What is a Digital Twin?
The Digital Twin’s is your asset’s most powerful predictive tool. It mirrors the real world in software, runs experiments faster than coffee brews, and gives teams a calmer, clearer way to make decisions.

A Short Story
Morning shift. You open the dashboard and your twin whispers: “Here’s what’s likely to happen today, and the easy wins.” At first it was just a calculator with a clipboard. Then it became an oracle with a live feed. Now it’s a co‑engineer that problem solves while you grab a coffee.
That journey, from basic to oracular to agentic, is the path we’re on at Endla. Below is how each step works in practice.
Basic Digital Twin
Start with the essentials: measurements and literature feed a scenario, the scenario drives a model, and the model produces results you interpret. It’s what‑if testing without any bells or whistles.
Oracular Digital Twin
Plug into live measurements and the twin becomes predictive. It keeps itself calibrated, maintains a rolling forecast, and flags bottlenecks before they bite. A feedback loop compares forecast vs. reality and updates the model continuously.
Agentic Digital Twin
The next step is agency. The twin doesn’t just warn; it tries options. It identifies upcoming bottlenecks, applies business logic, devises candidate solutions, and runs autonomous what‑if testing inside the model. You get ranked, top‑performing solutions, not a pile of plots.
Why this matters at Endla
Deep Insight is a platform for building agentic workflows: models, data, and business logic that run on their own and keep you in the loop only when it matters. As the system grows and evolves, you open it less. Analysis runs in the background, then nudges you with clear recommendations at the right moment. Most days you don’t even open the app. The agentic twin takes on the tedious and the laborious, so your team can focus on strategy and action.