
Financial Data and Key Metrics Changes - Revenue in Q4 reached 4.77 billion, with adjusted diluted EPS at 595 million, a 12% increase, contributing 48% of total quarterly revenue [28] - Digital operations revenue grew 6% to 648 million in cash and cash equivalents, up from 361 million was returned to shareholders in 2024 through share repurchases and dividends [39] Q&A Session Summary Question: Guidance on Data Tech AI and digital operations - Management indicated that approximately 75% of the business is annuitized, providing good visibility, while the remaining 25% is less predictable [48] Question: Increase in contract sizes related to Gen AI solutions - Management noted that implementing Gen AI solutions has led to follow-on conversations and contracts, enhancing the total addressable market [52] Question: Hiring pace associated with new solutions - Management stated that while there won't be massive shifts quarter over quarter, there is a need for more data technology skills and retraining of current staff [58] Question: Balance between horizontal and domain-specific solutions - Management confirmed a combination of both horizontal and vertical domain-specific solutions is being pursued [61] Question: Content moderation and AI's role - Management clarified that content moderation represents less than 10% of revenue and does not foresee significant threats from policy changes [66] Question: Talent acquisition for technical skills - Management emphasized the need for technical talent in data technology and AI, highlighting the importance of domain expertise [90] Question: M&A strategy - Management stated that M&A opportunities are evaluated through a disciplined approach to enhance capabilities when organic growth is insufficient [94] Question: Generative AI funding sources - Management observed that spending on generative AI solutions has largely been a shift of dollars rather than new incremental spending [100]