Solutions · Use Cases
Find the security or AI decision blocking your team
A curated HEOSSI portfolio: 25 QNSI scenarios for cryptographic migration, 25 BEE scenarios for specialist evidence-grounded intelligence, and 25 SAAR scenarios covering each of its 25 enterprise domains. Each entry leads to the source of record: the QNSI, BEE and SAAR libraries.
Scenario portfolio
- 25
- QNSI cases
- 25
- BEE cases
- 25
- SAAR cases
- 75
- Curated here
Of 100 in the QNSI library
Of 100 in the BEE library
One per enterprise domain
100 on each product
Each entry links to its canonical source.
Cryptographic infrastructure
QNSI use cases
25 representative decisions from QNSI’s 100-case post-quantum migration library.
- Banking & paymentsAssemble cryptographic evidence for a bank cyber-incident materiality decisionMateriality and regulator clocks run while responders reconcile key logs, service ownership, data classifications, and contradictory timestamps from separate teams. Decision: What cryptographic assets, data paths, and business services were affected, and when was that known?Open on QNSI
- Digital assets & fintechPreserve authenticity of stablecoin reserve and reconciliation reportsReserve, bank, ledger, and attestation files move through spreadsheets, object stores, and external firms where filenames and access logs do not establish content authenticity. Decision: Can a reviewer prove which system produced each reserve snapshot and whether the file changed after approval?Open on QNSI
- Insurance & asset managementReplace a PQC underwriting checkbox with measurable evidenceQuestionnaires ask whether a company is quantum-ready but rarely capture asset coverage, unsupported dependencies, tested migrations, or accountable exceptions. Decision: Has the applicant identified material cryptographic exposure and funded a credible transition, or only adopted a policy statement?Open on QNSI
- Healthcare providersDetermine cryptographic scope during a healthcare breachEncryption status is often inferred from platform configuration even when exports, caches, backups, or accessible keys change the real exposure. Decision: Was compromised ePHI actually protected, were relevant keys exposed, and which records fall inside the incident boundary?Open on QNSI
- Medical devicesBuild the cryptography section of a medical-device premarket fileAlgorithm lists and architecture diagrams fail review when they omit key generation, update, recovery, certificate, third-party, and lifecycle evidence. Decision: Is every cryptographic claim connected to a design requirement, implementation, verification result, and residual risk?Open on QNSI
- Pharma & life sciencesProve provenance of transformed regulated laboratory recordsMiddleware transformations can alter format or metadata without a durable cryptographic link to the raw record and approved software version. Decision: Can an inspector follow a result from instrument output through parsing, normalization, review, and final report?Open on QNSI
- GovernmentTransition cryptographic trust across an interagency APIAn API can be technically upgraded yet remain unusable because partner agencies depend on different certificate authorities, gateways, release cycles, and authorization packages. Decision: Which agency owns issuer trust, version negotiation, revocation, and failure response when algorithms change?Open on QNSI
- Defense & national securityChallenge a defense supplier's cryptographic assurance claimsStatements such as quantum-safe or FIPS validated can blur the product, module, firmware, operation, certificate owner, and deployed configuration. Decision: Which supplier claims are independently evidenced, configuration-specific, inherited, or still unqualified?Open on QNSI
- Cloud & data centresPrepare incident evidence for a Singapore foundational digital infrastructure operatorA control-plane or key-service incident can affect many tenants, while evidence is fragmented across infrastructure, managed-service, and customer teams. Decision: Can the operator rapidly identify affected cryptographic services, supplied functions, customers, and containment actions?Open on QNSI
- Software & SaaSFind hidden cryptography in a SaaS dependency graphSBOM package names do not reliably reveal certificates, protocol defaults, bundled providers, transitive crypto libraries, or runtime configuration. Decision: Which libraries, runtimes, services, and managed dependencies will block a cryptographic transition?Open on QNSI
- TelecommunicationsVerify network-function software before carrier rolloutImages pass through vendor portals, integrators, registries, and staging systems where a checksum copied beside the file is weak provenance. Decision: Does the candidate image originate from the approved vendor build and match the tested configuration?Open on QNSI
