Impactalytics is er voor de investeerders met een groen hart. Maar hoe weet u als belegger of u echt de impact realiseert welke door de bedrijven wordt geclaimd? Impactalytics biedt inzicht door de SDG’s te koppelen aan publieke claims van bedrijven. 

Challenge 
Publieke claims zoals die te vinden zijn in jaarverslagen of nieuwsartikelen zijn geschreven in natuurlijke vorm. Hoe kunnen we deze datapunten op een schaalbare mappen naar een meetbare SDG voor duizenden publieke datapunten?

Solution

Duurzamer investeren door analyse jaarverslagen

Hemisphere is een partnerschap aangegaan met Impactalytics om een AI model te ontwikkelen die duizenden jaarverslagen en nieuwsartikelen kan analyseren om daaruit alle SDG claims van een bedrijf te indexeren. Hemisphere heeft ervoor gekozen om een taalmodel te gebruiken welke is getraind om naast woorden ook hele zinnen te begrijpen. Uiteindelijk was de oplossing in staat om de juiste impact claims te labelen voor de 17 SDG’s en 169 bijbehorende doelen in 85% van de gevallen. De oplossing werkt op elk willekeurig jaarverslag in elke willekeurige taal.
Data

Data

10.000+ annual reports
Technology

Technology

HuggingFace Transformers
Scope

Scope

Design, Prototype and Test
Planning

Planning

Realized in 2 months

Level 4

AI optimization & implementation

AI is never a standalone solution. It requires a lot of fine-tuning and creating the right conditions to successfully land a Machine Learning model in an organization. Hemisphere knows what it takes to take these models to the next level. 

There are dozens of reasons why a model does not make it to implementation. Quality of (input) data, availability & costs of sufficient computing power and management are all well-known examples.

Hemisphere works with you to see what is needed to get more out of your AI solution. You can contact us from cleaning data and setting up HPC instances to offering customized Machine Learning SLAs.

Level 3

New AI model design

A costly hick-up in your process and do you have the feeling that only an AI solution can answer this? 

Hemisphere closely follows global AI development. This gives us a good idea of what is possible today. We have mastered various AI techniques on a broad level.

As a result, in most cases up to 80% of the final solution can be achieved in a design sprint of 2 weeks.

Level 2

Data engineering

The shift to cloud services offers organizations the opportunity to simplify their data processing. Companies that currently rely on batch processing can now implement continuous processing methods without disrupting their current processes. Rather than expensive rip-and-replace, the implementation can be incremental and evolutionary. 

By following the Extract-Transform-Load (ETL) methodology, data is processed and passed on in a qualitative and safe manner. This reduces the chance of errors in the data and provides the management team with the right data to base their decisions on.

Level 1

Data research

Data contains rich and often real-time information for a wealth of applications. By analyzing the large influx of customer contacts (anonymously), you are able to gain almost real-time insight into customer needs. Based on these insights, it is also possible to hyper personalize the offer. 

Hemisphere helps you make analyzes to understand the different trends and opportunities at the micro level. By responding to this, you exceed customer expectations and gain trust.