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Ontology Design

Your Operations Know More Than They're Telling You.

Precision Ontology design, hands-on Palantir Foundry delivery, training that lasts.

Core thesis

The ontology is your business model.

When your digital model accurately reflects your shop floor, your supply chain, and your customers, AI stops being a science project and starts generating compounding returns.

Palantir FoundryAIPApollo
Built from the inside out

Ex-Palantir practitioners who shipped ontology from within Palantir's own delivery engine. Every methodology validated internally before reaching clients.

100%practitioner-led
Outcomes, not invoices

Performance measured against your operations, not hours billed, slides produced, or change orders filed. Operational change is the only currency.

4 wksto first production ontology
From pilot to platform

Specialists in the post-POC transition most consultancies skip. We stay through the hardest phase, when architecture decisions determine long-term scale.

300M+objects under production load
Industries

Where precision ontology meets critical operations

Six industries where getting the data model wrong isn't an inconvenience, it's a liability. Aavya brings sector-specific ontology expertise to the environments where accuracy and governance matter most.

Defense and intelligence

Mission-critical data under demanding security and governance requirements, where precision access control is non-negotiable.

Federated ontology with dynamic access
Manufacturing and supply chain

Real-time visibility from raw input to finished output, connecting shop floor operations to enterprise decision-making.

Real-time asset and process ontology
Financial services

Risk, compliance, and fraud detection at institutional grade, with full audit trails across every transaction and entity.

Transaction ontology with audit trail
Healthcare and life sciences

Patient data integration, clinical operations, and regulatory reporting with privacy controls embedded at every layer.

Clinical ontology with privacy controls
Energy and utilities

Predictive asset management and grid optimization at field scale, turning sensor data into operational intelligence.

Asset and event ontology at scale
Government and public sector

Inter-agency data sharing and program management across organizational boundaries with multi-level governance.

Shared ontology with multi-org governance
Services

The Right Architecture Changes Everything. The Wrong One Costs Years.

Four services. Each one built to move your Palantir investment from potential to production.

Ontology strategy and design

The semantic and operational model of your entire business. It determines the ceiling on every capability built in Foundry.

  • Business entity mapping and semantic layer design
  • Object, link, and action type architecture with governance
  • Ontology health assessment with remediation roadmap
  • Integration architecture for upstream and downstream systems
  • Scalability review for future expansion
Foundation
Palantir Foundry implementation

Full-cycle delivery from architecture through production launch. No shortcuts, no handoff gaps.

  • Pipeline and data integration architecture
  • Workshop application development
  • Production launch support and hypercare
  • Team handoff and documentation
Delivery
AIP and agentic AI deployment

Agent design and deployment on a well-structured ontology. When your data is AI-ready, we build the agent that runs on it.

  • AIP Logic workflow design
  • Agent architecture and prompt engineering
  • Evaluation framework and governance
  • Auditability and compliance documentation
Intelligence
Platform support and optimization

We stay in the work after the build is complete. Ongoing monitoring, optimization, and use case expansion.

  • Ontology health monitoring and optimization
  • Performance tuning at scale
  • Use case expansion roadmap
  • Training for new team members
Sustained
Consulting

Enterprise consulting is broken. We are the repair.

Would we build this the same way if we were running the business ourselves and living with the consequences?

6
industries
2 days
response
6 phase
process
Our principles
1

We deploy what we preach. Aavya's own operations run on Palantir Foundry and Ontology.

2

Interconnected use cases compound. Two sharing ontological context generate insights neither can produce alone.

3

The right problem is rarely the stated one. A manufacturer focused on automating 3 people; we found 17% product scrap at far greater cost.

ENGAGEMENT TYPES
2 weeks
Palantir readiness assessment

Pre-investment evaluation or early-stage deployment review. Understand where you stand before committing further.

DELIVERABLES
Use case matrixData architecture reviewReadiness reportDeployment roadmapROI model
Ontology rescue and redesign

Your ontology has become a constraint rather than an asset. We diagnose, redesign, and migrate without disrupting production.

DELIVERABLES
Health auditDebt inventoryRedesign specMigration roadmapKnowledge transfer
6-week sprints
Use case velocity program

Sprint-based delivery for organizations ready to accelerate production-grade Foundry use cases. One use case per sprint, fully documented.

PER SPRINT
Production use caseFull documentationKnowledge transferNext sprint spec
12–24 weeks · Flagship
Enterprise AI transformation program

Full enterprise transformation from fragmented data to AI-ready ontology. The end-to-end engagement for organizations committed to platform-level change.

DELIVERABLES
Full ontology architectureProduction use casesAIP integrationTeam certificationOperating model docsExecutive KPI dashboard
How We Work

Six Steps. Zero Ambiguity.

A structured engagement that moves from discovery to sustained value without gaps, delays, or black-box handoffs.

1Discover

Structured stakeholder interviews and data landscape assessment to map what exists, what's missing, and what matters most.

Stakeholder interviewsData audit
2Diagnose

Business entity mapping, use case prioritization, and ontology design that connects your data model to real operations.

Entity mappingUse case ranking
3Build

Iterative development in sprint cadence with stakeholder alignment at every checkpoint. No black-box handoffs.

Sprint deliveryStakeholder reviews
4Validate

User acceptance testing, performance validation under production load, and hands-on go-live support.

UATPerformance testingGo-live
5Transfer

Knowledge transfer, complete documentation, and governance framework delivery so your team owns it fully.

DocumentationGovernance handoff
6Sustain

Ongoing monitoring, optimization, and a use case expansion roadmap that keeps compounding value over time.

MonitoringOptimizationExpansion