Question → evidenced answer
Grounded in approved business context
← Products
Governed intelligence layer · BetaRelic Agent
The intelligence layer that validates, evaluates, learns, and improves.
Relic Agent sits above your warehouse, knowledge, tools, and permissions. It validates the business context behind an answer, evaluates response quality, learns from representative questions and reviewed misses, and improves through approved changes to the governed foundation.
More than a warehouse connector
A connector retrieves data. Relic Agent understands what the business means, tests whether an answer deserves trust, and turns reviewed misses into durable, governed improvements.
Inside Relic Agent
One complete screen at a time.
Additional product views can be added to this tour as they become available.
Illustrative product experience · fictional company and demo data
Intelligence · what we layer on top
One business moment becomes intelligence that compounds.
A question, exception, record, or operating event passes through the same governed business context. Relic Agent validates what it means, reasons across approved evidence, and returns a useful answer or next step—with the response captured for evaluation.
Input
FROM THE BUSINESS
An everyday moment
A question, exception, record, or task—captured once, with its operating context.
Context
Business
contextGOVERNED
contextGOVERNED
Intelligence layer
RELICAgentVALIDATES · REASONS
EVIDENCES · RESPONDS
EVIDENCES · RESPONDS
Semantic layerOntologyReviewed historyPermissions
Governed outcomes DECISION SUPPORT RECURRING INTELLIGENCE WORKFLOW ASSISTANCE MANAGEMENT INSIGHT
Exception → accountable owner
The right issue, on the right cadence
Signal → approved next step
Human controls remain in the loop
Pattern → operating review
Shared context instead of competing answers
The Relic evaluation layer
How the intelligence layer learns without giving up control.
Questions are not just requests to answer. They reveal what the organization needs to know, where its business language is incomplete, and which answers require closer review. Relic Agent converts representative questions and observed misses into a governed improvement loop.
RELIC AGENT Evaluation
Layer VALIDATE · EVALUATE
LEARN · IMPROVE
Layer VALIDATE · EVALUATE
LEARN · IMPROVE
Curate real questions
Representative questions and reviewed misses.
Evaluate the response
Correctness, grounding, evidence, and policy fit.
Diagnose the gap
Data, definition, retrieval, freshness, or permissions.
Approve the improvement
Versioned changes with deliberate human review.
Re-test and compound
Regression cases prove quality improves over time.
GOVERNED LOOPNothing changes silently. Every improvement is reviewed, versioned, and re-tested.
Inside the product
Evaluation you can inspect—not a black box.
Representative questions become scored cases, diagnosed gaps, approved changes, and passing regressions. The loop above becomes an operational discipline your team can see and govern.
RELIC AGENT
EVALUATION LAYERJUNIPER RIDGE · GOVERNEDEVALUATION CASES128+14 this month
PASS RATE94.6%↑ 6.2 points
OPEN GAPS073 need review
REGRESSIONS00Current release
Why did service margin fall last week?
Representative operating question · reviewed miss
Which accounts require follow-up?
Recurring leadership question
Where is stock below cover?
Approved regression case
OBSERVED RESPONSE
Service margin declined primarily in the West region...
Semantic correctness92
Numeric grounding88
Evidence coverage64
Policy fit100
ROOT CAUSE
Missing service-cost definition
The semantic layer excludes subcontractor travel from the regional cost view.
DEFINITIONSEMANTICPROPOSED IMPROVEMENT
direct labor + parts
direct labor + parts + subcontractor travel
01 CURATE02 EVALUATE03 DIAGNOSE04 APPROVE05 RE-TEST↻ QUALITY COMPOUNDS
THE COMPOUNDING ADVANTAGE
Approved questions and observed misses become durable regression cases. Each reviewed improvement strengthens future answers, recurring Pages, and every workflow that uses the same governed context—without silently rewriting business truth.
One governed workspace
From “what needs attention?” to finished work.
The workspace stays simple for the person using it. Governance, evaluation, approved context, and access controls remain active underneath every surface.
RELIC AGENT
ONE GOVERNED WORKSPACE ROLE AWARE · LIVE MORNING RADAR
GENERATED 7:30 AM3 items deserve attention
Confirm inventory exposure
ACTDemand moved while two priority items fell below cover.
Conversion recovered
WATCHDigital performance returned above the four-week baseline.
West region needs follow-up
WATCHRevenue improved, but margin remains below plan.
Product and ownership boundary
Your business language is yours. The operating product is Relic’s.
Relic’s service team helps build the business-specific foundation. Relic Agent is the licensed SaaS product that governs, evaluates, and operationalizes it across the app and MCP-compatible connections.
CLIENT-OWNED FOUNDATION
Built with you. Owned by you.
- Ontology and business concepts
- Taxonomy and classification systems
- Semantic layer, metrics, and definitions
- Source mappings, business rules, and approved context
- Organization-specific questions, labels, and acceptance criteria
Relic consulting can design, document, and improve these assets with your team. They remain portable client IP.
LICENSED RELIC PRODUCT
Relic Agent SaaS
- Governed workspace and connected-agent experience
- Question and response evaluation engine
- Evaluation contracts, scoring, and regression workflows
- Role-aware access, telemetry, versioning, and controls
- Recurring intelligence, Pages, catalog access, and agent runtime
The product is licensed from Relic; licensing does not transfer ownership of the business knowledge it operates on.
Governance by design
Useful because it knows the business. Trusted because it respects the boundary.
Every request passes through four governed checks before it becomes an answer or action.
01BOUNDARY
Tenant isolated
Each organization’s context and operating data remain separated.
ORGANIZATION BOUNDARY✓02IDENTITY
Role aware
Access follows the user, organization, and approved surface.
IDENTITY + ENTITLEMENT✓03EVIDENCE
Traceable
Outputs retain source, freshness, evidence, and version context.
EVIDENCE + RELEASE✓04CONTROL
Human controlled
Publishing, activation, and sensitive workflows keep deliberate review points.
APPROVAL GATE✓GOVERNED REQUEST→APPROVED CONTEXT→TRACEABLE ANSWER→CONTROLLED ACTION
See the flywheel in your context