All businesses are overwhelmed with a flood of raw materials - sensor streams, transaction logs, earnings calls, stock prices, ERP data, customer behavior, and IoT telemetry. DataKnobs converts these into usable information.
While many companies settle for dashboards, DataKnobs goes above and beyond. Instead of just presenting basic metrics, DataKnobs innovatively generates insights. higher-level business concepts that humans can act on immediately.
Charts and data stored in warehouses do not equate to intelligence; true intelligence lies in the ability to take action.
The primary change facilitated by DataKnobs is the shift towards higher value activities.
The DataKnobs architectural pattern is universal in its application and can be seen in action through two specific transformations that showcase the effectiveness of viewing ingredients as products.
The company no longer relies on voltage and current data consumption. DataKnobs now automatically processes raw telemetry, analyzes patterns with AI models, identifies degradation signatures, tracks anomalies, and generates a monthly health score without requiring engineers to interpret millions of signals manually.
DataKnobs simplifies the investment process by providing an AI-powered financial product, eliminating the need for investors to manually analyze thousands of variables. Just like how consumers don't eat raw ingredients but enjoy a chocolate bar instead.
DataKnobs is built around a simple but powerful principle: Businesses are interested in actionable insights, not just raw data. The architecture reflects this in four progressive layers.
This results in enterprise intelligence products that increase in value as they are used by different teams and for various decisions.
The upcoming enterprise platforms will do more than just store data. They will manufacture intelligenceSimilar to factories transforming raw materials into consumer goods, AI-native platforms transform raw enterprise signals into usable decision products.
utilize their data in innovative and strategic ways. transform raw data into usable intelligence. That transformation layer is where DataKnobs creates value.