Cloud ERP Consulting & AI Agent Platform

Two paths to
intelligent ERP operations

HeyCloud4ERP is a team of senior Cloud ERP and AI experts offering two complementary AI approaches: Oracle's native AI Agent Studio for a pre-packaged path, and the AI4ERP Enterprise Agent Framework for a bespoke agentic architecture.

Discover our approaches → Find my fit →

Trusted by leading organisations

Our 2 AI Approaches

Oracle AI Agent Studio
or AI4ERP Enterprise Agent Framework?

Two complementary approaches. We help you choose the right one — or combine both — based on your Oracle maturity, timeline and ambition.

Oracle Native

Oracle AI Agent Studio

Oracle's pre-packaged AI agents embedded natively in Oracle ERP Cloud. A progressive, low-risk path, staying entirely within the Oracle ecosystem.

  • ✓Pre-built agents for Finance, PPM, Procurement and Supply Chain — ready to activate
  • ✓Native Oracle data model, security and role framework — no external connectors needed
  • ✓Progressive rollout: activate one agent at a time, validate, then expand
  • ✓Covered by Oracle support and roadmap — reduced operational risk
Oracle ERP Cloud AI Agent Studio PPM · Finance · SCM
HeyCloud4ERP

AI4ERP Enterprise Agent Framework

Our enterprise-grade agentic platform, independent of Oracle's native AI stack. Built for organisations requiring custom agent logic, multi-ERP integration or advanced AI architecture.

  • ✓6-step agentic loop: Input → Memory/RAG → LLM → Guardrails → Action → Learn
  • ✓Connect Oracle to billing, CRM, SAP or any platform via OIC, REST, SOAP or ETL
  • ✓Full control: custom business rules, guardrails, RBAC and human-in-the-loop
  • ✓Choice of LLM: Claude, GPT, Gemini — model-agnostic architecture
Multi-ERP Custom agents LLM-agnostic OCI · Cloudflare
Why HeyCloud4ERP

Senior experts at the intersection
of ERP and AI

Deep Oracle Fusion expertise across Finance, PPM, Projects, Supply Chain and Procurement — on both Oracle-native and custom AI architectures.

25+

Years Oracle experience

Finance, PPM, Projects, Procurement and Supply Chain across Oracle Fusion Cloud and legacy platforms.

🔀

Both AI paths mastered

Oracle AI Agent Studio for a native approach — AI4ERP Enterprise Agent Framework for bespoke architecture. We help you choose and implement.

🌍

International programmes

Delivered complex ERP rollouts across Europe, Middle East and Asia-Pacific for global organisations.

🏆

Reference clients

Orange Business, BNP Paribas, TechnipFMC, Faurecia, RATP, L'Oréal — banking, energy, industry and services.

Services

Consulting & technology
for your Cloud ERP

From implementation to continuous AI-driven optimisation — covering the full lifecycle of your Cloud ERP.

⬡ Oracle Native
🤖

Oracle AI Agent Studio

Progressive rollout of Oracle's pre-packaged AI agents across Finance, PPM, Procurement and Supply Chain — native, governed, Oracle-supported.

◈ AI4ERP Platform
🧠

AI4ERP Custom Agents

Bespoke autonomous AI agents via our 6-step agentic loop — for complex, cross-functional or multi-ERP use cases.

☁ ERP Cloud
☁️

Cloud ERP Implementation

Deployment and migration to Oracle Fusion, SAP S/4HANA or Microsoft D365. Proven methodology, controlled go-live.

☁ ERP Cloud
📋

PPM — Project Portfolio Management

End-to-end PPM programme leadership: scoping, benchmarking, RFP, governance and Oracle PPM Cloud deployment.

☁ ERP Cloud
⚡

Optimisation & Run

AI supervision of ESS/batch jobs, performance audit, post-go-live support levels 2 and 3, hypercare management.

☁ ERP Cloud
📊

Data, Reporting & Governance

BI architecture, BIP/OTBI dashboards, Oracle Fusion security, SOD controls, compliance audits.

◈ AI4ERP Platform
🎙️

Voice & Natural Language ERP

Interact with your ERP in natural language — spoken or typed. Ask questions, trigger workflows and get real-time answers from Oracle Fusion without touching the UI. Powered by AI4ERP's multimodal layer.

