OCI AI services and Fusion AI
AI inside the Oracle estate, with your data staying where it is.
OCI Generative AI, Generative AI Agents, AI Vector Search in Autonomous Database, Fusion AI Agents, OCI Language, Speech and Vision, and Oracle Digital Assistant, applied to real finance, supply chain and HR work with human review built in.
Enterprise data
- Fusion ERP / SCM / HCM
- Documents in Object Storage
- Autonomous Data Warehouse
Retrieve
- AI Vector Search
- Select AI
- Identity-aware filters
Reason
OCI Generative AI / Agents
Or Claude / OpenAI behind the same interface
Act
- Digital Assistant
- OIC action
- Review queue
- Evaluation & logs
Overview
Oracle AI, done properly.
Most enterprises running Oracle already have the two things that make AI useful and hard: a lot of structured data and strict rules about where it may go. OCI's AI services and the AI capabilities arriving in Fusion let you apply models to that data inside the same tenancy and the same security boundary. AMTEX designs and builds those solutions, and we are honest about where a well-written rule beats a model.
We also build with Claude and OpenAI where a client prefers them. The provider sits behind an interface; the retrieval, guardrails, review queues and evaluation are the same either way.
Technologies
- OCI Generative AI
- OCI Generative AI Agents
- AI Vector Search (Oracle DB 23ai)
- Select AI
- Oracle Digital Assistant
- OCI Language, Speech & Vision
- Fusion AI Agents & embedded AI
- LLM APIs
- Retrieval-Augmented Generation
What we deliver
Capabilities
Everything AMTEX builds, configures and runs across Oracle AI.
OCI Generative AI
Hosted models with dedicated clusters, fine-tuning where it earns its cost, and no training on your data.
Generative AI Agents
RAG agents over Object Storage documents and Autonomous Database, grounded with citations and permission-aware.
AI Vector Search in Autonomous DB
Vector embeddings beside relational data so search, joins and security policies work together in one SQL.
Select AI
Natural-language questions over your schema, constrained to approved tables and views.
Fusion AI Agents & embedded AI
Adopting and configuring the AI features in ERP, SCM and HCM: narrative reporting, predictive planning, agent-driven tasks, with change management.
OCI Language, Speech & Vision
Classification, entity extraction, sentiment, transcription and image analysis as building blocks in workflows.
Oracle Digital Assistant
Conversational access to Fusion and enterprise data for employees and customers, in Teams, Slack or web.
Retrieval & evaluation
Chunking, hybrid retrieval, evaluation sets and monitoring, so quality is measured, not assumed.
Human-in-the-loop
Review queues and approval steps wherever the output changes money, people or compliance.
Governance
Data residency, access control, audit logging and model risk documentation your security team can sign.
The hard parts
Where these projects become difficult
The places programmes slip, and what we do about each one.
- 01
Data cannot leave
The problem
Security policy forbids sending finance or HR data to a public model endpoint.
How AMTEX approaches it
OCI Generative AI and AI Vector Search inside the tenancy, private endpoints, and a documented data flow for the risk review.
- 02
Demo works, production does not
The problem
A chatbot that impressed in a demo answers wrongly on real questions.
How AMTEX approaches it
An evaluation set built from real questions before the prototype, hybrid retrieval, citations and a threshold below which the assistant defers to a person.
- 03
Permissions ignored
The problem
The assistant answers from documents the asker is not allowed to read.
How AMTEX approaches it
Retrieval filtered by the caller's identity and the source system's security, tested with negative cases.
How we work
From first conversation to steady state
01
Identify
Processes where AI removes measurable work with acceptable risk.
02
Prototype
Two to four weeks on real data with an evaluation set.
03
Productionise
Guardrails, review queues, monitoring, integration through OIC.
04
Improve
Feedback loops, model updates, expanded scope.
FAQ
Common questions
Related solutions
Oracle Cloud Infrastructure
OCI architecture for the workloads that live around Fusion: Autonomous Database, Functions, API Gateway, Object Storage, networking, identity and observability, designed for security and high availability.
Oracle Reporting & Analytics
OTBI, BI Publisher, HCM Extracts, Oracle Analytics Cloud and Autonomous Data Warehouse, designed as part of the implementation rather than bolted on after.
Document Understanding
OCI Document Understanding, custom extraction models and Fusion Intelligent Document Recognition, wired through OIC into Payables, Receivables, HCM and Procurement with confidence thresholds and a review queue.
AI & Automation
Enterprise search, document intelligence, AI assistants and workflow automation built on your data and your systems, with governance and human review designed in.
Want AI over your Oracle data without it leaving the tenancy?
We will scope a bounded pilot with an evaluation set and a review step.