Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Siepe Raises $30 Million to Transform Data Management in Private Credit and CLO MarketsAugust 23, 2024
Harmonyze Secures Over $2M in Pre-Seed Funding Led by Bowery Capital to Improve Network-wide Franchise Operations with AI AgentsAugust 23, 2024
Customer Adoption of Bitsight Cloud Monitoring Grows 170% Amidst Increased Demand for Visibility Across Digital InfrastructureAugust 23, 2024
Cloudera Achieves PCI DSS 4.0 Compliance to Unlock Business Value from AI for Financial Institutions August 23, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Enterprise Networking Market worth $175.2 billion by 2029 – Exclusive Report by MarketsandMarkets™September 4, 2024
Kipi.bi Announces Strategic Rebrand to Kipi.ai: Reinforces Commitment to Data Science and Data Solutions on Snowflake AI Data CloudSeptember 4, 2024
Analytics Collaborative Robots Market Share, Growth Rate And Opportunities Report 2023-2032 – By The Business Research CompanyCienteSalesTechJuly 20, 2023 The Business Research Company’s global market reports are now updated with the latest market sizing information for the year 2023…