HeyCloud4ERP — Live agents
Oracle AI Agent Studio — Finance Close Agent● Oracle Native
AI4ERP — ESS Supervision Agent● Running
AI4ERP — GL Anomaly Agent● Analysing
Oracle AI Agent Studio — PPM Portfolio Agent● Oracle Native
AI4ERP — Monthly Reporting BIP/OTBI● Done
AI4ERP INSIGHT · AUDIT TRAIL

3 ESS jobs failed at 04:12. Root cause: OIC timeout. Guardrail validated. Restart scheduled — human approval required before write.

AI4ERP Enterprise Agent Framework

Bespoke AI agents
when Oracle Studio isn't enough

For complex, cross-functional or multi-ERP scenarios — full control over agent logic, LLM choice, guardrails and audit trail.

  • 6-step agentic loop: Input → Memory/RAG → LLM → Guardrails → Action → Learn
  • Native Oracle Fusion connectivity via OIC, ESS, BIP, OTBI, REST/SOAP
  • Human-in-the-loop on all sensitive or irreversible actions
  • Full observability: LangSmith / Braintrust / OpenTelemetry
  • Immutable audit log — SOC2 / GDPR / AI Act compliant
  • Enterprise deployment: OCI + Terraform, Cloudflare edge, Next.js on Vercel
View AI4ERP architecture →
AI4ERP · Voice & Natural Language — Interactive Demo

Talk to your ERP.
No keyboard needed.

Click a prompt below or press the mic — see how an AI4ERP agent understands, queries Oracle Fusion and responds in natural language.

What's the status of PO-48291? How many ESS jobs failed last night? Show me open supplier invoices over 30 days What is the budget variance on project INFRA-2026? Summarise this week's PPM portfolio risks
← Click a prompt or press the mic to start
AI4ERP AGENT · ORACLE FUSION
Simulated demo — in production, AI4ERP connects live to your Oracle Fusion instance via OIC + REST APIs
25+
Years Oracle experience
2
AI approaches mastered
9
AI4ERP component groups
3x
Average productivity gain
Use Case Advisor

Which AI approach
fits your situation?

Explore real-world use cases, then answer 4 questions to get a tailored recommendation.

