Keep Training and Curriculum Content Accurate.
Change Happens. Knowledge Keeps Up.
Enterprise training content drifts out of sync every time a product ships, a policy updates, or a process changes. Continuity Intelligence detects that drift automatically — and generates AI-assisted updates for human review.
See what's out of date in your training content.
Trusted by teams at
Your training content is always one change behind.
Product updates ship. Courses don't follow.
Policies change. Certifications stay stale.
Audits surface the gap no one saw coming.
Content doesn't just age. It piles up.
Outdated
names the old price, the old policy, the workflow you retired
Duplicate
three versions of the same course, none of them owned
Broken
dead links, missing media, tools you already sunset
Unowned
nobody's name on it, nobody updating it
Compliance-risky
out of step with the regulation it was built for
Every one of these quietly teaches people the wrong thing.
WHAT WE DO
We don't build your training. We keep it accurate.
Continuity Intelligence is not a course builder, a hosting platform, or a content generator. It sits across the training you already have, continuously audits its health, and shows you what has drifted and what to fix first. Think of it like tech debt tracking, but for learning content.
How It Works
Five steps from drift to done.
Scan your training content
CI continuously compares your deployed courses, KB articles, and job aids against your source of truth.
Drift is detected and flagged
Every gap between what you published and what's currently true surfaces as a prioritized alert.
AI agents draft the updates
Revised content is generated automatically — course copies, KB articles, narration scripts.
Your team reviews and approves
Changes route into your existing workflow in Slack, Teams, or your LMS. One click to approve.
Updates sync back across your stack
Approved content is republished to Docebo, Confluence, Zendesk — wherever it lives.
Want to see steps 1–3 in action on your own content?
Get Your Free Drift Report →Who It's For
Built for your team.
Instructional Designers
You're the last person to hear about a product update — and by then, three courses are already wrong.
Get a prioritized drift list with AI-drafted revisions ready for your editorial review.
Details →
L&D Leaders
Your content library has hundreds of courses, but no system watching them for accuracy.
Real-time portfolio health visibility across every course, audience, and compliance requirement.
Details →
Customer Education
Stale customer training creates support tickets, not confident customers.
Monitor customer-facing content and catch drift before it becomes a churn risk.
Details →
Content Strategists
You own the content roadmap, but you can't see which published assets have silently gone stale.
A living accuracy map of every asset so you can prioritize refreshes by impact, not guesswork.
Details →
Sales Enablement
Your reps are certified on messaging that was updated two quarters ago.
Keep enablement content in sync with product releases so reps are on-message from day one.
Details →
Education Services
Your customers pay for training that's accurate. When product updates outpace your course catalog, renewal rates drop and support tickets spike.
Keep every client's courses, certifications, and learning paths accurate at scale — without chasing down product updates yourself.
Details →
60–70%
of revision time spent identifying what changed — not fixing it
Source: Enterprise L&D benchmarking data
3–6 mo
average gap between policy change and training update
Source: Brandon Hall Group research
$1M+
potential compliance exposure from outdated training content
Source: Deloitte compliance risk analysis
Why it matters more now
Your content doesn't just train people anymore. It trains the AI.
Outdated content doesn't only mislead your team. Every AI agent and copilot that reads your knowledge learns from the same stale source, and repeats the same wrong answers at scale. When your source of truth drifts, the error spreads everywhere downstream, to people and machines alike. Keeping content current stopped being a training chore. It became a data-quality problem the whole business inherits.
Integrations
Works where you already work.
+ Slack, Teams, Notion, Gainsight, WellSaid Labs, and more via API
Use Cases
Where teams use Continuity Intelligence
One source of truth. Content that keeps up with every change.
New Curriculum QA
A course ships with the old product name or a screenshot from two versions ago. Now it's live and learners are confused. CI checks every claim and visual against your current source of truth before launch, so it's accurate on day one.
Ship it right the first time.
Legacy Content Cleanup
Every team has courses nobody has touched in years. You know some of it is wrong, just not which parts. CI scans the whole library and ranks what's outdated by severity, so you get a work queue instead of a wall of "review everything."
Turn someday into a queue you can clear.
Continuity Across Every Format
The same fact lives in a SCORM module, a microlearning card, a video script, a KB article, and a gamified scenario. The product changes once and five formats disagree. CI watches every format against one source of truth and drafts the fix for each.
One source of truth. Every format in sync.
LMS Migration
Moving platforms drags every broken link and outdated course along with it. CI scans the source library first and gives you a ranked list of what to fix, so you migrate a verified library instead of a mess.
Don't pay to move broken content.
Product Launch Sync
Engineering ships a feature or renames something and training is the last to know. CI catches the gap between what changed and what your content says, then drafts the updates.
Training that ships as fast as the product.
Rebrands, Renames & Positioning Shifts
A new name, updated terminology, or a reframed value proposition means your content is out of sync before the launch deck is even done. CI finds every instance of the old name, outdated framing, and stale positioning across every format, so you see the full blast radius and draft the updates in one pass.
New positioning everywhere, not just in the rebrand deck.
Post-Merger Consolidation
Two companies become one. Two libraries, two sets of terminology, half of it contradictory. CI scans both against the new combined source of truth, surfaces the conflicts and duplicates, and drafts a reconciled version.
Merge two stacks without merging two sets of mistakes.
Localization at Scale
You update the English source and the fifteen translations have no idea. CI tracks the source of truth and flags every localized version that fell out of step, so re-translation happens only where it's needed.
Update once. Keep every language aligned.
Compliance and Regulatory Updates
A rule changes and your training still teaches the old one. CI monitors continuously and logs every change with a dated, versioned audit trail, then drafts the correction.
Prove your training is current, with the paper trail to back it.
Bonus
Your AI's Source of Truth
Your team feeds content into copilots and chatbots. If the source is stale, the AI teaches the wrong thing confidently at scale. CI keeps your source of truth accurate so people and models both get the right answer.
Don't let outdated content train your AI to be wrong.
What You Get
What Your Drift Report Includes
Content Accuracy Score
A 0-100 drift score showing how far your deployed content has drifted from the source of truth.
Specific Discrepancies
Line-by-line identification of outdated terminology, wrong steps, missing features, and stale policy references.
Prioritized Fix List
Every discrepancy ranked by severity and business impact so you know exactly where to start.
Your content is drifting right now. Let's prove it.
Paste a URL. Get a drift report. See exactly what's out of date — free.
Not ready to scan a URL?