Jonex Enterprise Knowledge, Compiled for AI.

Jonex turns multimodal enterprise data into governed domain knowledge that agents can reason over, trace, and use.

Explore Jonex Request a Trial

Multimodal parsingOntology compilationGrounded retrieval

CORE ENGINES

Turn every source into knowledge.Keep every answer traceable.

Three engines turn enterprise source material into structured, governed knowledge that agents and teams can use.

ENGINE 01 ALL-IN-ONE MULTIMODAL PARSING

All-in-one multimodal parsing.

Turn unstructured enterprise data into structured, tagged, and time-aligned information that AI can read.

One governed engineRead reports, tables, scans, calls, and policies through one parsing path.
Cross-modal alignmentConnect text, tables, images, speech, and timestamps in context.
Visible structureExpose key fields, entities, events, and source signals.

ENGINE 02 ONTOLOGY-BASED COMPILATION

Ontology-based knowledge compilation.

Compile business entities, relationships, rules, and evidence before agents query them.

Stable, source-linked answersKeep entity, document, version, and clause anchors attached to every answer.
Compile once, reusePrepare business context before every review or agent query.
Business semanticsEncode entities, relationships, terminology, rules, and constraints.
Knowledge that evolvesVersion policies and evidence as the source material changes.

ENGINE 03 JONEX-WIKI-BASED COMPILATION

Jonex-Wiki-based compilation.

Compile enterprise source material into a navigable wiki of hierarchical pages, linked concepts, and bidirectional references.

Navigable hierarchyOrganize domains, policies, processes, and pages into a browsable knowledge map.
Concept-linked pagesConnect terms, entities, rules, and related pages in context.
Bidirectional contextShow backlinks and where each business concept is reused.
Source-grounded pagesKeep every page section tied to source records, policies, and evidence.

SOURCE MATERIAL

AI-READY EVIDENCE

STRUCTUREDTAGGEDTIME-ALIGNED

Structured · Tagged · Time-aligned

JONEX / ENTERPRISE WIKI 03 / 03

ArticleDiscussionSources

Risk & Credit · Core article

Corporate Credit Risk Assessment

Continuously compiled from 18 sources · Updated Aug 28, 2026

Corporate credit risk assessment is the process of identifying, measuring, and monitoring a borrower's capacity and willingness to meet its obligations, together with available risk mitigants.

Assessment elements

Common inputs include financial statements, transaction records, receivables aging, and credit agreements. Debt capacity analysis typically combines leverage, interest coverage, and the debt service coverage ratio Debt service coverage ratio DSCR Measures cash flow available for debt service relative to principal and interest due in the same period. It is commonly used in project, real-estate, and corporate lending covenants. Open full article · 3 cited sources , interpreted alongside industry cycles, maturity structure, and collateral liquidity.

Related articlesBorrower · Credit facility · Financial covenant · Collateral · Credit event

Cited sources12026 H1 audited statements2Credit agreement V43A/R aging report

WHY JONEX

Why Jonex?

96% Answer accuracy

Validated in real PoC scenarios

100% Evidence coverage

150/150FinanceBench public cases with annotated evidence located

60–90% Lower token consumption

1.5–20×Faster queries

Public multi-hop QA

HotpotQAF1

Previous best-in-class result 81.9%Jonex-Wiki 88.2%

MuSiQueF1

Previous best-in-class result 65.9%Jonex-Wiki 82.1%

2WikiMHQAF1

Previous best-in-class result 84.7%Jonex-Wiki 89.1%

ALL IN ONE

Unify every source in one governed workspace.

Documents, tables, images, audio, and video enter one knowledge lifecycle.

Fewer tools. One place to manage knowledge.Reduce separate ingestion stacks and handoffs between teams.

DOMAIN TEMPLATES

Start with a domain model—not a blank page.

Use prepared ontology templates, then extend entities, relations, terminology, and rules.

Reach useful domain knowledge sooner.Keep business meaning consistent while retaining room to customize.

COMPILE ONCE

Compile once. Reuse knowledge across queries.

Compile entities, relationships, rules, and evidence for reuse across future questions.

Reuse compiled knowledge at query time.In matched evaluations, token use fell by 60–90% and query speed increased by 1.5–20×.

EVIDENCE INTACT

High-quality answers. Evidence intact.

Connect pages, passages, and tables with images, audio, and video timestamps in one cross-modal evidence chain.

Review the conclusion. Audit the decision.Every answer keeps a source trail you can reopen.

AGENT READY

Connect Jonex to any agent platform in one click.

Bring structured knowledge, business rules, and evidence into agent workflows through MCP.

More capable agents. More value from Jonex.Agents answer more reliably while Jonex reaches more real-world workflows.

USE CASES

Enterprises already have the information. What they need is a verifiable path through scattered knowledge.

Finance

Research, recordings, credit, claimsCross-document links and compliance trails

Public sector

Policy, hotlines, enforcement, archivesSearchable and traceable knowledge

Manufacturing

Equipment, process, supply chainConnect drawings, work orders, and inspection

Education

Courses, practice, trainingTurn experience into reusable knowledge

Engineering

Delivery, commissioning, proceduresSupport design search and field response

From digging through files, relying on memory, and reacting after the factto evidence-backed decisions, reusable knowledge, and an asset that improves over time.

FAQ

Start with the knowledge layer.Jonex makes enterprise knowledge understandable, governed, and traceable.

What is Jonex?

Jonex is an enterprise AI domain knowledge engine that combines multimodal ingestion and parsing, domain knowledge compilation, graph and vector retrieval, and structured source references.

Is Jonex an agent platform?

No. Jonex provides a governed, traceable knowledge layer for copilots, agents, and business applications. It does not replace agent orchestration or workflow platforms. Agents can access Jonex retrieval and question-answering through MCP Server or REST API.

What content and modalities can Jonex process?

Jonex supports documents (PDF, Word, and spreadsheets), images, equations, audio, and video. Parser profiles can be configured by file type and processing need.

Is early access free, and how soon is it activated?

Early access is currently free and includes a trial account and product support. Approved applications are activated within 7 business days.

How does Jonex support data security and private deployment?

Jonex supports on-premises and private deployment so data stays within your environment. It also provides strict tenant isolation, RBAC permissions, end-to-end audit logs, encrypted external credentials, and unified REST API and MCP Server access for existing systems.