Available on Oracle Cloud Marketplace · OCI Native

AI Intelligent Middleware
for Oracle Federal Financials

Configure. Test. Execute. Monitor.
The autonomous AI layer that operates Oracle EBS R12 — so your consultants deliver in days, not months, and your end users never touch a form.

Configure
Test
Execute
📊Monitor
✗ Legacy RPA Bots ✗ Level 1/2 Helpdesk ✗ Manual UAT ✗ $350/hr Oracle consultants for basic tasks
1M+
Oracle Q&A Training Pairs
13
Oracle EBS Modules Operated
100K+
RAG Documents Indexed
30–50%
Faster Implementation
API
Oracle SOA Gateway Native
0
Screen Scraping

Oracle Federal Financials implementation experience across

DEPT. OFHOMELANDSECURITY Dept. of Homeland Security
U.S. COASTGUARDUSCG U.S. Coast Guard
TSATRANSPORTATIONSECURITY ADMIN. Transportation Security Admin.
CBPCUSTOMS & BORDERPROTECTION Customs & Border Protection
ICEIMMIGRATION &CUSTOMS ENF. ICE
FEMAEMERGENCYMANAGEMENT FEMA
U.S. SECRETSERVICEUSSS U.S. Secret Service
CWMDCOUNTERINGWMD OFFICE Countering WMD Office

One Agent. Every Oracle Task.

Upload a document or type a request. ro1.ai understands the intent, applies federal compliance rules, connects to Oracle EBS via API, and executes — no screen scraping, no RPA bots, no forms.

01
📄
Upload or Request
Upload a contract PDF, budget doc, invoice, or just type what you need. Functional consultant or end user — same interface.
PDF / DOCX Natural Language Any User Role
02
🧠
AI Understands + Plans
Agent extracts data, applies USSGL rules, FAR/DFARS compliance, ADA controls, and maps to the correct Oracle module and transaction type.
USSGL Rules FAR/DFARS ADA Controls
03
🔗
Oracle API Execution
Agent calls Oracle EBS via SOA Gateway REST/SOAP APIs — creates the award, invoice, journal entry, or configuration. No screen scraping.
SOA Gateway REST / SOAP Zero RPA
04
Confirm + Audit Trail
Every action logged with timestamp, user, Oracle transaction ID. Full audit trail for OMB A-123, SOX, and ADA compliance review.
OMB A-123 TX ID Logged SOX Ready
👤
User / Consultant
"Create a CLM award for this contract PDF"
🌐 ro1.ai AI Intelligent Middleware
🧠
Document Intelligence
RAG + LLM
Federal Rules Engine
USSGL / FAR / ADA
Task Planner
Agentic Execution
Oracle EBS API Layer  ·  SOA Gateway  ·  REST  ·  SOAP  ·  PL/SQL
🏛
Oracle EBS R12
CLM  ·  GL  ·  AP  ·  AR  ·  FA  ·  SLA  ·  IPAC  ·  Federal Financials

Four Jobs. One Agent.

ro1.ai replaces four separate toolsets — RPA bots, implementation accelerators, training programs, and helpdesk — with a single intelligent middleware layer.

01
Configure
For implementation consultants
Upload BRD → AI configures Oracle setups automatically
Chart of Accounts, Sets of Books, SLA journal line rules
CLM clause config, fund control rules, budget org setups
USSGL account mapping, BETC/TAS structure, Treasury symbols
Supplier setup, approval workflows (AME), concurrent programs
Agency-specific setups (DHS, DoD, Treasury) applied automatically
Kills Manual Config Setup Docs Config Consultants
02
Test
For QA teams and testers
Auto-generate test scripts from Oracle module configurations
Execute UAT test cases against Oracle EBS — log pass/fail
Regression testing after patches and upgrades
Generate test data — vendors, employees, contracts, budgets
Defect logging with Oracle transaction IDs and screenshots
Produce UAT sign-off documentation for government PMO
Kills RPA Test Bots Manual UAT HP ALM
03
Execute
For end users & daily operations
"Create a CLM award for this contract" → upload PDF → done
"Process this IPAC bill from Treasury" → GL transaction created
"Create AP invoice for this vendor" → 3-way match executed
"Run month-end close checklist" → agent executes all steps
"Allocate budget to cost centers" → Oracle updated
"Exercise option year on DHS-2024-001" → CLM mod created
Kills Legacy RPA Bots L1/L2 Helpdesk User Training
📊
04
Monitor
For program managers & CFOs
Anti-Deficiency Act (ADA) violation alerts before they happen
IPAC reconciliation breaks — caught and flagged automatically
FACTS I/II and GTAS submission validation before Treasury deadline
SF-133 vs. USSGL GL variance detection
Period close status — all 13 modules tracked in one dashboard
Obligation vs. budget burn rate alerts for program managers
Kills Manual Reconciliation Compliance Reports Discoverer

Why RPA is the Wrong Tool for Oracle

Legacy RPA tools work by scraping Oracle's UI — they break every time Oracle patches, require developer re-builds, and have zero understanding of what they're doing.

