Evidence-grounded answers
Answer practical implementation questions using the project’s own decisions, specifications, workflows and records.
Implementation · optimization · governance
iSBERG Intelligence
Evidence-backed AI for complex EPR programmes
Turn thousands of requirements, decisions, interfaces, tests, defects and project documents into trusted, traceable implementation intelligence.
Built initially for the complexities of Altera Sunrise™ implementations.Designed for enterprise EPR programmes.
The project evidence remains authoritative. AI helps people understand and use it.
Evidence view
Programme question
What is the current approved cutover date, and what did it replace?
Confirmed2 governing sources
The approved cutover date is 2 November 2026. It supersedes the earlier date recorded in the draft plan.
Programme Decision Log · DD-034Approved · current versionGoverning
Steering Committee MinutesDecision ratifiedSupports
Integrated Plan · draftEarlier dateSuperseded
Illustrative project evidence
Evidence firstAnswers grounded in project records
Source traceabilityEvery important answer explainable
Version awareCurrent decisions over stale documents
EPR adaptableDesigned beyond one vendor platform
The implementation reality
The problem is not a lack of information.
Enterprise EPR programmes generate thousands of requirements, configuration decisions, workflows, interfaces, test cases, defects, change requests and project documents.
The information exists. The challenge is knowingwhat is current, what governs, what changed, why a decision was made and what evidence supports the answer.
Decision logv4.2
Interface specificationApproved
Test cases & defectsCurrent
Change requestsOpen
An evidence-backed intelligence layer
Designed to reason with the programme’s own evidence.
iSBERG Intelligence is an evidence-backed AI platform for complex EPR implementation, optimization and governance.It creates a traceable knowledge layer while preserving project context, evidence state and document lineage—not simply a plausible paragraph.
Source-level traceability
Preserve the evidence trail to the document version and source element supporting an important answer.
Decision authority
Distinguish approved decisions from drafts, reports, assumptions and evidence that has been superseded.
Version awareness
Recognize when a newer approved record governs—and when an older document should no longer drive action.
Connected impact
Expose relationships among changes, workflows, interfaces, requirements, tests, defects, decisions and risks.
Honest uncertainty
Say when evidence is incomplete, disputed or unknown instead of filling the gap with an invented answer.
Built for Sunrise. Designed for EPR.
EPR analysis that starts with Sunrise and extends beyond it.
The initial evidence model is being developed for the complexities ofAltera Sunrise™ implementations, where configuration, clinical workflows, integrations, testing and programme governance create a particularly strong use case.
The architecture is not Sunrise-specific. The same approach can extend to other enterprise EPR environments and large-scale clinical transformation programmes.
Altera Sunrise™ is the first implementation example—not the boundary of the platform.
Implementation
Connect requirements, decisions, configuration, workflows, interfaces, testing, defects and change.
Optimization
Understand why the deployed system behaves as it does and identify evidence-backed improvement opportunities.
Governance
Preserve institutional knowledge, decision authority and traceability as programmes and teams evolve.
AI with deterministic controls
The language model is not the source of truth.
The platform is being designed around structured evidence, document versions, source authority and explicit relationships. AI supports interpretation; the programme record remains authoritative.
Every important answer should be capable of being traced back to the evidence that supports it.
Approved programme decisionConfirmed
Statement in meeting recordReported
Older implementation planSuperseded
No authoritative evidence foundUnknown
Questions that move work forward
Built for implementation decisions—not chatbot demonstrations.
01
What is the current approved decision, and what did it replace?
02
Which workflows, interfaces, requirements and tests are affected by this change?
03
Are these documents conflicting, or has one simply been superseded?
04
Which requirements do not yet have adequate test coverage?
05
What evidence shows that this dependency has actually been completed?
06
Which defects, risks and change requests are connected to this workflow?
Designed around the people doing the work
Make experienced teams far more effective.
iSBERG Intelligence is not intended to replace implementation expertise. It helps specialists find, connect and explain the evidence that expertise depends on.
Programme leadership
Clearer visibility into decisions, dependencies and implementation risk.
Implementation analysts
Less time searching folders, spreadsheets, specifications and meeting notes.
Integration specialists
Faster access to interface decisions, identifiers, behaviours and related tests.
QA teams
Stronger traceability across requirements, changes, defects and test coverage.
Clinical leaders
A clearer view of why a workflow behaves as it does and which decisions support it.
Client organizations
A durable intelligence layer that remains as consultants and teams change.
Ways to begin and scale
Three levels aligned to programme maturity.
Start with a bounded evidence problem, support an active implementation, or establish a durable intelligence layer across the enterprise.
Foundation
A focused starting point for proving value with a defined body of programme evidence and priority questions.
- Selected project documents and versions
- Evidence-grounded question answering
- Source and decision traceability
- Defined proof-of-value scope
Best for discovery and an initial implementation case
Programme
A connected intelligence layer for teams delivering or optimizing a complex EPR programme.
- Requirements, decisions and workflows
- Interfaces, testing, defects and change
- Authority and supersession controls
- Cross-document impact analysis
Best for active implementation and optimization
Enterprise
A durable evidence and governance capability spanning programmes, teams and potentially multiple EPR environments.
- Multi-programme knowledge structure
- Enterprise governance and continuity
- Private deployment and integration planning
- Scaled adoption and operating model
Best for organization-wide capability
Built by iSBERGDATA
Healthcare understood from several directions.
iSBERGDATA is a Canadian healthcare technology companyworking at the intersection of clinical practice, interoperability, software engineering, security and applied AI.
We are clinician-led, with experience in complex acute-care environments and hands-on technical leadership in healthcare application architecture, provincial certification and integration. Our current work includes project management and lead development responsibilities for Manitoba laboratory, diagnostic imaging and client registry certification activities, alongside Manitoba baseline EMR certification work.
That experience keeps iSBERG Intelligence focused on what implementation teams actually need: precision, traceability, security and practical usefulness.
Clinical perspectiveDirect physician leadership and acute-care experience
Interoperability engineeringHL7, FHIR, secure interfaces, mTLS, APIs and identity
Certification experienceDetailed scenario testing, reconciliation, auditability and edge cases
Applied AI capabilityRetrieval, structured evidence models and private/local LLM infrastructure
Certified technical leadershipFHIR certified and GitHub Certified Agentic AI Developer
Manitoba understandingProvincial services, legacy infrastructure and clinical workflows
Better implementation decisions, made faster—with the evidence to support them.
We are developing iSBERG Intelligence for the people responsible for implementing, optimizing, governing and supporting complex enterprise EPR programmes.
Start a conversation with iSBERG Intelligence