Three capabilities

One intelligence layer. Three jobs.

Data Sense covers the full enterprise data landscape — structured, unstructured, and the records that span both.

AKG

Application Knowledge Graph

Encodes the business objects, relationships, terms, and tested query patterns inside your enterprise applications — across the value streams (Procure-to-Pay, Order-to-Cash, Record-to-Report, Make-to-Order) every enterprise runs on. The intelligence layer that teaches AI what your data means. Pre-built AKGs for the major enterprise applications — variant-aware, adapting to your as-implemented configuration and customizations through a thin per-customer overlay. And the graph learns with use: answers confirmed by stewards and end users are recorded as verified query patterns, so accuracy compounds.

See the AKG visualized
CI

Content Intelligence

Ingests, enriches, and indexes unstructured content — contracts, policies, manuals, reports — into a semantic index queryable through natural language.

IC

Intelligent Classification

AI-powered records categorization using your taxonomy. Sorts records for retention, access controls, legal hold, and lifecycle management. Customer-supplied categories — not Solix-imposed ones.

The guided workflow

From raw data to production intelligence in ten reviewable stages.

AI gives you speed and scale. Human oversight earns trust. You need both — and the workflow is built that way: the AI-automated steps are where the time goes away, and the human checkpoints are where the trust comes from. Nothing goes live without sign-off.

Data Sense Guided Flow

The builder reads the application's own data dictionary where one exists, learns keys and relationships from the data itself where one doesn't, detects the variants and modules you actually run — and verifies every claim against the actual data before it enters the graph.

The steward's workbench

Automation does the heavy lifting. Your experts stay in command.

Data Sense builds the intelligence that makes your data readable, governable, and useful to AI — across structured databases, unstructured documents, and records of every kind. Everything Data Ask and AI Warehouse do runs on what Data Sense builds first.

Build it once. The intelligence flows to every downstream platform — Solix and non-Solix alike.

Curation workspace

Review, edit, and approve every AI-enriched definition before it ships.

Synonym builder

The business vocabulary in one place — industry packs, AI-generated candidates, hand-curated terms.

Testing console

Test, edit, and approve query patterns before publishing — prove an answer works before any user sees it.

Certified-measures manager

Define, edit, test, and retire the business's governed definitions.

Knowledge-graph viewer

See the live map, scoped to what's actually in play — inline or full screen.

Distributed expert review

Send graph metadata to SMEs as a familiar spreadsheet — no login, no training — decisions flow back as audited steward actions.

Pre-built Application Knowledge Graphs

For major enterprise applications.

Connect your database. Load the AKG. Review and customize for your environment. Start answering questions.

OR

Oracle E-Business Suite

Schema knowledge, business rules, query templates across FI/PR/HR/SCM modules.

SAP

SAP ECC / S/4HANA

Ingests, enriches, and indexes your documents into a semantic layer queryable through natural language. Every answer is anchored to source content with citations. No hallucinations.

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More major applications

Additional pre-built AKGs arriving on a rolling basis. Contact Solix for current coverage for your application portfolio.

DSB

Custom AKGs — any application

Built with the Data Sense Builder. Professional Services available for complex environments.

Your taxonomy, not ours

Customer-supplied taxonomy on Intelligent Classification.

Most classification tools force you to use their categories — their security classifications, their retention codes, their business taxonomy. The result: a misfit between the tool and your governance regime.

Solix Intelligent Classification works against your taxonomy. Your security clearances. Your retention codes. Your business categories.

The policies your organization has already defined apply as written — which matters most in regulated industries such as financial services, healthcare, government, and pharmaceuticals.

Example

A US bank's classification scheme:

  • Sensitivity: Public / Internal / Restricted / Confidential
  • Retention: 7y / 10y / 15y / 25y / Indefinite
  • Regulatory tag: SOX / GLBA / FCRA / Reg-E / OCC
  • Function: AR / AP / Lending / Trading / Compliance

All four dimensions are their taxonomy. Solix learns it, applies it across the data estate, and produces classifications that fit how compliance and audit teams actually operate.

Use Cases

What Data Sense unlocks.

Data Preservation & App Retirement

Build AKGs over preserved data so business users can query it like the live application.

M&A Data Integration

Ingest acquired data into a unified semantic layer; accelerate integration and cross-entity query.

ERP Modernization

Build AKGs over the legacy system for transition-period queries while migrating to cloud ERP.

Compliance & Governance

Intelligent Classification sorts records into customer-supplied business categories.

Dark Data Discovery

Surfaces data the organization holds but cannot access or leverage today.

Governed Data Products

Semantically mapped, validated, classified — production-grade input for downstream AI applications.

Need help building an AKG?

AKG Construction Services for complex schemas. 20 years of services depth.

Contact Us

Deployment options

SolixCloud — MTC, STC, on-premises, hybrid.

Explore SolixCloud
Resources

Related Resources

Explore related resources to gain deeper insights, helpful guides, and expert tips for your ongoing success.

Frequently Asked Questions

FAQs for Data Sense

What is Data Sense?

Data Sense is the intelligence layer of Solix Enterprise AI that teaches AI what enterprise data means by building Application Knowledge Graphs, Content Intelligence indexes, and Intelligent Classification.

How does AI understand the meaning of enterprise data?

Data Sense encodes the business objects, relationships, and tested query patterns inside enterprise applications into a semantic layer called the Application Knowledge Graph, so AI can interpret enterprise data the way the business already understands it.

What is Content Intelligence?

Content Intelligence ingests, enriches, and indexes unstructured content such as contracts, policies, manuals, and reports into a semantic index that's queryable in natural language.

How does AI classify dark or unstructured enterprise data?

Intelligent Classification sorts records using the customer's own taxonomy, including its existing security clearances, retention codes, and business categories, instead of forcing data into a vendor-defined scheme.

How long does it take to go from raw data to a production-ready knowledge graph?

Data Sense moves raw data to a production Application Knowledge Graph through ten reviewable stages, Connect, Load, Profile, Discover, Context, Enrich, Synonyms, Curate, Validate, and Publish, with AI handling the heavy lifting and humans reviewing every checkpoint.