Domain Intelligence Pilot
A 12-week engagement that maps your data landscape, builds an initial domain model, and enables natural-language querying — deployed in your secure environment with a clear path to long-term operation.
Deep-dive sessions with your domain experts and stakeholders to map the landscape of your data, workflows, and unanswered questions.
Connect and normalize data across your systems — databases, files, APIs, and third-party sources — into a unified representation surface.
A structured schema encoding your key entities, relationships, constraints, and domain logic so the system understands what your data means.
Ask analytical questions in plain language and receive accurate, context-aware answers with traceable provenance back to source systems.
The pilot runs in your secure environment — private cloud, on-premises, or air-gapped — with access controls, audit logging, and encryption.
A detailed report covering what worked, what patterns emerged, what data gaps remain, and a concrete roadmap for continued operation.
Five phases across 12 weeks.
Each phase produces concrete artifacts that feed into the next, so every week moves the system closer to production readiness.
Learning your organization
We embed with your team to understand the data landscape, key workflows, stakeholder questions, and the domain semantics that matter most.
Planning a data and state model
We design the domain schema that will unify your data sources — defining entities, relationships, constraints, and transformation rules.
Integrating and constructing the domain model
Data flows are built across your systems, normalized into the domain schema, and validated against real queries during integration.
Deploying and querying in a secure environment
The full system is deployed into your secure environment. Your team begins asking natural-language questions against real analytical needs.
Handoff and long-term recommendations
We deliver the domain model, query interface, integration pipelines, and a comprehensive report with a phased roadmap for continued operation.
Planning a data and state model.
Map the core objects in your domain — assets, events, people, locations — and their key attributes.
Wire the connections between entities: ownership, containment, sequence, dependency, and hierarchy.
Capture the business rules and physical constraints that govern how entities relate and change over time.
Define how data moves from raw source formats into the unified domain representation.
Integrating and constructing the domain model.
Build data pipelines from your databases, APIs, files, and message queues into the integration layer.
Transform raw data into the unified domain model — mapping columns to entities, values to attributes, and joins to relationships.
Run real queries against the integrated model to surface mismatches, nulls, duplicates, and domain assumptions that need resolution.
Tighten the schema and transforms based on validation results until the model answers your organization's questions accurately.
KafkaDesign partner pricing with a clear path to standard rates.
We are launching with a small cohort of design partners who help shape the product while receiving deep technical investment at a reduced rate. After the design partner phase, standard pricing applies.
Limited availability for organizations that join during the pilot phase. Full 12-week engagement plus direct influence on the product roadmap.
- ✓12-week full engagement
- ✓Cross-system data integration
- ✓Natural-language querying interface
- ✓Deployment in your secure environment
- ✓Direct input on product direction
The standard price that will apply after the design partner cohort. Same comprehensive engagement, with the benefit of a more mature product and process.
- ✓12-week full engagement
- ✓Cross-system data integration
- ✓Natural-language querying interface
- ✓Deployment in your secure environment
- ✓Mature product and refined process
Bring your domain. We'll bring the intelligence layer.
Apply as a design partner to get the full 12-week Domain Intelligence Pilot at the reduced rate. Spots are limited while we build the product alongside early partners.