Semantic Layer for Enterprise AI

ElastiCORE

The Domain Semantic Layer That Keeps AI Grounded

Your domain model becomes the single source of truth — so AI generates deterministic, production-ready application code instead of hallucinating patterns. Define once; entities, services, and APIs stay consistent.

ElastIDE extends that semantic layer to your guides, policies, and data — so LLM agents and BI Chat answer in your company’s context, without making things up. Even air-gapped.

Get Started →Try ElastIDE

Hybrid RAG

Vector · Graph · Model

NL → SQL

5-Layer Safety Net

Air-Gapped

No Internet Required

order-domain.dsl.yaml

# order-domain.dsl.yaml

entity Order

table ord_order

fields

id UUID @pk

orderNo String(24) @unique

status OrderStatus

totalAmount Decimal(15,2)

placedAt Instant

relations

customer Customer @manyToOne

lines OrderLine @oneToMany

enum OrderStatus

values DRAFT, PLACED, SHIPPED, CLOSED

ENTITY

ENUM

TABLE

COLUMN

591

MODEL = CODE = DIAGRAM = GRAPH

01 — The Problem

Lessons from No-Code & AI Era

Fast code generation is easy. Maintaining, operating, and evolving it at enterprise scale — that's the real challenge.

Limits of No-Code

—Fast initial development
—Growing exceptions over time
—Vendor lock-in risk
—Maintenance costs skyrocket at scale
—Limited customization options

Limits of Vibe Coding

—AI generates code fast
—Inconsistent patterns on iterations
—Production-readiness requires extra effort
—Unpredictable code quality across sessions
—No architectural governance

Writing code with AI is easy. Operating and maintaining it is hard.

→ Governed automation is the answer.

02 — The Solution

Model-Driven Architecture

DSL is the Single Source of Truth — from a declarative model to production-ready Java code.

INPUT

DSL

Declarative YAML model

ENGINE

ElastiCORE

Deterministic generator

OUTPUT

Java Source

Spring Boot, production-ready

JPA EntityDTORepositoryServiceControllerREST API

Deterministic Generation

Same DSL always produces the same code — no surprises, no hallucinations.

Consistent Code Patterns

Every entity, every API follows the same architecture. Zero drift over time.

Minimal Maintenance Cost

Change the model once — all layers regenerate automatically.

03 — Comparison

Vibe Coding vs ElastiCORE

See how model-driven development compares to AI-assisted code generation.

Criteria

Vibe Coding

ElastiCORE

Code Quality

Inconsistent

✦Deterministic & Consistent

Generation Scope

Partial automation

✦Full-stack automation

Change Management

Regenerate every time

✦Modify model only

Measurability

Impossible ("it works")

✦Quantifiable metrics

Architecture Safety

Risky — no governance

✦Deterministic guarantee

Compliance

Manual verification

✦Automated verification

04 — Impact

Quantitative Impact

Real-world results from enterprise ElastiCORE deployments.

50 files → 0

reduction

Boilerplate Code

DTO, Entity, JPA, CRUD — all auto-generated from DSL definitions.

2 days → 30 min

reduction

Schema Change Time

Database migration and code update propagated automatically.

6 months → 1 month

faster

Onboarding Period

New developers productive in weeks, not months.

05 — Workflow

Model-Driven Development Lifecycle

From analysis to deployment — a streamlined, repeatable process.

STEP 01

Analysis

Define requirements and domain models collaboratively

Planners can participate

STEP 02

Modeling

Create application data models in declarative DSL

Single Source of Truth

STEP 03

Generation

ElastiCORE generates the entire core application code

Deterministic output

STEP 04

Development

Developers focus on custom business logic only

Changes auto-propagated

STEP 05

Deploy

Build & deploy with API documentation auto-synced

API auto-sync

06 — Enterprise Platform

ElastIDE

The enterprise knowledge & data platform for LLM agents — your guides, policies, databases, and domain models, unified in one workspace.

WorkspaceKnowledge GraphBI ChatMCP

ide.elasticore.io →

Hybrid RAG

Fuses vector, knowledge-graph, and domain-model signals in a single search — answering meaning, relationships, and schema at once.

Ontology Knowledge Graph

We don’t dump docs into the LLM. A deterministic parser extracts section→entity→field→relation structure first, then loads it into a queryable knowledge graph.

MCP Agent Connect

A standard MCP 2025-06-18 server. Claude Code, opencode, and Cursor generate code in your company’s patterns — folder scope auto-isolated per server key.

BI Chat (NL → SQL)

Schema-aware over your operational DBs (DB2, Oracle, MySQL, MSSQL). Natural language → safe read-only SQL → KPIs, guarded by a 5-layer safety net.

Model = Code = Diagram = Graph

Lossless round-trip sync between DSL, diagrams, and code. The same domain is queryable through four faces — the first line of defense against hallucination.

Air-Gapped Ready

Runs with zero external API calls — fully on-premise. The same codebase works in network-isolated defense, finance, public, and healthcare environments.

07 — One Workspace

Three Personas, One Workspace

Register your guides, models, and data sources once — three personas reach the same knowledge through their own entry paths.

Developers

Claude Code · opencode · Cursor (MCP)

“Build OrderController with our standard order-API pattern.”

✓Code generated in company standards

Business Users

ElastIDE Agent UI · BI Chat

“What’s our standard for accident fault-ratio assessment?”

✓Answers grounded in policies & manuals

Analysts & API Devs

Agent invoke · BI Chat

“Average claim processing days last month → KPI API.”

✓Safe SQL & business-logic APIs

Build once, serve everyone.

08 — Security & Data Sovereignty

Built for environments where public LLMs aren’t an option

Finance, public sector, defense, healthcare — run the exact same platform fully on-premise, even with the internet cut off.

Zero outbound connections

Air-Gapped

Zero external API calls. On-premise models serve both chat and embeddings — verified with zero outbound connections.

Data Sovereignty

Your code, documents, and databases never leave your network. Fully self-hosted — all data and inference stay inside your infrastructure.

Regulated Industries

The same codebase runs for finance, public sector, defense, and healthcare where cloud LLMs are prohibited. Cloud ↔ air-gapped is just a profile switch.

Defense-in-Depth

Workspace-level data isolation, read-only SQL guards (5-layer safety net), 3-tier RBAC, and per-key folder scoping for external coding LLMs.

09 — Architecture