AI-powered data labeling

Hasty is an AI platform for data labeling that accelerates the development of computer vision models through optimized data creation.

CUSTOMER
CloudFactory | Hasty
SECTOR

AI data solution

FOCUS
Machine Learning
·
Computer Vision
CloudFactory | Hasty
Prozess

01

Research &
Interviews

We analysed market needs, customer problems and developed a business model.

02

Feature scope
& wireframes

Defining high-priority functions in collaboration with stakeholders and creating wireframes

03

MVP design
& development

Design of a user-friendly interface, and development of the backend.

04

Entwicklung & Markteinführung

Introduction of the MVPs with pilot customers whose feedback was used for product refinement and function validation.

ProCess

01

Recherche &
Business Model

Wir analysierten Marktbedürfnisse, Kundenprobleme und entwickelten ein Geschäftsmodell.

02

Feature Scope
& Wireframes

Definition von High-Priority Funktionen in Zusammenarbeit mit Stakeholdern und Erstellung von Wireframes

03

MVP Design
& Entwicklung

Design einer benutzerfreundlichen Oberfläche, und Entwicklung  des Backends.

04

Rollout
& Kundenfeedback

Einführung des MVPs mit Pilotkunden, deren Feedback zur Produktverfeinerung und Funktionsvalidierung genutzt wurde.

ProCESS

01

Initial research

User and stakeholder research through the use of personas, user journey maps, and interviews.

02

Business modeling

Definition of value creation, business model and planning.

03

Scope & prototyping

Defining the feature set for the MVP, specifying the functionality, and collecting feedback

04

Technical feasibility

Technical feasibility, cost assessment and implementation planning

PROCESS

01

User interviews

Conducting interviews with experts to identify pain points in manual workflows

02

Prototyping

Design of the first prototypes to validate the concept

03

Usability testing

Conducting interviews to collect feedback and identify issues

04

Implementation

Develop an MVP and publish it for the first user to collect feedback

Challenges

Hasty was launched during a company-wide hackathon at wattx. The team faced challenges with existing tools to prepare data sets that were time-consuming and inefficient. Hasty's goal was to make the execution and implementation of Vision AI projects technically possible, easier and more cost-effective.

✕ Time-consuming annotation

Manual data labeling is slow and inefficient.

✕ Inconsistent qualityHuman errors affect the accuracy of flagged data.

✕ Many use cases require internal experts with limited availability

This can create bottlenecks as experts often have to perform multiple tasks simultaneously, reducing the company's efficiency and responsiveness.

Hasty is an AI platform for data labeling that accelerates the development of computer vision models through optimized data creation.

Solution

✓ Automate data annotation & accelerate model training

Hasty allows teams to train models while automating data annotation. This iterative approach creates a more efficient workflow and results in faster development of robust solutions.

✓ Development workflow optimization

Hasty allows engineers to work on multiple tasks simultaneously through an iterative process. This enables the rapid integration of feedback and new insights.



✓ Improved data quality

Hasty offers both manual and AI-powered fault detection tools to automatically identify potential problems in training data. This helps to quickly build trust in the data quality during annotation.

✓ Overcoming the “Franken-Suite” problem with tools

Many ML engineers struggle with isolated tools that aren't integrated. Hasty provides a unified platform that includes all necessary tools for developing ML applications and reduces time spent maintaining infrastructure.

Finding the right starting point to address relevant problems in industry was a challenge that triebwerk.ai helped us with. It set the right direction for us to build a successful company and product.

Tristan Rouillard

Tristan Rouillard

Co-Founder and CEO of Hasty