When you need expert-built

The applications where pre-built doesn't reach.

Solix Data Sense Builder handles agentic AKG construction for most custom applications. AKG Construction Services takes over when the schema depth, customization complexity, or business-rule density warrants human expertise.

1

Custom applications

In-house systems built over decades. Schema documented unevenly. Business rules embedded in application code. Original developers no longer with the company.

2

Mainframe applications

COBOL, PL/I, Natural, assembler. EBCDIC, VSAM, IMS, DB2. The institutional knowledge is leaving the workforce — the AKG captures it before it's gone.

3

Heavily customized packaged apps

SAP environments with thousands of Z-tables. Oracle EBS with extensive custom extensions. PeopleSoft with vertical-specific modifications.

4

Acquired-company systems

Inherited under TSA timelines, no institutional knowledge, contractual deadlines. The right AKG turns unfamiliar data into accessible business intelligence.

How the engagement works

Five phases. Outcome-anchored.

Discover

Discover

Inventory the application's schema, documentation, data dictionaries, existing reports, and business rules. Identify the high-traffic query patterns.

Accelerate

Accelerate

Data Sense Builder analyzes the schema and proposes the initial AKG — table relationships, value mappings, business-term synonyms.

Refine

Refine

The Services team applies domain expertise — correcting, extending, and validating the AKG against real business questions.

Test

Test

Run representative natural-language queries through Data Ask. Validate accuracy, completeness, and the absence of hallucinations.

Productionize

Productionize

Promote the AKG into production. Establish governance, update cadence, and continuous-refinement protocol.

What you get

A production-grade AKG, tested on your data, owned by you.

Deliverables

  • Complete Application Knowledge Graph for the target application
  • Business-term synonym pack tuned to your industry and vocabulary
  • Validated query templates for the high-traffic patterns
  • Anti-hallucination controls and confidence-scoring baseline
  • Governance integration with Enterprise Data Governance (EDG)
  • Knowledge-transfer documentation for your team

Outcomes

  • Natural-language access to an application that didn't have it before
  • Decades of preserved or operational data made queryable
  • Self-service for the business on data that previously required IT intermediation
  • governed Data Products, AI-activated for downstream model training and digital workers
  • An asset that improves with use through continuous refinement

Already a pre-built AKG for your application?

SAP, Oracle EBS, PeopleSoft, JD Edwards, Siebel — see the full library of pre-built AKGs that ship with the platform.

See the library

Want to build it yourself?

Solix Data Sense Builder is the agentic, AI-assisted AKG construction tool for teams who want to lead the construction themselves.

Explore Data Sense Builder
Contact Us

Talk to an AKG Architect.

A working session on the application you need an AKG for — scope, schema complexity, target use cases, timeline. Solix Services has built Knowledge Graphs across hundreds of customer engagements.

Request an AKG scoping callExplore all Services
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