accuracy in various use cases, with some users reporting accuracy rates of up to 94% in specific predictive tasks.

4. Can Daisho handle large datasets?

Yes, Daisho is capable of processing large datasets, enabling users to uncover insights from extensive data sources.

5. Is there a customer support option available?

Yes, Daisho provides customer support to assist users with any questions or issues they may encounter while using the tool.

6. How does Daisho ensure data security?

Daisho takes data security seriously and implements measures to protect user data during analysis and storage.

7. Can I customize the workflows in Daisho?

While Daisho offers pre-built workflows, users can also explore free flow analysis, allowing for flexibility in how they analyze their data.

In conclusion, Daisho stands out as a powerful no-code data science tool that empowers business users to leverage data for actionable insights. Its unique features, rapid results, and focus on business impact make it an attractive choice for organizations looking to enhance their data-driven decision-making processes. Whether you are a small business or a large enterprise, Daisho offers the tools and capabilities to help you become a data science superhero.