- Energy & electric gridConstrain supplier remote-access trust in electric operationsEmergency vendor accounts and shared support certificates persist across substations and generation sites after the original work ends. Decision: Which supplier identity can reach which asset, for what task, using which credential and approval?Open on QNSI
- Oil, gas & pipelinesProduce a pipeline cyber-incident evidence pack during operationsResponders must join corporate identity, vendor access, SCADA, field device, and key-management evidence without disrupting safety-critical operations. Decision: Which operational assets and cryptographic controls were affected, and what containment is safe while product continues to move?Open on QNSI
- Water & wastewaterExpire vendor cryptographic access after water-system maintenanceIntegrators need rapid support access, but reusable certificates and shared VPN accounts remain active across multiple facilities. Decision: Does each vendor credential terminate when the approved service task ends?Open on QNSI
- ManufacturingFind certificate concentration across an OEM supplier networkComponent reviews are organized by part number, hiding shared trust infrastructure that can affect many models and plants at once. Decision: Which products and factories depend on a supplier root, signing service, or unsupported crypto library?Open on QNSI
- Automotive & mobilityTrace cryptographic evidence through automotive tier suppliersOEM evidence breaks across tier-one modules, tier-two firmware, open-source libraries, and manufacturing provisioning. Decision: Which supplier component introduces each algorithm, key, certificate, or software signer into the vehicle?Open on QNSI
- Maritime & portsPreserve signature provenance for electronic cargo documentsBills, manifests, releases, and customs messages pass through carriers, banks, ports, agents, and platforms with different identity and archive systems. Decision: Can parties prove who issued, endorsed, transformed, and presented each cargo record?Open on QNSI
- AviationModernize identity trust across an airline partner ecosystemOperational access spans employers and airports, while shared accounts and long-lived federation keys weaken revocation and attribution. Decision: How can crew, ground handlers, alliance partners, and contractors authenticate without permanent overbroad federation?Open on QNSI
- Rail & public transitTime-bound supplier remote diagnostics for rolling stockShared vendor certificates and persistent tunnels can outlive faults, contracts, staff, and fleet ownership. Decision: Can a supplier diagnose one fleet subsystem without retaining access to other trains or depots?Open on QNSI
- IoT & smart citiesAlign IoT cryptographic support with the promised support periodA support promise can exceed certificate validity, cloud dependencies, component maintenance, and the device's ability to adopt safer algorithms. Decision: Can the manufacturer maintain keys, certificates, libraries, and update trust for the whole declared support period?Open on QNSI
- Education & researchAuthenticate data from shared scientific instrumentsShared facilities export files through vendor workstations and removable media that do not preserve trustworthy machine or session identity. Decision: Can a result be attributed to the correct instrument, configuration, operator, and acquisition session?Open on QNSI
- Legal & professional servicesSign forensic evidence at every custody handoffCase tools record audit events but exports and inter-firm transfers can detach evidence hashes from identity, method, and custody context. Decision: Can every acquisition, copy, analysis, export, and transfer be linked to an authorized actor and unchanged content?Open on QNSI
- Retail & ecommerceContain seller-app credentials in an ecommerce marketplaceBroad API tokens and shared integration secrets turn a single plugin compromise into cross-merchant exposure. Decision: Can one compromised seller application be prevented from reading other merchants, orders, payouts, or customer data?Open on QNSI
- Media & digital contentRotate streaming distribution keys without blacking out licensed audiencesMultiple DRM systems, device generations, regions, and distribution partners create long overlap windows and orphaned keys. Decision: Can origin, CDN, packager, player, and partner trust change within rights and availability constraints?Open on QNSI
- AI & data platformsGovern credentials used by autonomous AI agentsLong-lived API keys and shared service accounts let an agent's prompt or plugin compromise become broad infrastructure access. Decision: Which agent instance may call which tool, with what credential, data boundary, and expiration?Open on QNSI
Private AI workspaces
Bee use cases
25 representative workflows from Bee’s 100-case private, evidence-grounded AI library.
