Revitalize Enterprise AI

WhamTech breathes fresh air into the largest problems facing Enterprise AI solutions by overcoming bottlenecks that consistently cause AI projects to fail.

The Core Bottleneck

Every Enterprise AI program hits the same walls

Data Readiness

Discovering data and mapping schemas
Cleaning, harmonizing, resolving entities
Building and maintaining pipelines
Implementing zero trust data security across the enterprise

Commonly estimated at 80–90% of program effort.

Context and Reasoning

Business context and decision logic
Constraints, workflows and approvals
Governance and auditability

Most underestimated, and why pilots rarely scale.

WhamTech | Trusted Data

Finds data across systems without manual inventory.
Maps sources in place, with no copies.
Connects systems without ETL or ELT.

AI-ready Data, without Moving it

Standardizes data and resolves entities.
Row, column and value-level access control.
Virtual indexes

The result: harmonized, governed data for AI teams, without touching production systems.

Compute that Doesn’t Depend on the Data source

WhamTech SDF | Query Performance

Conventional Federated Access

Query processing depends entirely on the source systems
Limits query capability and performance
Costs more time and money, with mixed results
Adds data security risk

Boomi, Microsoft Fabric, Denodo and similar products

WhamTech SDF

High-performance queries, independent of the source systems
Uniform performance across disparate sources, whatever each can do
Extends Power BI DirectQuery in Microsoft Fabric
Far less effort and cost to deliver

Query processing offloaded to the adapters

Hybrid Cloud 2.0

SDF compute can stay in the cloud while data stays on-premises, or run in both, adding simplicity and security for cloud service providers.

Sources

Existing Systems

Applications,
databases and files say where they are.

WhamTech | GraphLogic

Two Layers, One Governed Path to AI

WhamTech uses the GraphLogic reasoning engine and context graph to add explainability and federated context to every enterprise workflow decision. Data never moves, reasoning is built once, and every new use case plugs into the same foundation.

WhamTech

Virtual Indexes

Discovered, harmonized and secured with
zero trust.

GraphLogic

Context Graph

Business context, decision logic, workflows and governance.

Outcome

Governed AI

Agents act on
trusted data with trusted reasoning

Say Goodbye to Enterprise Headaches

Moving and Copying Data

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Brittle Pipelines

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Manual Cleaning and Harmonization

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System-by-System Stitching

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Rebuilding Context for Each AI Use Case

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Bespoke Decision Logic per workflow

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Moving and Copying Data 〰️ Brittle Pipelines 〰️ Manual Cleaning and Harmonization 〰️ System-by-System Stitching 〰️ Rebuilding Context for Each AI Use Case 〰️ Bespoke Decision Logic per workflow 〰️

Safe By Design

Governed from the First Use Case

With WhamTech handling data access and security, and GraphLogic controlling business context and governance, AI can operate safely from the outset, which can remove months of security and compliance work.