Challenge: AI & Data Strategy

Build an AI-elevated system that understands your work.

Most AI initiatives stop at the tool. Oxalis starts with the data; building the enterprise foundation that connects your organizational knowledge, operational systems, and AI capabilities into something that actually drives better decisions. We meet you where you are and build toward where you need to go.

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Industries

Who Oxalis Serves

Trusted by government agencies, defense contractors, healthcare systems, and maritime operators

MARITIME & SHIPYARD
AEROSPACE & DEFENSE
GOVERNMENT & PUBLIC SECTOR
HEALTHCARE
NON-PROFIT & MISSION-DRIVEN
MANUFACTURING & INDUSTRIAL
RETAIL & B2C
The Challenge

Why AI initiatives stall before they deliver

Most organizations aren't failing at AI because they lack ambition, it's because the foundation isn't ready.

Estimation sprawl

Cost estimates scattered across spreadsheets, making audits nearly impossible and re-work inevitable across availability periods.

Disconnected work management

Work orders, labor tracking, and material costs live in separate systems with no unified view for program managers or contracting officers.

Compliance overhead

Audit trail reconstruction is manual and time-consuming, creating unnecessary exposure during DCAA reviews and contract deliverables.

Schedule slippage

Without integrated milestone tracking, availability delays cascade invisibly until they become critical path failures.

System fragmentation

Point solutions for finance, HR, and maintenance create integration gaps that slow decision-making and increase manual effort.

Scaling to new programs

Onboarding new availability programs without a repeatable operational framework means re-solving the same problems from scratch.

How Oxalis Delivers

AI Capability That Reaches Across Your Enterprise, Not Just One Workflow

Oxalis builds AI capability at every level of organizational maturity: from SaaS AI embedded in the platforms you already run, to advanced custom architectures for organizations that need precision, grounding, and adaptive refinement at scale.

1

ADVISORY

AI & Data Readiness Assessment

AI maturity assessment Use case prioritization Data inventory Architecture design Compliance mapping Roadmap
Delivered by Oxalis

Before deploying anything, we establish your AI maturity baseline and target state. The maturity model has three levels: Basic (commercial LLM adoption with governance and DLP), Intermediate (platform-native AI like Atlassian Rovo or IFS.ai with agentic workflows and change management), and Advanced (custom AI infrastructure built on a unified enterprise data platform). We map your current data environment, identify CUI and compliance constraints, prioritize use cases by business impact, and design a roadmap.

2

FOUNDATION

Data Infrastructure & Platform Integration

Unified data lake Pattern-aware ingestion Multi-dimensional indexing Context assembly RAG CMMC CUI AWS Azure Databricks Snowflake
Delivered by Oxalis

AI tools perform only as well as the data underneath them. Oxalis builds the enterprise data foundation: pattern-aware ingestion of structured and unstructured artifacts; multi-dimensional indexing across semantic meaning, structure, entities, and usage outcomes; and context assembly that dynamically retrieves the right prior work, examples, and constraints for each task.

3

PLATFORM PARTNER

Atlassian Rovo

AI-powered search Custom agents Jira & Confluence integration FedRAMP Government Cloud Workflow automation
Platinum Partner

For organizations running Atlassian, Rovo brings AI directly into the tools your teams already use (search, chat, and agents built into Jira, Confluence, and JSM). Oxalis deploys and configures agents built around your specific workflows, not out-of-the-box defaults. For regulated industries, Rovo respects existing permission structures, supports audit trails, and operates within Atlassian's FedRAMP-authorized Government Cloud environment.

4

PLATFORM PARTNER

IFS.ai

Predictive maintenance AI-driven scheduling Anomaly detection Operational analytics Role-specific dashboards
Platinum Partner

IFS Cloud includes embedded AI capabilities (predictive maintenance, scheduling optimization, anomaly detection, and operational analytics) that connect directly to your asset management, field service, and ERP data. As an IFS Platinum Partner, Oxalis configures IFS.ai for your specific operational environment, connecting field data, maintenance history, and KPIs into role-specific dashboards your teams will use.

5

ADVANCED CUSTOM

Advanced Custom AI Architecture

Precision AI pilot RAG-based context assembly LLM & agent configuration Governance & DLP Output traceability Adaptive refinement Enterprise rollout roadmap
Delivered by Oxalis

For organizations that need precision-driven AI to drive competitive differentiation, Oxalis designs and builds advanced custom AI capability: use case definition with measurable success criteria; secure data ingestion and RAG-based context assembly; LLM and agent workflow configuration with human-in-the-loop validation; governance frameworks including usage policies, role-based access, DLP alignment, and output traceability; and adaptive refinement that improves retrieval, ranking, and synthesis behavior over time.

How Oxalis Delivers

A trusted partner for clients with complex systems

In Practice

Results in the Field

Outcomes from Oxalis AI and data implementations across regulated industries.

Naval Shipyard, East Coast

Replaced spreadsheet estimation across three availability programs; unified work package pricing under one auditable system.

40%

Reduction in estimation cycle time

100%

Audit trail coverage for compliance reporting

Commercial MRO Operator

Consolidated IFS Cloud EAM with Atlassian project tracking to create a single operational system across three dry-dock facilities.

3

IFS & Atlassian integrations into one operational system

25%

Growth in resource utilization across programs

YardOS Users

Shipyards using the YardOS estimation and work-package platform report consistent improvements in speed and delivery confidence.

20–30%

Improvement in estimating speed through automation

Up to 25%

Improvement in on-time project delivery

Why Oxalis

We build AI capability that knows your enterprise, not just a single workflow

Oxalis's AI approach is deliberately different from point solutions. We don't sell a model or a tool, we build the enterprise architecture that connects your data, your platforms, and your AI capabilities into a system that understands how your organization works and improves over time. And for organizations that need advanced custom AI, we bring the data engineering, compliance architecture, and AI consulting expertise to build it right: grounded, governed, and built to scale.

Articles

Further Reading

OSRS shipyard performance

The Next Generation of OSRS: Advancing Shipyard Performance

How Oxalis is evolving the Ship Repair System for the future of naval MRO.

Read the Article
TriMet service management

TriMet's Human-Centered ITSM Transformation

How Oxalis partnered with TriMet over two years to modernize service delivery — a blueprint for regulated operators transforming ITSM.

Read the Article
US Naval MRO

US Naval MRO Services with Oxalis Marine

Tailored MRO technology solutions for the US Naval and commercial market — streamlined operations, NAVSEA-compliant workflows, and audit-ready systems.

Read the Article