Capability ro1.ai Middleware Legacy RPA Bots
Integration methodOracle SOA Gateway API — stable, versionedScreen scraping — breaks on every UI patch
Federal compliance awarenessUSSGL, FAR, ADA, IPAC built inNone — executes blindly
Document understandingUpload PDF → AI extracts → Oracle executesCannot read documents intelligently
Exception handlingAI understands context, resolves exceptionsStops and alerts human — no intelligence
Time to deployDays via SaaS or OCI6–18 months per bot build
Maintenance on Oracle upgradesAPI-based — unaffected by UI changesEvery upgrade breaks bots — rebuild required
Natural language interfaceAsk in plain English or upload a docNo — requires developer-built scripts
Cost modelSaaS subscription — live in weeks$500K–$2M+ implementation + annual licenses
💡
"So why does anyone still use RPA for Oracle?"
Because ro1.ai didn't exist yet. Now it does.
Replace Your Oracle RPA →

Every Oracle Module. Operated by AI.

EBS Federal Financials, EPM Cloud, Fusion, and Service Contracts — one middleware layer covers the entire Oracle federal stack.

🏛
EBS Federal Suite
Oracle EBS R12 Federal Financials
CLM — Contract Lifecycle Mgmt
Federal Financials (Core)
GL · AP · AR · FA · SLA
iProcurement · Projects · IPAC
Grants Management
Budget Formulation & Execution
📈
EPM Cloud Suite
Oracle Cloud Performance Management
ARCS — Account Reconciliation
FCCS — Financial Consolidation
EPBCS — Enterprise Planning
EDMCS — Data Management
Narrative Reporting (EPRCS)
FDMEE / Data Integration
📄
Service & Contracts Suite
Oracle Service & Contract modules
WACS — Warranty & Asset Contracts
CCS — Contract & Commitment Svc
OKS — Oracle Service Contracts
Sourcing & Procurement
iSupplier Portal
Order Management

Full Budget Lifecycle — Operated by AI

From OMB submission to year-end close — ro1.ai operates every step of the federal budget lifecycle inside Oracle.

📄
Phase 1

Budget Formulation

AI-operated OMB A-11 submission process — from agency internal development through the President's Budget request.

  • OMB A-11 Exhibit preparation (53, 54, 300)
  • TAS/BETC structure setup & validation
  • Appropriation & apportionment workflows
  • Fund hierarchy configuration in Oracle EBS
  • Budget object class (BOC) mapping
  • MAX Federal Community data entry
📈
Phase 2

Budget Execution

Real-time guidance and execution for the enacted budget — commitment through close-out, fully operated by AI.

  • Commitment & obligation lifecycle in Oracle EBS
  • Anti-Deficiency Act violation prevention
  • SF-133 Report on Budget Execution generation
  • GTAS bulk file preparation & submission
  • USSGL crosswalks for budget execution accounts
  • Year-end expiring/expired fund management

Priced for How You Deploy

Whether you're an Oracle System Integrator, a federal agency going live, or an enterprise SI looking to white-label — there's a tier for you.

$499/mo
Module License
Single Oracle module (CLM, GL, AP, etc.) — Q&A, guidance, and document-assisted execution for one functional area.
Get Started
🏢
Enterprise SI / White-Label — $50K–150K/yr
For Oracle System Integrators and federal prime contractors — embed ro1.ai in your delivery toolkit. White-label, co-brand, and offer to all federal Oracle clients. One license. Unlimited engagements.
Talk to Sales →

The Only AI That Speaks Oracle Federal

Oracle's built-in AI doesn't know USSGL. General-purpose enterprise AI platforms require years of custom development. Screen-scraping RPA bots break every Oracle patch. We built the thing the market couldn't.

