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AI Agent Studio System Integration — Building Enterprise AI Agents on Fusion

Professional ServicesNewHigh
AI/ML Agent Development & System IntegrationAI/MLDigital TransformationData AnalyticsManagement Consulting
Hypothesis

Oracle has launched AI Agent Studio inside Fusion and embedded 1,000+ AI agents across its application suite, with hundreds in banking alone. Mike Cecilia explicitly referenced system integrators building agents ('your system integrator is going to build a bunch of AI agents'). Larry Ellison stated partners and customers will extend Oracle's prebuilt agents. This creates a new, fast-growing SI engagement category: designing, building, testing, and deploying custom AI agents that leverage Oracle's mission-critical data and AI Data Platform. This is a greenfield opportunity where no incumbent has an established practice.

Scoring
Validity85

Mike Cecilia directly stated 'your system integrator is going to build a bunch of AI agents' and referenced the AI Agent Studio in Fusion. Larry Ellison confirmed 'a lot of our partners are going to do that' regarding building agents. 1,000+ prebuilt agents exist. Brad Zelnick's question specifically probed Oracle's role as the AI interaction layer, confirming analyst/market interest.

Feasibility75

This is a nascent market with emerging demand. Oracle explicitly invites SI involvement. However, few firms have deep AI agent development capabilities on Oracle's AI Data Platform today. First movers who build this practice will capture outsized share. Some risk that Oracle's own consulting or niche AI firms could compete.

Impact80

AI agent development on enterprise data is strategic and transformational. Larry Ellison's vision of 'automating entire ecosystems' in healthcare, financial services, and retail represents multi-year platform engagement. The autonomous close example (AI agent closing books without humans) signals deep process transformation.

Timeline72

AI Agent Studio is live now, and 1,000+ agents are already deployed. However, enterprise custom agent development is still early — most customers are absorbing the prebuilt agents first. The timeline is 6-18 months for significant custom agent SI engagements to materialize at scale.

Budget Signal65

No specific budget figures cited for agent development. However, these agents are embedded in existing Fusion licenses ('at no additional cost'), meaning the SI engagement is the revenue source. Oracle's 243% AI infrastructure growth and $553B RPO confirm massive AI investment across the ecosystem. Budget will flow from customers' digital transformation programs.

Strategic Fit82

Strong fit for firms with Oracle practice + AI/ML capabilities. Accenture, Deloitte, and Infosys have the combined Oracle and AI skills. The engagement model (custom development on a platform) is well-understood by SIs. The 'AI Agent Studio' as a platform-based development tool is similar to existing low-code/no-code SI engagements.

Deal Size70

Individual agent development projects may be $1M-$5M, but ecosystem-wide agent programs (e.g., banking suite with hundreds of agents, healthcare automation) could reach $10M-$20M. Larry's vision of automating entire ecosystems suggests large program-level engagements over time.

Stakeholders
MC

Mike Cecilia

Champion

LE

Lawrence Ellison

Decision Maker

BZ

Brad Zelnick

Influencer

Why Act Now

Oracle has publicly invited SIs to build agents on its platform. AI Agent Studio is live in Fusion with quarterly upgrades. Larry Ellison explicitly said 'a lot of our partners are going to do that' — this is an open invitation to capture a greenfield market before competitors establish agent development practices on Oracle's stack. First-mover advantage is significant in platform-based SI work.

Evidence & Rationale

Mike Cecilia: 'If you are going to build a bunch of AI agents — or your system integrator is going to build a bunch of AI agents — the question I would have is where would you start? Well, you would start inside the system of record.' Larry Ellison: 'We do not think we can build all the application agents for a banking system or all the application agents for a health care system. A lot of our partners are going to do that. A lot of our customers are going to do that.' He described the AI Data Platform as 'a complete integrated development environment where you can build your own agents using any AI model that is in the Oracle Cloud.' The autonomous book close example demonstrates the depth of agent-driven process automation Oracle envisions.

Estimated Value

$5M - $20M

Grounding Sources

Data sources the agent used to generate this lead

Company Profile — ORCLprofile

Sector: Technology | Industry: Software-Infrastructure | Employees: 162000 | Price: $149.68 Oracle Corporation offers products and services that address enterprise information technology environments worldwide. Its Oracle cloud software as a service offering include various cloud software applications, including Oracle Fusion cloud enterprise resource planning ERP, Oracle Fusion cloud enterprise performance management EPM, Oracle Fusion cloud supply chain and manufacturing management SCM, Oracl...

Q3 2026 Earnings Call — ORCLtranscript

**Operator:** Hello, and thank you for standing by. My name is Regina, and I will be your conference operator today. At this time, I would like to welcome everyone to the Oracle Corporation Third Quarter Fiscal Year 2026 Earnings Conference Call. All lines have been placed on mute to prevent any background noise. After the speakers' remarks, there will be a question-and-answer session. If you would like to ask a question during this time, simply press star then the number 1 on your telephone key...

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