If you are exploring transaction enrichment providers and want to know what the evaluation process looks like at @ntropy_dev, this one is for you 👇 From Part One, we explained why an evaluation process is important. In Part Two, we explored some key considerations to think about in any evaluation process. In this final part, we provide an in-depth look at what the evaluation process looks like at Ntropy. We guide our prospective customers through the process, acting as a partner and can turn around results in as little as 48 hours. From kick-off call to data transfer and enrichment, its important to set expectations and criteria from the outset. Learn how our QA team provide a ground truth and what analytics you can expect in your evaluation report as part of your review call. ntropy.com/blog/evaluations-…

Part Two of our blog series on evaluations is out If you are going through an evaluation process or about to embark on one, this one is for you 👇 🧑‍🍳 Learn about key considerations to think about including data prep & time and resource constraints which dictate how extensive the process is 🤲 Make sure the third-party you are evaluating acts like a partner, helping you along the process ⚠️ If they don't, they probably aren't confident with their performance. ntropy.com/blog/evaluations-…

Check out WHY in Part One of our series on evaluating AI and LM-based products 👇 #ai #evaluations #languagemodels #chatgpt #openai #gemini #claude #opus #pierre #Antoine ntropy.com/blog/evaluations-…

Are you currently thinking about buying products that are built on top of AI? If you are, you need to evaluate them properly. ChatGPT even says so. With the explosion of AI and the launch of many products built on top of language models, the need for a robust evaluation process when selecting a vendor has never been more important.

📈 We are super excited to power Gradient as they launch their product into the market, taking personal financial management one step further, enabling consumers to take action and borrow capital to benefit in the long-run. Check out the full post 👇 ntropy.com/blog/customer-sho…

⭐ “We are delighted to partner with Ntropy to enrich our customer’s bank data with a high degree of accuracy (90%+) which is a key input to our credit decisioning and cash flow underwriting engine. Basudeb Chatterjee, Co-founder of Gradient

🔎 Learn how Gradient has built consumer lending into its PFM by using clean, enriched and categorized data to make instant underwriting decisions to help accelerate debt reduction or growth in investments

📣 Customer Showcase: @Gradient, a consumer lender built on top of a personal financial management (PFM) solution.

📣 Cash flow underwriting insights Solution Spotlight One emerging use case for the clean, enriched and categorized bank data that Ntropy provides is as a foundation for companies building insights tools for business and consumer lenders, or the lenders themselves. 📊 Cash flow underwriting is the assessment of creditworthiness using bank transactions. It is becoming increasingly popular because of the granular level of information it provides and its real-time availability. It can be used either exclusively or in combination with other data sources such as credit bureau data and a businesses financial statements. 🧽 However, before lenders can underwrite a businesses or consumers using their bank transactions, the data needs to be cleaned and enriched to provide more context for underwriting. 🧠 Lenders utilizing cash flow based underwriting pass Ntropy raw bank transactions and we return clean data that they can use as an input into their credit risk and underwriting models. 🔎 With Ntropy, lenders can easily gain deeper insights into a consumers expenses and with our Income Check product, they can quickly and easily identify all income streams a consumer has to help evaluate their risk. 📓 For business lenders, we can quickly identify specific transactions that lenders care about such as a businesses revenues, COGS, other loans and late payments. By utilizing cash flow underwriting and insights lenders are able to; 🔎 Lend more with the same risk ⭐ Make quicker underwriting decisions 📈 Identify risky transactions and behaviours ntropy.com/blog/usecase-spot…

We do this faster and cheaper than what you can do with GPT4 etc al. You can test us for free from our website.

📣 Customer Showcase: @FinaloopTeam, an accounting and software solution for ecommerce companies. 🔎Finaloop connects to all the business apps an ecommerce company uses and reconciles and categorises the accounting and financial data using our Merchant Enrichment and Categorization products to automate bookkeeping. Our core enrichment capability enables Finaloop to identify transactions such as COGS, merchant fees, financing costs, refunds and chargebacks. ⭐Once data has been cleaned and categorized, Finaloop can map our categories to accounting conventions to build fully reconciled financial statements in real-time. 🤖 By providing companies with accurate, real-time data and a comprehensive financial overview of their businesses, ecommerce business owners are able to make better decisions to grow their business. ⁠Ecommerce is a fast moving segment and traditional accounting and bookkeeping solutions are not designed for this new industry. But using Ntropy to enrich financial data, Finaloop is able to build a new solution specific for ecommerce owners and we are excited to partner with them. "Our experience with Ntropy has been great. We were able to quickly integrate in a matter of days which greatly helped accelerate our speed to market. ⁠ ⁠The enriched data Ntropy provides means our customers save hours each month not having to manually categorize their bank transactions so they can close their books quicker and focus on their business." Alon Cohen, Product Lead at Finaloop ntropy.com/blog/customer-sho…

Without this data, Tank’s customers would not always be able to recognise the payment made on their cards which could cause an increase in customer support queries and potentially lead to customer churn.

🤖 Once Ntropy has accurately identified the merchant, we provide a clean and consistent merchant name and enrich the transaction with a clear merchant logo and website.

⭐ For freight carriers, Tank utilizes our Merchant Enrichment product to easily identify vendors and merchants from transactions on their issued cards to provide increased transparency across their fleet of payments and expenses.

So @TankPayments has created a banking experience designed for the freight industry by working with both invoice factoring and truckers in one platform on top of enriched transaction data from @ntropy_dev to automate instant funding for truckers.

⛟ Truckers often give up 10% of their income to acess money they have earned quickly with shippers typically having 30 - 90 day payment terms and invoice financing companies charging 2%-5% in fees.