Capabilityro1.aiOracle Built-in AILegacy RPAGen-Purpose AI
Operates Oracle EBS R12✓ API-native✗ Fusion onlyScreen scrapeCustom build
Federal compliance (USSGL/CLM/ADA)✓ Built in✗ None✗ None✗ None
Document → Oracle execution✓ Upload PDF → doneCustom dev required
Configure + Test + Execute + Monitor✓ All fourMonitor onlyExecute onlyCustom scope
Time to deployDaysMonths6–18 months1–3 years
Transparent pricing✓ Published✗ Contact sales✗ Enterprise only✗ Not published

Your Consultants. 10x Faster.

Oracle Federal Financials engagements are time-intensive and expensive. ro1.ai cuts implementation time 30–50% and ships as white-label for Oracle System Integrators and prime contractors.

🛠Implementer LicensePer Project

$2,500–5,000/mo. AI configures Oracle setups, generates test scripts, executes UAT, and documents everything. A $350/hr consultant saving 10 hours/week covers this in under 1 day.

🏢Enterprise SI LicenseWhite-Label

$50K–150K/yr firm-wide. Embed ro1.ai in your delivery methodology. Co-brand it. Sell it to your federal Oracle clients as your proprietary AI accelerator.

🏛Agency Handoff LicensePost Go-Live

$5,000–15,000/mo. After go-live, hand your client ro1.ai for ongoing operations. They stop calling your helpdesk. You upsell the next engagement.

Oracle AI World — October 25–28, 2026 · Las Vegas
Every Oracle federal implementer and agency IT leader in one room. Schedule a meeting with us before the conference.
Schedule a Meeting →

Built for Federal Standards

Every Oracle action logged. Every AI decision auditable. Clear path to FedRAMP authorization.

NOW
TLS 1.3 · API Key Auth · Zero Query Retention · RBAC · Full Audit Trail
Every Oracle transaction executed by ro1.ai is logged with user, timestamp, Oracle transaction ID, and AI decision rationale. OMB A-123 compliant.
Q2 2026
SOC 2 Type I
Independent third-party audit of security controls, availability, and confidentiality.
Q4 2026
SOC 2 Type II · ISO 27001
Continuous controls monitoring + full information security management certification.
2027
FedRAMP Ready → FedRAMP Moderate
Full federal authorization pathway. Deploy at the agency level without individual ATOs.
Oracle PartnerNetwork
Member · Level 0 · OPN ID 4-094916260357
Listed on the Oracle Cloud Marketplace. OCI-native deployment available.
Active

Built From Field Experience.
Hardened Against 2 Million Attacks.

Every response ro1.ai generates is backed by a domain-specific LLM trained on 119,719 Q&A pairs authored by our Oracle Federal Financials consultants — drawn from 20+ years of hands-on implementation experience, fully anonymized and PII-scrubbed — then stress-tested through 2,000,000 adversarial attacks before reaching production.

📄
Consultant-Authored
Q&A Pairs
119,719 pairs
🛡
10-Round
PII Scrub
4.04% → <1% leak
🧠
QLoRA
Fine-Tune
Llama 3.1 8B · H200
🔴
2M Adversarial
Stress Test
10 attack vectors
Runtime
Safety Layer
NeMo · every response
Production
ro1.ai
99.5% accuracy
🧠
Base Model
Llama 3.1 8B
Meta · QLoRA 4-bit NF4
📊
Training Pairs
119,719
Oracle Federal Financials Q&A
Eval Accuracy
99.5%
93,661 held-out pairs
🛡
Adversarial Tests
2,000,000
Attack questions generated
🔍
PII Entities
101,802
Across 21 categories
GPU
H200
NVIDIA 141GB · ~7h/round
⚠ Without Scrubbing
96%
of injected PII memorized at 1× frequency
100%
memorized at 100× frequency
Canary token test: 200 synthetic Q&A pairs injected. Any PII in training data will appear in model output.
✅ After 10-Round Scrub
<1%
PII leak rate in production
10Scrub rounds — escalating aggression each pass
52%False positive rate reduced to <5%
NeMoRuntime filter on every single response
This is why the scrub pipeline exists. The canary test proved it is non-negotiable.
01
10-Round Iterative PII Scrub
Microsoft Presidio · Metaflow · MLflow
Phase 1

Presidio NER scrubs training data → QLoRA model retrained (3 epochs, ~7h) → 93,661 eval pairs measured → leak rate checked. Escalates aggression each round. Context-aware: preserves federal terminology (TAS, BETC, USSGL) while eliminating real PII.

4.04%
Leak rate Round 1
<1%
Leak rate Round 10
52%
False positive start
<5%
False positive end
passes clean data to
02
2M Adversarial Stress Test
Garak (NVIDIA) · GAN Feedback Loop
Phase 2

101,802 real PII entities × 10 attack vectors × 20 GAN iterations = 2,036,040 adversarial questions. Vectors include: direct extraction, indirect inference, completion attacks, role-play jailbreaks, model inversion, membership inference. Successful extractions auto-generate harder variants.

