Claim-level citations
Each instructional claim points to a page, section and paragraph in an approved source.
Roadmap
RoadmapGovern · Evidence Graph
Every claim in your training, linked to the passage that supports it
An evidence graph connects each source clause to the objectives, lessons, questions, scenarios and tutor answers that rely on it. Reviewers see why every sentence is there; when a clause changes, you know precisely what it touches.
Illustrative preview of the roadmap workbench · fictional sample data
RoadmapA product direction we are designing toward. Not available today. The workbench shows an interactive preview with illustrative data.
Capabilities
What Evidence Graph does
Unsupported-claim flags
Statements without support are flagged before review, not after release.
Roadmap
Impact in one click
Select a clause and see every lesson, item and answer that depends on it.
Roadmap
Approval trail
Who approved the source and the claim, and when.
Roadmap
Tutor grounding
The governed tutor answers only from claims in the graph.
Roadmap
Exportable evidence
Hand an auditor the claim-to-source map for any release.
Roadmap
How it works
From source to release
STEP 01
Extract claims
Instructional statements are identified in every lesson.
STEP 02
Link evidence
Each is matched to the passage that supports it, or flagged.
STEP 03
Review
Reviewers confirm or fix links in context.
STEP 04
Reuse
Change analysis, tutor answers and audits all read the same graph.
Try it
Interactive preview
A front-end demonstration with fictional data, so you can feel the workflow before it ships. Nothing here touches a real system.
Select a claim to see its support.
Notify Tier 2 within 15 minutes of P1 classification.
Source Incident policy v15 · p.14 · §4.2 ¶1Status Directly supportedUsed by L03 script · Q14 · Scenario 2 · 2 tutor answers
Page the incident commander if Tier 2 doesn't acknowledge in 5 minutes.
Source Runbook §2.1 ¶3Status Directly supportedUsed by L04 script · Q17
Most P1s are resolved within an hour.
Source none foundStatus Unsupported: remove or citeUsed by L01 intro
Depth
Designed for the hard cases
The details that separate a governed system from a generator. All of these are roadmap design, shown so you can judge the direction.
Under the hoodRoadmap
Claims and obligations
Extracts what a source requires, of whom, and under what conditions.
Under the hoodRoadmap
Applicability & criticality
Which roles a rule applies to, and how much it matters if it's wrong.
Under the hoodRoadmap
Authority hierarchy
When sources disagree, the higher authority wins and the conflict is flagged.
Under the hoodRoadmap
Learning BOM
A bill of materials for every course: the sources, versions and approvals inside it.
Under the hoodRoadmap
Coverage graph
Which critical obligations have no lesson or assessment yet.
Under the hoodRoadmap
Proof-carrying releases
Each release ships with the evidence that supports it.
Honest status
What works today, and what is coming
Today
Live today- Drafts are written from your source only, and review notes flag claims to check
On the roadmap
Roadmap- Claim extraction and source linking
- Unsupported-claim flags in review
- Impact view per clause
- Evidence export per release
FAQ
Questions
Is this the same as citations in a chatbot?
It's stricter. Citations are attached to every claim in the course, checked before release, and reused when a source changes, not generated after the fact for one answer.
Does it prove training is correct?
No system can. It makes support visible and reviewable, so experts spend their time on what isn't supported.
Keep exploring
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Governed Tutor
Learners ask questions long after the course ends. The governed tutor answers only from released, approved content,…
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Start with the part that works today
Draft a course from your own document in minutes. The rest of the platform is being built in the open.
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