Accelerating Agentic AI Adoption for a Fortune 100 Data & Analytics Organization

Company

A Fortune 100 provider of financial market intelligence, including credit ratings, benchmarks, analytics, and data for global capital, commodity, and automotive markets.

Location

New York

Industry

Financial Services / Data & Analytics

Services

About

A global leader in financial, market, and industry intelligence sought to accelerate innovation through artificial intelligence.

A Fortune 100 global data and analytics organization sought to accelerate innovation through artificial intelligence while maintaining strict governance, security, and compliance requirements.

The company manages large volumes of institutional knowledge across product teams, operational processes, and complex internal projects. Leadership wanted to explore how agentic AI could improve employee productivity, streamline knowledge access, and reduce operational friction—while establishing an architecture that could scale across business units.

To validate the opportunity, the organization partnered with Atmosera to design and implement a proof-of-value agentic AI initiative built on Microsoft AI technologies.

Challenge

Distributed knowledge and fragmented documentation slowed internal workflows and decision-making.

Like many large enterprises, the organization faced challenges related to distributed knowledge and fragmented internal documentation.

Critical information was spread across multiple systems, documents, and repositories. Employees often spend significant time locating accurate information or verifying processes before completing routine tasks.

Key challenges included:

Institutional knowledge is distributed across multiple platforms and repositories
Employees spend excessive time searching for product, project, and process information
Manual knowledge discovery is slowing down decision-making and operational workflows
The need for an AI strategy that delivers immediate value while maintaining enterprise governance standards

Leadership wanted to demonstrate tangible AI value quickly while establishing a secure, repeatable framework that could support future AI initiatives.

Solution

Atmosera delivered an agentic AI pilot designed to simplify knowledge access and accelerate internal workflows.

Atmosera partnered with the organization to design and deliver an agentic AI pilot program focused on improving access to internal knowledge and operational information.

The engagement introduced AI-powered assistants capable of helping employees quickly locate product information, navigate internal processes, and gain project context through a conversational interface.

To support long-term scalability, Atmosera also helped establish a repeatable AI architecture and governance model, enabling the organization to expand AI capabilities across additional teams and use cases.

Outcome

The agentic AI pilot delivered immediate productivity gains while establishing a foundation for enterprise-scale AI adoption.

Employees can now access critical internal knowledge significantly faster, reducing operational friction and enabling teams to focus on higher-value work.

Key outcomes included:

Faster process discovery
Tasks that previously required searching multiple repositories or contacting managers can now be completed in seconds.

Dramatically reduced research time
Product knowledge requests that once required hours of manual discovery can now be answered in minutes through conversational AI.

Improved project visibility
Teams can quickly access project context, decisions, and documentation, reducing onboarding time and repetitive clarification cycles.

A scalable foundation for AI innovation
The engagement established a secure, governed framework that enables the organization to expand agentic AI capabilities across additional teams and workflows.

Why Atmosera

Atmosera combines deep Microsoft cloud expertise with real-world AI implementation experience to help organizations move from experimentation to measurable results.

By aligning advanced AI capabilities with enterprise governance, security, and operational requirements, Atmosera helps organizations adopt AI in ways that deliver immediate value while building a scalable foundation for future innovation. Learn more about our AI Services.