Direct Extraction
Indirect Inference
Completion Attack
Role-Play Jailbreak
Model Inversion
Membership Inference
Prefix Injection
Context Manipulation
Chain-of-Thought Leak
GAN Feedback Loop
passes hardened model to
03
Production Runtime Safety
NeMo Guardrails · MLflow · Evidently AI
Phase 3

NVIDIA NeMo Guardrails intercepts every inference before the response reaches the user — a real-time constitutional AI filter regardless of prompt injection attempts. MLflow maintains full audit trail. Evidently AI detects data drift in production.

🔒
NeMo Guardrails
Filters every response
before delivery
📊
MLflow
Full audit trail
every experiment
🔎
Evidently AI
Drift detection
post-deployment
Microsoft Presidio
Phase 1
ML-based PII detection via spaCy NER. Primary scrubbing engine across all 10 rounds.
PII Detection · NER
MLflow
Phase 1 + 3
Experiment tracking across all training rounds. Every metric logged, reproducible.
Experiment Tracking
Metaflow
Phase 1
Pipeline orchestration. Manages scrub → train → eval → check across 10 rounds.
Orchestration · Netflix
Garak (NVIDIA)
Phase 2
LLM red-teaming with 60+ adversarial probes. Drives the 2M attack test phase.
Red-Team · NVIDIA
Evidently AI
Phase 3
Data quality + drift detection. Flags regressions in production distribution.
Drift Detection
NeMo Guardrails
Phase 3
Runtime inference safety. Intercepts every response — blocks PII extraction attempts.
Runtime Filter · NVIDIA
qlora_config.yaml
base_modelMeta-Llama-3.1-8B-Instruct
quantization4-bit NF4 · BitsAndBytes
lora_r64
lora_alpha128
lora_dropout0.05
target_modulesq_proj · k_proj · v_proj · o_proj
epochs3
per_device_batch8
grad_accumulation4 → effective batch 32
learning_rate2e-4 · cosine
optimizerPaged AdamW 8-bit
max_seq_length768
gpuNVIDIA H200 141GB
time_per_round~7 hours
training_pairs119,719

The Architecture.
From Question to Oracle Action.

Without ro1.ai
30-60 min per answer
📚 Search 10,000 pages of docs
📞 Call Oracle support
💰 $200-350/hr consultant
😨 Afraid to break Oracle config
With ro1.ai
3 seconds per answer
💬 Just ask naturally
🔒 Your data stays safe
💵 $499/mo unlimited
Validated + rollback available
YOU ASK A QUESTION
SMART ROUTER
Intent classification + context
KNOWLEDGE
Policy + procedures
14 AI Models
LIVE DATA
Real-time Oracle EBS
Oracle EBS APIs
CONFIGURE
Plan + execute changes
Planner + Executor
🛡 SAFETY SHIELD
4 defense layers · 0 leaks
YOUR ANSWER — Expert. Safe. Fast.
Mode 1
KNOWLEDGE — Ask the Expert
> "What approval thresholds for CLM?"
Mode 2
LIVE DATA — Query Your System
> "Show me AP invoices over $100K last month"
InvoiceAmountStatus
INV-8890$340,000On Hold
INV-8923$218,500On Hold
INV-8941$104,200Pending
Mode 3
CONFIGURE — Do the Work
> "Set up clause library for our agency"
Step 1: CLM module verified
Step 2: Standard category created
Step 3: Agency category created
Step 6: Clause text uploaded
Step 9: FAR/DFARS linked
Step 12: Clause library ACTIVE
COMPLETE: 4 min 23 sec ✅
0%
Accuracy
0
Modules
0 Leaks
in 2M Tests
0s
Response Time
0
Training Pairs
0+
Oracle APIs
$0+
Saved Per Question
0x
Faster Config
0K
PII Scrubbed
0
Defense Layers
0%
Audit Trail
$0
API Charges

35 Demos. Real Oracle. No Slides.

Watch ro1.ai answer real questions from functional consultants, technical developers, and federal agency staff — all against live Oracle EBS R12.

Available on Oracle Cloud Marketplace · OCI Native

Stop Configuring Oracle.
Start Telling It What to Do.

Whether you're a federal agency, an Oracle SI, or a program office trying to close faster — ro1.ai is the AI middleware that makes Oracle work for you.