AI Knowledge Governance
for Verified Expert Memory.
DebriefCore captures expert knowledge, structures it with Nova, routes it through human review, and preserves it as approved organizational memory. Voice-aware, audit-ready, and built for high-skill teams that cannot afford AI hallucinations.
Available in English and Spanish for capture and draft workflows.
- Mode
- Instructor
- Status
- Draft — Human Review Required
- Source
- Lesson Debrief
- Reviewer
- Pending
Key observations
- Stabilized approaches improving
- Crosswind flare needs review
- Next lesson: pattern work + go-around criteria
Approval chain
Sample debrief record — not real customer, student, or company data.
Different skilled teams. One disciplined review workflow.
Built for skilled teams that cannot afford AI hallucinations — jobs that lean on human judgment, field experience, and safety awareness. Each organization's knowledge is captured, reviewed, approved, and briefed by Nova separately.
Skilled Trades
Plumbing, electrical, HVAC, construction, and facilities teams preserve field lessons, troubleshooting steps, and apprentice knowledge before experience walks out the door.
Field Operations
Capture what actually happened on-site, document decisions, and turn real-world experience into reviewed knowledge.
IT & Technical Operations
IT, network, and wireless teams preserve troubleshooting knowledge, outage lessons, configuration decisions, and repeatable procedures.
Aviation & Training
Flight instructors, aviation teams, and trainers capture lessons from instruction, safety events, student progress, and operational debriefs.
Maintenance & Field Service
Maintenance and repair teams capture equipment lessons, recurring failures, repair steps, inspection notes, and field-tested fixes.
Safety & Crew Operations
Safety teams, crews, and supervisors turn debriefs, near misses, incidents, and shift lessons into reviewed organizational memory.
AI drafts. Humans approve. Nova briefs.
Your AI should not guess. Without governed knowledge, that is exactly what it does.
Most AI tools answer from whatever they can find. DebriefCore is different — expert knowledge gets captured, reviewed, approved, and assigned an owner before Nova answers from it. No raw AI notes pretending to be policy.
Lessons disappear
What is learned on a shift, flight, repair, or training event often stays in the moment.
Handoffs drift
Every expert hands off differently, so the same lesson can become inconsistent over time.
Knowledge stays personal
Hard-won judgment lives inside people instead of becoming organization-owned knowledge.
A controlled path from debrief to approved knowledge.
Every capture moves through the same disciplined chain — draft first, review always, and nothing becomes official without a qualified human in the loop.
Capture
Guided prompts collect what happened and what should be remembered.
Draft
DebriefCore organizes the debrief into structured draft outputs.
Review
A qualified person checks, edits, and approves the draft.
Approve
Only reviewed outputs move forward as approved knowledge.
Preserve
Approved lessons become searchable and reusable beyond one memory.
Deliver
Context Packs prepare the right knowledge for the right role.
Choose your debrief room.
Each room is structured around how a professional team captures, reviews, and preserves lessons from real work.
Mentor Debrief Room
Skilled Trades & Field Service
Capture senior technician knowledge, troubleshooting lessons, job-site notes, and apprentice coaching.
Example outputs
SOP draft · Job summary · Apprentice guide
Instructor Debrief Room
Flight Schools & Aviation Training
Capture lesson debriefs, student progress, instructor handoffs, and checkride readiness concerns.
Example outputs
Lesson summary · Instructor handoff · Study focus
Maintenance Debrief Room
Aviation Maintenance
Capture discrepancies, inspections, repairs, recurring faults, and mechanic-to-mechanic handoffs.
Example outputs
Troubleshooting checklist · Maintenance handoff
Crew Training Room
Airlines & Simulator Centers
Capture recurrent training debriefs, CRM observations, checklist discipline, and scenario improvement notes.
Example outputs
Crew debrief · Scenario improvement note
On the roadmap
Safety Review Room
Safety & Training Programs
Standardize safety lessons, risk themes, communication breakdowns, and training gaps.
Example outputs
Risk theme · Safety lesson · Training gap summary
On the roadmap
Built for trust before scale.
DebriefCore is designed around draft-only outputs, organization-scoped access, human review, and a roadmap toward recognized security, privacy, and safety best practices.
View Security & TrustDraft until approved
Generated outputs stay as drafts until a qualified human reviews and approves them.
Organization-owned knowledge
Workspaces are designed around organization-scoped access and reviewed knowledge ownership.
No anonymous generation
Anonymous visitors can view sample data, but they cannot create real outputs.
