The Challenge
Why Traditional Platforms Fall Short in the Agentic AI Era
Camunda, Appian, Pega
- Focus on process orchestration
- See workflow state, not organizational context
- AI agents see data but not meaning
- Process-centric, not role-centric
LangChain, n8n, CrewAI
- Flexible for developers
- No built-in organizational context
- Limited enterprise governance
- No business user interfaces
Context-First Orchestration
- Captures organizational context
- Guardrails encoded in DSL
- Full traceability and auditability
- Role-centric orchestration
- Business and technical users aligned
Every organization has an implicit ontology: the things that exist, how they relate, why they matter, and how decisions happen. This context lives scattered across systems, tribal knowledge, and people's heads. Ontoz captures it.
Core Platform
The Ontoz Architecture
Ontologica
The Language of Context
Our domain-specific language for expressing organizational context. Define entities, relationships, rules, and roles in business terms. What you write is what exists - no translation layer.
OntoLogic
The Execution Engine
Deterministic execution with full traceability. Business rules as pure functions you can unit test. Every decision creates a complete audit trail.
Business Modeller
The Business Interface
Visual, business-friendly interface for defining context. Business teams express domain logic without writing code directly.
OntoGraph
The Living Context
Your accumulated organizational context: decision traces connected across entities, time, and relationships. Precedent becomes searchable.
Workspace
Where Work Happens
Role-centric interface that adapts to user context. Queue management, case handling, task execution with full contextual awareness.
Mission Control
Answer Engine for Insights
Real-time visibility into organizational operations. Natural language querying, pattern detection, and anomaly identification.
We are not giving AI a rule book. We are giving it organizational memory. A new employee does not need rules for every situation. They need to understand what exists, who does what, and how similar situations were handled before. That is what Ontoz provides.
Built for Lending
Intelligent Infrastructure for Lending
Core Constructs
Milestone
Major phases
Onboarding, Credit Sanction, Disbursement
Activity
Logical groupings
KYC, Legal Verification
Task
Work executed by human or code
Verify PAN, Check CIBIL Score
Action
Marker for execution
Every action is recorded as an event
Supported Loan Products
Mortgage / Home Loans
- Mortgage and Home Loans
- Loan Against Property (LAP)
- End-to-end origination and servicing
100+ Pre-Built API Integrations
KYC, credit bureaus, government schemes, and core banking systems
Stakeholder Value
Value for Every Stakeholder
For CTOs
Ship in weeks, not months. Ontologica eliminates translation errors between business requirements and code. Your teams speak the same language.
For CIOs
Safe AI adoption with governance intact. Every action by humans and AI agents is traceable and auditable. Test AI agents with complete accountability.
For CDOs / Compliance
AI decisions you can explain and defend. Audit responses in minutes, not days. Full traceability through event-driven architecture.
For Developers
Define once. Reason everywhere. Type-safe with compile-time guarantees. Business rules as pure functions you can unit test.
Technical Foundation
Enterprise-Ready Architecture
Development
DSL, Process Modeller, Integration Hub, Modular design
Security
Encryption, Role and Task Based Access Control, MFA, Database validations
Compliance
Audit trails, Traceability, Event database
Operations
Queue/SLA management, Smart allocation, Notifications
Analytics
Business KPIs, API monitoring, Risk detection
Performance
Low-latency cache, Async processing, Optimized architecture
Collaboration
Workspace, Quick Support, User dashboards, Clarifications
Interoperability
API First Design, Integration Hub with 100+ Pre-Built Integrations
Tech Stack
Deployment Options
Track Record
Proven at Scale
Our Approach
Co-Creation, Not Just Software
Co-Creation Philosophy
We work alongside your teams to build solutions that fit your specific business constructs and processes. We adapt to your language, not the other way around.
Build Fast, Add Intelligence
Launch in weeks, not months. The same event-driven architecture that speeds development creates the foundation for AI automation. Build fast today. Add intelligence tomorrow.
You Own Your Code
No vendor lock-in. You own your Ontologica code and control your innovation roadmap. Extend the platform as your needs evolve.
Open Standards Vision
Enabling the Lending Ecosystem
We lead with knowledge sharing. We intend to open-source Ontologica and make a version of our Ontoz platform available for in-house IT teams of banks and NBFCs with pre-configured solutions they can plug in and build upon. Our goal is to enable the lending ecosystem, not just sell to it.