- Banking & capital marketsTurn KYC exception files into a reviewable structured decision queueGive compliance reviewers a bounded queue with cited source passages, explicit exceptions, and a retained approval trail.Open on Bee
- InsuranceAnswer questions across policy wordings and endorsements with traceable citationsResolve coverage questions against the controlling policy text without hiding conflicting versions or unsupported conclusions.Open on Bee
- HealthcareTurn prior-authorisation packets into a reviewable structured decision queueExtract the decision facts while keeping clinical judgement, source provenance, and human approval visible.Open on Bee
- Life sciencesReconcile the complete history of research notebooks and analyses before actingSurface contradictory observations and protocol changes before a scientist or quality owner accepts a conclusion.Open on Bee
- LegalAnswer questions across discovery productions with traceable citationsNavigate large matter records while retaining document-level citations, access boundaries, and counsel review.Open on Bee
- Accounting & auditReconcile the complete history of inspection findings and remediation before actingConnect findings, owner responses, evidence, and reopenings so closure decisions are not based on the latest note alone.Open on Bee
- GovernmentOperate a bounded agent over tender evaluation records without surrendering approvalAutomate permitted preparation steps while preserving procurement controls, segregation of duties, and accountable sign-off.Open on Bee
- DefenseAnswer questions across mission briefing corpora with traceable citationsSupport time-sensitive analysis without collapsing classification boundaries or presenting generated text as authoritative evidence.Open on Bee
- Software engineeringOperate a bounded agent over security finding remediation without surrendering approvalPrepare and validate fixes within repository policy while leaving merge, deployment, and exception decisions to named owners.Open on Bee
- CybersecurityOperate a bounded agent over threat-report corpora without surrendering approvalEnrich and route intelligence under tool and data constraints without allowing autonomous containment or disclosure.Open on Bee
- ManufacturingReview visual and recorded evidence alongside maintenance work ordersCompare images, readings, and technician notes before recommending a maintenance action or equipment release.Open on Bee
- Energy & utilitiesReconcile the complete history of storm response logs before actingBring fragmented field updates into one evidence trail without overriding dispatch authority or safety procedures.Open on Bee
- TelecommunicationsReconcile the complete history of vendor release evidence before actingExpose dependency changes, unresolved defects, and approval gaps before a network rollout decision.Open on Bee
- Retail & ecommerceTurn customer support conversations into a reviewable structured decision queueClassify disputes and obligations consistently while protecting customer data and retaining human escalation.Open on Bee
- Logistics & supply chainReview visual and recorded evidence alongside supplier continuity assessmentsCombine facility evidence, shipment records, and supplier statements before sourcing or continuity decisions.Open on Bee
- Media & publishingReview visual and recorded evidence alongside moderation appealsEvaluate the full appealed context while keeping policy references, uncertainty, and final editorial judgement visible.Open on Bee
- Education & researchAnswer questions across course and assessment corpora with traceable citationsHelp staff and learners find controlling material without fabricating sources or silently crossing access boundaries.Open on Bee
- Human resourcesTurn employee policy questions into a reviewable structured decision queueRoute sensitive requests with cited policy context while reserving employment decisions for authorised people.Open on Bee
- Professional servicesAnswer questions across engagement evidence rooms with traceable citationsAccelerate client delivery while respecting matter isolation, source authority, and reviewer accountability.Open on Bee
- Startups & SMBReconcile the complete history of operating procedure libraries before actingIdentify stale or conflicting instructions before a small team automates a consequential operational task.Open on Bee
- Banking & capital marketsOperate a bounded agent over trade-surveillance alerts without surrendering approvalEnrich and prioritise alerts while keeping disposition, regulatory escalation, and model exceptions human-controlled.Open on Bee
- HealthcareAnswer questions across clinical policy libraries with traceable citationsReturn the applicable policy passage and version while distinguishing retrieval support from clinical advice.Open on Bee
- Software engineeringAnswer questions across repository-wide change analysis with traceable citationsTrace behaviour across code, tests, and architecture records instead of generating an uncited patch from a partial file.Open on Bee
- CybersecurityReconcile the complete history of detection rule backlogs before actingConnect tuning history, incidents, exceptions, and telemetry gaps before changing a production detection.Open on Bee
- GovernmentAnswer questions across consultation submissions with traceable citationsSummarise public input without erasing minority positions, source attribution, or the policy owner's judgement.Open on Bee
Byte-exact compression
SAAR use cases
25 representative scenarios, one from each of SAAR's 25 enterprise domains, drawn from its 100-case catalogue.