◈ AI4ERP Enterprise Agent Framework
Energy & Utilities
Large Energy group
Oracle HCM Cloud + legacy HR tools, ambitious AI roadmap, progressive platform migration
The client is curious about agentic AI and wants to progressively build a enterprise-grade HCM platform covering end-to-end HR processes: onboarding, workforce scheduling, performance cycles and payroll exceptions — going beyond what Oracle AI Agent Studio covers natively.
Recommendation
AI4ERP Enterprise Agent Framework — bespoke HCM agent loop connecting Oracle HCM to payroll, scheduling and performance tools. Progressive rollout: one HR process at a time, with full audit trail and human-in-the-loop on sensitive decisions.
⬡ Oracle AI Agent Studio
Telecom & Media
International Telecom group
Oracle ERP Cloud, high-volume Procurement operations, thousands of purchase requests monthly
The client processes thousands of purchase requests monthly across multiple business units. Manual approval routing, missing information and supplier mismatches create bottlenecks. They want AI to automate request validation, PO creation and approval routing — entirely within Oracle Procurement Cloud.
Recommendation
AI4ERP Enterprise Agent Framework — multi-system orchestration via OIC + REST APIs, custom RAG on billing schemas, LLM-driven reconciliation loop with human-in-the-loop on disputes.
⬡◈ Both approaches
Global Manufacturing
Industrial Manufacturing group
Oracle ERP Cloud, SAP legacy plant systems, custom MES
Standard Finance and HCM processes are suited for Oracle native agents. But supply chain orchestration across Oracle, SAP and a custom MES requires bespoke multi-agent logic beyond Oracle Studio's scope.
Recommendation
Oracle AI Agent Studio for Finance & HCM + AI4ERP custom agents for cross-system supply chain orchestration. Phased rollout — Oracle-native first, AI4ERP in phase 2.
⬡ Oracle AI Agent Studio
Retail & Distribution
Large Retail & Distribution group
Oracle ERP Cloud, high-volume AP & Procurement, fast-moving operations
The client manages thousands of purchase orders and supplier invoices daily. They want AI agents to automate PO matching, invoice validation and payment scheduling — with fast time-to-value and no custom AI infrastructure to build or maintain.
Recommendation
Oracle AI Agent Studio — Payables Agent + Procurement Agent activated in 4 weeks. Pre-built templates for PO matching and invoice processing, straight-through processing rates up to 80%, zero custom development.
◈ AI4ERP Enterprise Agent Framework
Professional Services / Consulting
Mid-size Consulting & Advisory firm
Oracle ERP Cloud + Jira Service Management, Finance & IT operations teams
The firm manages bank reconciliation manually across multiple client accounts and handles hundreds of Jira support tickets weekly. Both processes are high-volume, repetitive and rule-based — ideal for AI automation, but requiring Oracle ERP + Jira connections beyond Oracle AI Agent Studio's native scope.
Recommendation
AI4ERP Enterprise Agent Framework — two connected agents: (1) Bank Reconciliation Agent linking Oracle GL to bank feeds via API, auto-matching transactions and flagging exceptions for human review; (2) Jira Support Agent triaging tickets, enriching with ERP context, routing to the right team and auto-closing resolved items.
🎯 Find your approach in 4 questions
Answer honestly — we'll recommend the best fit for your context.
Question 1 / 4
What is your current ERP landscape?
☁️
Oracle ERP Cloud only
Single Oracle Fusion Cloud instance, all processes in Oracle
🔀
Oracle + other platforms
Oracle ERP + billing, CRM, SAP, legacy systems or custom apps
🏭
Non-Oracle ERP (SAP, D365…)
Primary ERP is not Oracle Fusion Cloud
Question 2 / 4
How would you describe your AI maturity and appetite?
🐢
Cautious / early stage
We want to start safely, with Oracle-backed AI governance
🚀
Ready to go further
Comfortable with custom AI architecture and want full control
🔬
Advanced / innovation-driven
We want to build enterprise AI capabilities with competitive differentiation
Question 3 / 4
What is the scope of your AI use case?
📋
Within Oracle only
Finance close, PPM, Procurement, HCM — all data lives in Oracle
🔗
Cross-system / end-to-end
Agents must connect Oracle to billing, CRM, legacy or external platforms
🤔
Mix — Oracle-only + cross-system
Some simple Oracle processes and some complex multi-platform workflows
Question 4 / 4
What matters most to you in this AI project?
🛡️
Speed, safety & Oracle support
Fast activation, Oracle-backed, no complex infra to manage
⚙️
Customisation & control
Custom agent logic, choice of LLM, full audit trail and guardrails
🏗️
Both — start safe, scale custom
Oracle Studio for quick wins, AI4ERP for advanced use cases
Question 5 / 5
How would your teams prefer to interact with AI agents?
💬
Chat / text interface
Users type their requests in a chat window inside or alongside the ERP
🎙️
Voice — natural spoken language
Users speak to the agent hands-free — ideal for field teams, finance close calls or procurement reviews
🔀
Both — chat and voice
Different teams have different preferences — we need flexibility
⚙️
API / automated — no human interface
Agents run fully automated, triggered by events, schedules or other systems
Oracle AI Agent Studio

Oracle's native AI agent platform
for Fusion Cloud Applications

Pre-built, extensible AI agents embedded natively in Oracle ERP, HCM, SCM and CX. No additional licensing. Progressive activation. Oracle-backed governance.

ORACLE AI AGENT STUDIO — FUSION CLOUD
ORACLE
AI Agent Studio — My Agents
💰
Payables Agent
ERP · Finance · AP
● Active
📊
Ledger Agent
ERP · Finance · GL
● Active
📋
PPM Portfolio Agent
PPM · Projects · Governance
● Ready
🏭
Procurement Agent
SCM · Procurement · PO
● Ready
👥
HR Talent Agent
HCM · Talent · Recruiting
● Ready
5 AGENTS · ORACLE FUSION CLOUD · NO EXTRA COST
🆓
Included in your Oracle subscription
No additional licensing cost for ERP, HCM, SCM or CX subscribers. Part of Oracle Fusion Cloud Applications.
🔌
Native Oracle data model & security
Agents access Oracle business objects directly. Role-based access inherits from your existing Oracle security setup.
📦
50+ pre-built & extensible agents
Templates across Finance, PPM, Procurement, HCM and CX. Customise prompts, add tools, create new agents — no advanced AI skills required.
🛡️
Oracle-backed trust & governance
Covered by Oracle's roadmap, support and compliance certifications. Human-in-the-loop controls built in.
🎯
HeyCloud4ERP implements progressively
We activate one agent at a time, validate business outcomes, train your teams and expand. Minimal risk, maximum adoption.

