Sensitive HR caseInvestigation in progress
CASE HR-042Workplace harassment
Sources48
Interviews7
Events27
Contradictions5
Established 7To confirm 9Contradictory 5
The investigation platform for sensitive matters and complex cases
Sensitive matters
are not simply managed.
They are investigated.
LucenOne turns a report, referral or investigation into a controlled case: facts, people, evidence, interviews, timeline, contradictions and decisions remain connected, verifiable and source-backed.
Sources stay visibleMultimodalMultilingualHuman validation
Evidence #17HR meeting record2 relevant passages
Interview T2Direct witness1 point to examine
Timeline5 connected eventsJanuary → March
ContradictionMeeting attendanceNeeds investigation
Who it is for · what it helps establish
For teams that must establish what actually happened.
Harassment, discrimination, fraud, corruption, conflicts of interest, internal investigations, journalism or complex public inquiries: LucenOne brings facts, people, sources and reasoning into one traceable investigation.
See how LucenOne analyzes evidenceHR & employee relationsHarassment, discrimination, disciplinary matters, health and safety, and sensitive workplace situations.Ethics, compliance & auditReports, fraud, corruption, conflicts of interest, controls and internal investigations.Legal teams & law firmsSensitive cases, disputes, internal investigations and reasoning that must be documented.Specialist investigatorsPrivate investigators, forensic teams and specialist fact-finding units.Journalists & mediaDocument-led investigations, multiple sources, timelines, contradictions and verification.Institutions & inquiry commissionsParliamentary, European, administrative and other complex public-interest inquiries.
HarassmentDiscriminationFraudConflicts of interestCorruptionInternal investigationInvestigationPublic inquiry
The LucenOne investigation flow
A case is not a sequence of screens.
It is a reality to reconstruct.
An intake becomes a case, sources are protected, facts are connected, versions are confronted, interviews enrich the investigation and every decision remains linked to the path that produced it.
Every step leaves a trace.Every divergence becomes an investigation point.Every final decision remains human.
The living case
The entire case becomes navigable.
A fact, person, date or interview sentence is never isolated. LucenOne reconnects context so investigators can see what matters and return to the exact source.
Case mapRelationship view
Workplace
harassmentHR-042 case
harassmentHR-042 case
IsolationAllegation
Meetings5 events
Manager6 elements
Witness AInterview
TeamsSource
Performance reviewHR document
Multimodal by design
Anything can become a source.
Nothing becomes truth by default.
Documents, email, spreadsheets, images, audio, video and interviews enter the same investigation. LucenOne surfaces what deserves attention while preserving the path back to the exact source.
DocumentHR procedure · PDF
EmailTeam exchange
SpreadsheetSchedule history
ImageField observation
AudioRecorded interview
VideoContextualized sequence
LucenOneContextual analysis
HR · harassmentHealth & safetyFraud & complianceAudit & controls
Contradictions
A divergence is not a detail.
It is a line of inquiry.
LucenOne never forces two accounts into artificial consistency. It places them side by side, retrieves the sources that may clarify them and makes visible what still needs to be resolved.
Factual and temporal contradictionsStatement versus evidenceChanges in the same person’s account
Point to investigateAttendance at team meetings3 connected sources
SOURCE A · INTERVIEW
“Since January, I have no longer been invited to meetings where decisions are made.”Person concerned · Feb 20 · 09:14
≠
SOURCE B · INTERVIEW
“She has always been invited to the team meetings.”Manager · Feb 22 · 14:06
SOURCE C · SHARED CALENDAR5 meetings identified · 3 with no invitation found
Partially documentedContext-aware interview
An interview never starts from zero.
The case remains present during the interview: timeline, evidence, contradictions and previous answers can inform the next questions without leaving the authorized case context.
Interview in progress
Witness A · 26:14When did you first notice a change in participation in the meetings?
After the January 12 meeting. After that, she was present much less often.
Source-backed intelligence
A conclusion without a source
is not a conclusion.
LucenOne distinguishes what is established, corroborated, uncertain or contradictory. At any time, the user can trace a conclusion back to the exact passage that supports it.
EstablishedCorroboratedUncertainContradictory
Source #31Shared calendar3 invitations absent
Source #22Teams exchange“I did not receive the link”
Interview T1Person concernedPassage 09:14
Sources, corrections and validations remain traceable.
From investigation to deliverable
Investigating is not accumulating.
It is being able to conclude.
Timeline, findings, sources, resolved or unresolved contradictions and validations converge into a deliverable that can be reviewed, explained and defended.
Explore the full cycleTimelineFindingsSourcesConclusions
Sensitive HR matter — HR-042
Validated finding
Every retained element remains connected to the sources used.
Organizational oversight
Understand a case.
Steer an organization.
Beyond an individual investigation, LucenOne can make portfolio maturity, recurring patterns, concentrations by entity and issues requiring collective attention visible without exposing one case inside another.
Sensitive-matter trend
Concentration by entity
Multi-entity · multilingual · contextual
One organization.
Contexts that are never exactly the same.
User language, source language, local framework, group policy and access rights can vary without breaking the consistency of the investigation.
FR · EN · DE interface and multilingual sourcesDistinct entities, countries and scopesLocal and group-level frameworks
Selyndor Group13 entities · 8 countries
FRDEUAMGApplicable frameworkGroup + entity + countryContextual version
Security by design
Evidence is sensitive before it is useful.
LucenOne ingestion is designed so an untrusted file cannot become a system instruction or an uncontrolled entry point. The original remains intact; analysis works on controlled derivatives.
Every file enters through a controlled route.
Files and active content are treated as untrusted until applicable controls qualify them.
The architecture provides inspection, isolation and security verdicts before deeper use.
The source file remains intact and traceable.
Formats are normalized without altering the original evidence.
Content is processed as untrusted data inside a controlled context.
Fine-grained authorization, role separation and need-to-know access.
Views, corrections, validations and decisions remain auditable.
Suggestions remain reviewable, correctable and subject to user validation.
An architecture designed for sensitive cases and complex organizations.
Security protects the platform. Governance protects the case.The same protection principles apply regardless of the intake channel.
See the trust architectureLUCENONE · WHITE PAPERTHE ART OF INVESTIGATINGSENSITIVE CASES
A contemporary method for investigating, deciding and reporting.
Method before tool
Expertise that remains useful
before the demo ever starts.
Our white papers start with professional problems: conducting an interview, qualifying a contradiction, assessing what is established, protecting people and defending a decision.
The decision
A sensitive decision must withstand one simple question:
“What is this based on?”
LucenOne keeps the answer connected: the retained facts, sources, accounts, contradictions, validations and the path that led to the decision.
AI proposes. Sources remain visible. Humans decide.