appana TechnologiesUAE · AI innovation

USE CASES

Great ideas.
Real possibilities.

Explore what AI could do for your business. Open a use case to see how it works, the value it could bring and how we can build it with you.

FIND YOUR OPPORTUNITY

What could AI do for your business?

Real businesses. Published returns.

0 matching use cases have a linked ROI study. Highest-to-lowest ordering uses the reported annual ROI of a relevant reference deployment. Cases without comparable evidence follow alphabetically; missing evidence does not mean low value.

How to read the ROI figures

Reported annual ROI uses Nucleus Research’s method: average annual net benefit across three years divided by initial investment. Assessments can include indirect benefits and projected years. Figures cover the named deployment, including software, integration and process changes; they do not isolate AI’s contribution or predict your return.

Read the calculation method ↗

Science & Research

47 results · Page 1 of 4

Asking a question properly, and handling the evidence that answers it.

No comparable published ROI evidence is linked for these results yet. Use the benefits and pilot measures to evaluate their fit.

Science & Research

ROI evidence not yet linked

Analysis prototyping

Get to a first cut of the answer fast, then check it.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Animal behaviour

Observe and interpret without projecting.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Applied science

Where a scientific result becomes a design.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Astronomy

Observation, scale and what the sky shows.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Bioinformatics

Handle sequence data at the scale it arrives in.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Biology

Mechanisms, taxonomy and the literature behind them.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Chemical reasoning

Predict what a reaction will do before running it.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Chemistry

Reactions, properties and what a procedure requires.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Circuit analysis

Read a circuit and predict what it will do.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Classical mechanics

Forces, motion and the model that predicts them.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Company research

Assemble what is known about an organisation, with sources.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Science & Research

ROI evidence not yet linked

Complex analysis

The mathematics behind signals and fields.

THE BUSINESS VALUE

Organise evidence and possible approaches so researchers can spend more time testing the questions that matter.

Explore value & benefits

Business categories and use cases from 100models.ai, an appana project. Checked daily. Catalogue last changed: 2026-10-03. Business guidance by appana; scope and expected value are agreed with you.