Watch Oracle AI Agent Studio in action

Official Oracle demo videos — see the platform and agents working live inside Oracle Fusion Cloud Applications.

Oracle Official Demo · 2025
Oracle AI Agent Studio — Fusion Cloud Demo
How easy it is to get started with AI agents in Oracle Fusion Cloud. Covers agent creation, configuration and activation across ERP and SCM processes.
Watch on YouTube →
Oracle Official · March 2026
What's New & Next for Oracle AI in Fusion Applications
Oracle AI World 2025 — new agents for Finance, HR, Supply Chain and CX, plus expanded ecosystem, workflow agents and new trust & oversight tools.
Watch on YouTube →
Oracle official resources: 🔗 Oracle AI Agents page 📰 AI Agent Studio announcement ▶️ Fusion Insider demo article 🛠️ New tools for automation (Oct 2025)
AI4ERP Architecture

The agentic loop
at the heart of the platform

Every enterprise AI agent platform follows the same loop. AI4ERP implements it end-to-end, each component precisely positioned in the flow.

AI4ERP · AGENT LOOP · REPEATS EVERY TURN
01 · INPUTTrigger / Userprompt · webhook · cron 02 · LOADMemory + RAGcontext · Oracle corpus 03 · REASONLLMclaude · gpt · gemini 04 · FILTERTools + Guardrailsrails · HITL · RBAC 05 · ACTAction / ExecutionAPI Fusion · OIC · write 06 · LEARNAudit + Evaltrace · score · memory THE LOOP AI4ERP
01 · INPUT
Trigger / User
A prompt, webhook, scheduled ESS job or inbound email. Something triggers a loop turn.
02 · LOAD
Memory + RAG
Load relevant context before reasoning. Memory = user/project state. RAG = Oracle docs, specs, procedures, Jira tickets.
03 · REASON
LLM
The model decides: answer directly, call a tool, or plan a multi-step sequence.
04 · FILTER
Tools + Rails + Guardrails
Rails = business policy. Guardrails = PII/injection filtering. HITL = human approval before sensitive actions.
05 · ACT
Action / Execution
Fusion/OIC API call, write, ESS restart, BIP report generated, or streamed response.
06 · LEARN
Audit + Eval + Feedback
Trace the full turn, evaluate quality, log for SOC2/GDPR/AI Act, reinject learnings into memory.
MENTAL SHORTCUT · AI4ERP

Every enterprise AI agent platform follows the same loop

Keep this in mind to frame the AI4ERP architecture quickly:

(memory + RAG) → LLM → (tools + rails + guardrails) → action → (audit + eval + feedback) → memory

If a component is missing, there is an architecture risk. AI4ERP covers all 9 groups without overlap.

9 Component Groups

AI4ERP production-grade
architecture — no blind spots

Every AI4ERP component fits into one of these 9 groups. Full agentic loop coverage for enterprise Oracle environments.

