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December 10, 2025, 1:52 am UTC

Wrangled Insights LLC 93-2116445 | Government Grant Application

Wrangled Insights LLC | Application Preview

 

Wrangled Insights LLC is seeking government grant funding to enhance its cloud-based platform and expand its team. The funds will primarily be allocated for an AWS subscription and specific features that will improve the platform, enabling the company to attract more customers and maintain a competitive advantage in the market. Additionally, the funding will facilitate the onboarding of more data scientists to speed up product development.

The business plan includes acquiring 4 to 5 customers in the initial phase, with one already secured and deployment scheduled for next month. They have engaged informally with three potential customers and intend to initiate formal discussions soon. Once a few clients are onboarded, the company plans to seek venture capital funding to accelerate growth through increased marketing efforts and hiring additional data scientists. A strategic exit is also a possibility, depending on the company's valuation and market conditions.

Wrangled Insights highlights its innovative solution, which targets a substantial total addressable market (TAM) and has already captured interest from initial clients without external funding. Their offering is described as revolutionary in the Extract, Transform, Load (ETL) space and boasts traction from discussions with potential customers and industry experts. The company aims to serve various sectors, focusing initially on financial services and healthcare while leaving room for expansion.

The competitive landscape features three main competitors: Numbers Station, Unstructured.io, and Informatica. However, Wrangled Insights believes its platform stands out due to several advanced features, including autonomous data wrangling, flexible data format management, and the capability to analyze both structured and unstructured data. These innovations are designed to lower customer churn and cut project costs and completion times significantly, enhancing overall efficiency for users.

  • General Information

    Business Registration Number: 93-2116445

    Location: Austin, TX, United States

    Length of Operation: 1-5

    Number of Employees: 1-10 Employees

    Annual Gross Income: Less than $100k

    Annual Gross Expense: Less than $100k

    Open to Loans: YES

  • Funding Usage

    We will be using funds to pay for an AWS subscription and particular features that will allow us to build additional platform features. These features will allow us to approach more customers and give us more of a competitive edge in the market. We will also be using funds to onboard additional data scientists to accelerate product development.

  • Business Plan

    We are on plan to acquire 4 - 5 customers and then seek funding from a venture capital group to significantly expand operations. We currently have one customer already and will be deploying our cloud based platform in one month. We have had informal conversations with 3 more customers already and plan to begin more formal discussions in the coming month. After acquiring a few customers we plan to approach some venture capital groups to allow for a more aggressive expansion. This includes increased marketing budgets, sales campaigns and additional data scientists. Depending on the valuation of the company and where the market is, we are looking at a strategic exit with a company that would greatly benefit from having our solution within their stack of products. We have an innovation that addresses a very sizable TAM, we have our first clients already without seeking funding and we are in a marketplace that is accelerating aggressively. The solution is revolutionary to the ETL market and has been gaining significant traction just based off the discussions we have had with customers and industry specialists. We have numerous use cases for this solution and are able to penetrate any vertical that has data. We are primarily looking at financial services and healthcare but will look to expand to other verticals as we continue to grow. We are maintaining a low operation cost however to be able to expand quickly that will need to change which is why we are seeking investment.

  • Self Identified Competition

    Our top 3 competitors include: 1) Numbers Station 2) Unstructured.io 3) Informatica We have implemented multiple features that give us a significant competitive edge within the market. Some of these features are autonomous data wrangling, platform can digest any data format and allow users to download the information in any format they want, autonomous data model generation based on the users needs, the ability to interrogate your data to understand it's story, be able to analyze structured and unstructured data, simultaneous upload multiple documents (or any piece of information), and automatically stream and structure information from emails, documents, databases, files and any other data source. All of this allows customers to significantly reduce customer churn, reduce costs of data intensive projects by 80% and time spent on these projects by an additional 60%.

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