The KNEX Solution
Architecture designed to absorb change
Digital transformation usually fails because it tries to replace the core systems, creating bigger problems instead of real-world solutions. KNEX succeeds by orchestrating in parallel with legacy systems and established processes. Our semantic orchestration layer decouples your business logic from your legacy vendor’s roadmap, allowing you to modernize domain-by-domain with zero migration risk and 100% rollback safety.
KNEX Mesh
The "Parallel Overlay" Workflow
We follow a four-step implementation cycle that ensures immediate value without disturbing your daily operations.
1. Connect
Securely link to existing data sources and legacy domains.
3. Relationship Building
Expose the end-to-end context and lineage of your data in a navigable model.
2. Ontology Mapping
Establish a shared business vocabulary to create parallelism across the organization.
4. Validate & Iterate
Refine the model with domain owners and expand incrementally, moving from one use case to a total systemic fix.
Your first step to re-architecture
The Unified Data Access Layer
Most AI and API initiatives stall because data is trapped in 14-year-old COBOL or SQL silos. KNEX creates a Parallel Data Overlay that reconciles your business data in real-time.
Reconciliation & Standardization: We connect to core banking, ERPs, and partner databases to cleanse and govern records.
The Knowledge Graph: We materialize relationships between business concepts (Accounts, Transactions, Customers) into a graph database, turning siloed data into reusable assets.
What to expect: A trusted, comprehensive map of business data that feeds every API and AI agent consistently.
Orchestration & API Layer
This is your organization’s central control panel. It replaces brittle, point-to-point integrations with a single, manageable execution layer.
Governance by Design: KNEX Mesh provides a “One-Stop Shop” where all organizational capabilities are discovered, registered, and secured.
Automated Infrastructure: The platform continuously monitors deployments, automatically configuring security policies (OpenID Connect) and infrastructure without manual intervention.
What to expect: Integration effort and costs are significantly reduced allowing you to enter the market fast with regulatory confidence.
AI-Ready Execution Layer
AI cannot operate in silos. To move from simple chatbots to agentic AI, you need context and execution power.
Semantic Bridge: KNEX provides the business vocabulary and context LLMs need to make explainable, enterprise-grade decisions.
Programmable Workflows: We provide modular building blocks (Payments, KYC, Ledgers) that AI agents can “trigger” to perform end-to-end financial tasks.
What to expect: True automation that scales business and revenue.