GROUP 01 · STAGE 03
Reasoning Core
The reasoning layer. Generates, vectorises and routes to the right model.
LLM claude · gpt · gemini
The generator. Takes context and returns a response or tool call.
Embeddings vectors
Transforms text into vectors. Feeds RAG and semantic search.
Model routing cf ai gateway
Selects the right model per task. Manages fallback, cache, cost and rate limits.
GROUP 02 · STAGE 02
Knowledge & State
What the model knows before generating. Corpus + memory + storage.
RAG vectorize
Controlled corpus: Oracle docs, specs, schemas, procedures, Jira tickets.
Memory short + long term
Short-term = current session. Long-term = user/project context persisted across sessions.
Storage d1 · r2 · kv
Durable state: structured database, file storage, fast config.
GROUP 03 · STAGE 04→05
Capability
What the model can do beyond talking: tools, sandbox, multimodal.
Tool use / function calling mcp · native
MCP is one transport mode; native function calling is another. Both coexist.
Sandbox / execution env iox
Code interpreter, automation. Agent works without touching production directly.
Multimodal layer stt · tts · vision
Voice in/out, vision. ElevenLabs speech module for AI4ERP voice interactions.
GROUP 04 · STAGE 04
Control
The security + policy layer. What the agent is and isn't allowed to do.
Rails / rules policy
Business policy: who can do what, when, with which BU/ledger constraints.
Guardrails i/o filter
Input/output filtering: PII, prompt injection, jailbreak, non-compliant content.
Identity + RBAC authjs
Who the user is, which BUs/data they can see. Critical in B2B/ERP contexts.
Human-in-the-loop hitl
Agent pauses and requests human approval before any sensitive or irreversible action.
GROUP 05 · WHOLE LOOP
Orchestration
The harness around the loop: durability, async, errors, streaming.
Agent loop / planner harness
Wrapper around the LLM, decides next step, triggers tools, maintains scratchpad.
Durable execution cf workflows
Long-running tasks: ESS jobs, OIC, reconciliations, batch follow-ups, error recovery.
Queues / async cf queues
Webhook ingestion, batch processing, retry, decoupling of long-running processes.
GROUP 06 · STAGE 06
Operations
Knowing if it works: eval, trace, audit, cost.
Evals offline + online
Regression tests + LLM-as-judge scoring on live traffic.
Observability langsmith · braintrust
Every prompt, tool call, cost. End-to-end replayable traces.
Audit log soc2 · gdpr · ai act
Immutable journal. For audit, GDPR, AI Act, SOX-like controls.
Cost / metering tokens
Token tracking per user/tenant, caps, throttling. Key cost control lever.
GROUP 07 · STAGE 01+05
Surface
What the user sees and how they correct or validate.
UI / chat / action surface next.js · react · shadcn
AI4ERP portal, chat, action screens, confirmations, citations, streaming, admin.
Feedback loop thumbs · corrections
User feedback, structured corrections, data reinjected into evals and memory.
GROUP 08 · FEEDS STAGE 02
Data Ingestion
The pipeline that feeds RAG. Without it, the model is blind.
Document pipeline parse · chunk · embed
Parse PDF/HTML/transcripts, chunk, embed, index, version and refresh Oracle content.
GROUP 09 · CROSS-CUTTING
Hosting, Edge & Deployment
Where the interface runs, how it's deployed, secured and exposed.
Vercel next.js hosting
Next.js UI hosting, GitHub preview deployments, lightweight API routes.
Cloudflare dns · cdn · workers · waf
Edge: DNS, CDN, WAF, Workers, AI Gateway, DDoS protection, secure endpoints.
OCI + Terraform enterprise infra · iac
Enterprise Oracle backend: IAM, OKE, API Gateway, Vault, Functions. Reproducible DEV/UAT/PROD.
ERP Expertise

Mastery of key modules

Full functional and technical coverage across Oracle Fusion, with both Oracle AI Agent Studio and AI4ERP custom agents available per module.

💰

Finance & Accounting

GL, AP, AR, FA, Cash

📋

PPM

Projects, Portfolio, Governance

🏭

Supply Chain

Procurement, Inventory, MFG

👥

Human Resources

HCM, Payroll, Talent

🔧

Integrations & APIs

OIC, REST, SOAP, ETL

📦

Order Management

OMS, Contracts, Billing

🔐

Security & Compliance

Roles, SOD, Audit Trail

Our Approach

Precise scoping,
frictionless execution

01

Diagnostic

Current state analysis and AI path selection: Oracle Studio, AI4ERP, or both.

02

Architecture

Agent design, component selection and phased deployment plan.

03

Deployment

Agile implementation, testing, guardrails, training and change management.

04

AI Supervision

Continuous AI agent monitoring, optimisation and ongoing support with full audit trail.

Contact

Tell us about your project

Fill in the form below and one of our experts will get back to you within 24 hours — no commitment, no sales pitch.

🔒Secure & confidential · Response within 24h
Let's talk about your project

Ready to put AI
at the heart of your ERP?

Our experts are available for a first no-commitment conversation. Oracle AI Agent Studio, AI4ERP Enterprise Agent Framework, or both — we'll get back to you within 24 hours.

📋 Fill in the contact form Find my fit →