- Banking & paymentsKeep NIST known-answer validation corpora intact for cryptographic release gatesKnown-answer test files are small in count but must remain byte-identical forever: a regenerated corpus proves nothing about the release that was actually shipped.Open on SAAR
- Insurance & actuarialKeep claims evidence exact for reopened claims and regulatory reviewClaims evidence mixes scanned documents, photographs and system exports; a reopened claim is judged against the file as it stood.Open on SAAR
- Capital markets & tradingPreserve order-book captures for exact market replaySurveillance and best-execution reviews depend on replaying the market as it was, but captures are large and retention is usually cut first.Open on SAAR
- Digital assets & blockchainKeep ledger snapshots restorable to the exact state a proof was made againstSnapshots are large and quickly superseded; teams keep only the newest, so older proofs cannot be re-verified locally.Open on SAAR
- Government & public recordsKeep case files complete and exact for statutory retentionCase files mix documents, correspondence and system exports; retention schedules are far longer than any single platform's life.Open on SAAR
- Defence & national securityHold post-quantum test vectors on disconnected estatesDisconnected sites cannot pull vectors on demand, so they keep local copies that are costly to store and awkward to update.Open on SAAR
- Healthcare providersRetain imaging volumes for longitudinal review at sustainable costVolumes are large and multiply with every follow-up; archiving is expensive, so older studies are compressed or discarded without recovery proof.Open on SAAR
- Life sciences & genomicsRetain raw sequencing reads for reanalysisRaw reads are large and usually superseded by processed outputs, yet reanalysis with a new pipeline needs the original input.Open on SAAR
- Medical devices & imagingRetain device-produced voxel volumes across the equipment lifetimeDevice-specific formats are often readable only by the original vendor software, so the archive must be preserved as captured.Open on SAAR
- Energy & utilitiesRetain grid telemetry for regulatory and insurance reviewTelemetry volumes are enormous and typically aggregated within days, losing the resolution an event investigation needs.Open on SAAR
- Oil, gas & miningKeep seismic surveys available for reprocessingSurvey archives are among the largest assets a company holds; retention decisions are made on cost and often destroy reprocessing optionality.Open on SAAR
- Manufacturing & industrialRetain CAD and BIM models for the life of the assetCAD suites and formats change faster than plants; migrated models lose fidelity quietly.Open on SAAR
- Automotive & mobilityRetain LiDAR and SLAM maps for validation and incident reviewMapping captures are enormous and usually retained only for the current release, while incidents can surface months later.Open on SAAR
- Aerospace & spaceRetain flight-test telemetry for certification evidenceTest campaigns produce enormous telemetry, and retention is often reduced to analysed parameters.Open on SAAR
- TelecommunicationsRetain call-detail records for billing and lawful-access obligationsRecords are enormous and typically aggregated into charging events, discarding the raw record a dispute needs.Open on SAAR
- Cloud & data centresStore container layer inventories and images with exact restoreRegistry storage grows without bound, and garbage collection silently removes the layers an old deployment pinned.Open on SAAR
- Software & SaaSKeep repository mirrors restorable for build reproducibilityMirrors are pruned and history is rewritten, so old builds cannot be reproduced from current state.Open on SAAR
- Retail & ecommerceRetain catalogue and price snapshots for dispute and auditCatalogue data is overwritten continuously, and dispute evidence is reconstructed from screenshots.Open on SAAR
- Media & entertainmentRetain delivery masters for re-versioning and licensingMasters are large and duplicated across facilities, and the approved version can be hard to identify later.Open on SAAR
- Legal & e-discoveryPreserve mail stores under litigation hold without altering themMail stores are migrated between platforms during holds, and conversions can alter headers or attachments.Open on SAAR
- Education & researchRetain course materials and assessment records for appealsLearning platforms version content in place, so the module a student studied may no longer exist.Open on SAAR
- Scientific computing & HPCKeep simulation checkpoints for restart and verificationCheckpoint storage dominates facility budgets, so old checkpoints are deleted before results are verified.Open on SAAR
- Semiconductors & EDAArchive GDSII layouts for tape-out and legal recordLayouts are large, tool-version dependent and often migrated between PDKs, with silent differences.Open on SAAR
- Logistics & maritimePreserve EDI interchange for dispute and settlementEDI messages are processed and archived inconsistently across partners and value-added networks.Open on SAAR
- Agriculture & environmentRetain remote-sensing captures for multi-season comparisonImagery is processed into indices, and the original captures are discarded before multi-year comparison.Open on SAAR