Sources and systems of record
Policy administration, claims, finance, documents, applications, and approved external data remain the authoritative starting points. Identify source owners and permitted uses before connecting data.
Resources & evaluation
GENELLIPSE FOR ENTERPRISE
Enterprise architecture & integration
Connect business systems, trusted data, governed AI, and professional review around the workflows that matter.
THE DECISION BEHIND THE TECHNOLOGY
Where does authority sit when systems, data, and agents work together?
A useful enterprise architecture explains more than connections. It makes ownership, consistency, failure recovery, and permission boundaries visible. Modernizing a workflow does not require every core system to be replaced at once; it requires a deliberate boundary between what remains authoritative and what can safely change.
Explore the decision and evidence flow
Select a stage to inspect its owner, evidence, and stopping condition.
CONTROLLED PROGRESSION
Systems of record
Expose versioned records through an agreed API, event, or controlled batch. Preserve source identifiers, effective dates, and reconciliation totals.
- Accountable owner
- Core application owner
- Evidence to retain
- Source contract · snapshot identifier · control totals
- Stop or escalate when
- Stop ingestion when required fields or totals disagree; keep the previous accepted snapshot available.
ILLUSTRATIVE BUSINESS CONTEXT
Illustrative design: an insurer retains its policy administration system while introducing evidence preparation for servicing. A read-only data path supplies approved information to an agent. A separate, permissioned command path handles any approved change. Neither an AI response nor an analytical copy becomes the policy record.
Your discussion checklist
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INTERACTIVE REFERENCE ARCHITECTURE
One workflow. Connected responsibilities.
Select a product to explore its role. This is a planning view of an agreed solution, not a statement that every integration is preconfigured.
Existing business systems and approved information
Reviewed decisions, operational actions, and measurable outcomes
GeneData
Connect approved sources, apply quality checks, retain lineage, and make reviewed datasets available to the agreed consumers.
Explore this productPeople, permissions, evidence, and operational ownership apply across the entire workflow.
A connected operating model
Use this reference architecture to plan the role of each product. It describes an engagement pattern; supported interfaces and deployment configurations are confirmed against your requirements.
Data and analytical foundation
GeneData can organize ingestion, transformation, quality, catalog, and lineage. GeneAnalytics supports shared metrics and analytical views based on the agreed data definitions.
Domain work and agent orchestration
AegisNow provides insurance, reinsurance, and actuarial context. Cortex AI coordinates approved agent tasks, evidence retrieval, and human approvals within the selected workflow.
Controls, security, and accountable people
GeneComply supports control evidence and review processes. GeneSecure supports security investigation. Business owners retain responsibility for decisions and approved actions.
Connect the systems you already use
Genellipse begins with an interface inventory and a bounded business transaction. Each connection needs an owner, a contract, and a way to detect and recover from failure.
API enablement around a retained core
Assess existing APIs and permitted service interfaces before proposing an adapter. Start with a read-only policy enquiry, then evaluate authorized updates with validation, transaction identifiers, and reconciliation.
Files, scheduled data, and events
Where an API is unavailable, assess controlled extracts or approved event interfaces. Agree schemas, freshness, duplicate handling, delivery acknowledgements, and the treatment of late or incomplete records.
A measurable integration contract
Record the fields, data classification, access scope, expected volume, error behaviour, and acceptance tests. Confirm that a retry cannot silently duplicate a consequential action.
Choose the deployment pattern during evaluation
Your architecture review should cover hosting location, network boundaries, identity, model providers, and operating responsibility. Availability of a particular cloud, private environment, or residency arrangement must be confirmed for the selected product.
Deployment patterns to assess
Compare a provider-hosted service, a customer-controlled environment, and hybrid connections to retained systems. Assess operational ownership, data location, connectivity, and change control. Confirm which patterns the selected product and commercial arrangement support.
Identity and access
Map users, agents, service accounts, and approval roles. Request evidence of the identity integration, permission model, and audit events supported by the proposed configuration.
Data and model boundaries
Identify where data is stored and processed, which model services receive it, how long records are retained, and how deletion or export will be handled.
Operations and recovery
Agree monitoring, backup and recovery responsibilities, change windows, escalation routes, and the tests needed before production use. Recovery and service commitments belong in the agreed contract.
The architecture review deliverable
Genellipse can prepare a solution blueprint with your technology and business teams. It should be detailed enough to support an implementation decision.
What you receive
A system context diagram, integration inventory, data flow, responsibility matrix, assumptions register, and prioritized technical risks.
What your team contributes
System owners, interface documentation, representative non-sensitive examples, identity and network requirements, and the people authorized to approve access.
The decision gate
Proceed when the proposed design meets the agreed functional, data, security, and operational criteria, with unresolved dependencies assigned to owners.
Choose the interface for the business obligation
Choose by timeliness, authority, failure behavior, and operating cost. A faster interface is not automatically the right interface for a reconciled financial process.
Request / response APIs
Use for bounded queries and commands with explicit caller identity, request validation, and predictable outcomes. Specify timeout budgets, idempotency keys, version compatibility, and error contracts. For a payment or policy update, a timeout means the outcome is unknown until reconciled—not that the transaction failed.
Events and asynchronous work
Use for decoupled processing when consumers can tolerate agreed delays. Define ordering requirements, replay limits, deduplication, dead-letter handling, and who investigates stuck messages. Replaying an event should reconstruct state without issuing the same business instruction twice.
Batch and legacy coexistence
Use controlled extracts where cores cannot expose suitable real-time interfaces. Capture the business cutoff, file manifest, record counts, amounts, rejected records, and late-arrival rules. Schedule dependencies around close windows and retain a restart point rather than rerunning every job.
MCP as a governed tool interface
MCP connects AI applications to tools and context; it does not replace business authorization. Approve servers and tools, minimize scopes, validate intended token recipients, and protect outbound access. The official MCP security guidance addresses token passthrough, confused-deputy, and SSRF risks. Assess the chosen implementation against that guidance.
Design the release and the exit together
A credible blueprint contains an implementation path and a reversibility path. Confirm each environment and responsibility during solution design; the diagram above is a reference pattern, not a universal deployment commitment.
Environment and secrets
Separate development, test, and production credentials. Keep secrets out of prompts and logs. Review network egress, model-provider routes, data location, retention, and diagnostic access before introducing sensitive information.
Performance and resilience
Agree peak volumes, tail latency, allowable data age, recovery time, and recoverable data loss with business owners. Test a dependency failure while work is in progress. A successful restart is insufficient if accepted transactions are missing or duplicated.
Transferability
Document data formats, configuration ownership, model and prompt versions, export arrangements, and replacement interfaces. Agree how access is revoked and information is returned or deleted when a provider or operating model changes.
Standards and further reading
Primary references for the related guidance. Engagement-specific architecture, controls, and obligations require their own assessment.