Built toward trust
Security, privacy, and safety practices are treated as part of the product foundation.
Knowledge stays current
Set review cycles, flag stale articles, and track every governance action — approved knowledge doesn't have to drift.
Built for teams where wrong answers are not acceptable.
Generic AI can summarize anything. DebriefCore is different. It helps your team capture expert knowledge, review it, approve it, assign ownership, track risk, and answer only from what your organization has verified. Every AI-generated output remains a draft until an authorized human approves it — with role-based permissions, review workflows, revision history, audit logging, and stale-knowledge checks built in.
Human-approved knowledge capture
Every AI-generated output stays a draft until a qualified human reviews and approves it. No auto-approval.
Five-stage AI review pipeline
Every draft passes through Quality Review, Evidence Verification, Safety and Risk, Governance Routing, and a final Meta Review before a human ever sees it — narrowing what reviewers need to check, never replacing their approval.
Built for multi-user review
Role-based access (owner, admin, reviewer, contributor, viewer) controls who can capture, review, approve, and read knowledge.
Governed knowledge lifecycle
Review dates, criticality, ownership, and governance status keep approved knowledge current and accountable.
Revision history and audit trails
Every approval, edit, stale-marking, and governance change is recorded with who acted, what changed, and when.
Keep approved knowledge current
Daily automated stale-knowledge checks flag overdue articles so teams always know what needs review.
Nova briefs your team from approved knowledge — only.
Once knowledge is approved, Nova puts it to work. DebriefCore's intelligence layer answers from your governed organizational memory only — showing its sources, preparing decision briefs, red-teaming what you know, and surfacing the gaps before they reach the field. It does not answer from unapproved content, and it tells you what it does not know.
Approved-only answers
Nova answers only from knowledge your team has reviewed and approved. If it is not approved, Nova will not state it as fact.
Proof Mode
Every answer can show the exact approved sources it used — with confidence, source ownership, and review dates — so people can verify, not just trust.
Decision Brief
On request, Nova returns a structured recommendation, rationale, risks, and next action — grounded in approved knowledge, as a draft to inform a human decision.
Red Team Review
Ask Nova to challenge your approved knowledge and surface risks and gaps before they cost you in the field.
Knowledge Gap Autopilot
When there is no approved answer, Nova surfaces a knowledge gap to capture — instead of guessing.
Daily briefing
Nova greets leaders with the real numbers from their workspace — unowned, stale, and high-risk knowledge — drawn from actual data, never invented gauges.
Frequently asked
What people ask
What is DebriefCore?
DebriefCore is a human-reviewed knowledge capture platform for skilled teams. It helps you capture lessons from real work, turn them into structured drafts, review and approve them, and preserve them for future jobs, training, handoffs, and operations.
Is DebriefCore just another AI chatbot?
No. DebriefCore isn't built to replace experts — it's built to preserve their knowledge. AI helps create structured drafts, but nothing becomes official until a qualified human reviews and approves it.
Can users upload photos, and are they analyzed by AI?
You can attach reference photos to support the record and help the reviewer with context. Reference photos are for review only — they are not sent to any AI model.
Does the AI approve the knowledge?
No. AI only helps draft and organize the information. Approval belongs to a qualified human reviewer — there is no auto-approval anywhere in the product. AI drafts. Humans approve.
Is DebriefCore replacing trainers, instructors, or senior technicians?
No — it supports them. It preserves what experienced people know so teams can train faster and avoid repeating mistakes. The expert stays the final authority.
Is DebriefCore bilingual?
Yes — end to end. A Spanish-speaking team member can capture a lesson in Spanish, and an English-speaking manager, specialist, or instructor can review and approve it in English (and vice versa). Knowledge stops getting trapped by language.
Is there a free plan?
No. DebriefCore doesn't offer a free plan — every plan starts with a 14-day free trial so you can try it risk-free.
What plans are available?
Team for small teams capturing and governing expert knowledge (up to 5 users, $199/mo or $1,990/yr), Operations for the full governed intelligence layer with Nova Boardroom (up to 10 users, $799/mo or $7,990/yr), and Enterprise Control (custom, from around $2,500/mo) for larger or regulated teams. Every paid plan starts with a 14-day free trial.
Don't let expert knowledge walk out the door — or let AI guess where it went.
Capture what your experts know. Review it. Approve it. Let Nova brief from approved knowledge only — not from guesses, summaries, or raw AI notes.