50 real-world scenarios
Find the security or AI decision blocking your team
A curated HEOSSI portfolio: 25 QNSI scenarios for cryptographic migration and 25 Bee scenarios for private, evidence-grounded AI. Each card leads to the product’s canonical use-case library, where 100 distinct scenarios are maintained.
Cryptographic infrastructure
QNSI use cases
25 representative decisions from QNSI’s 100-case post-quantum migration library.
Banking & payments
Assemble cryptographic evidence for a bank cyber-incident materiality decision
Materiality 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 & fintech
Preserve authenticity of stablecoin reserve and reconciliation reports
Reserve, 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 management
Replace a PQC underwriting checkbox with measurable evidence
Questionnaires 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 providers
Determine cryptographic scope during a healthcare breach
Encryption 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 devices
Build the cryptography section of a medical-device premarket file
Algorithm 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 sciences
Prove provenance of transformed regulated laboratory records
Middleware 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 →Government
Transition cryptographic trust across an interagency API
An 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 security
Challenge a defense supplier's cryptographic assurance claims
Statements 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 centres
Prepare incident evidence for a Singapore foundational digital infrastructure operator
A 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 & SaaS
Find hidden cryptography in a SaaS dependency graph
SBOM 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 →Telecommunications
Verify network-function software before carrier rollout
Images 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 grid
Constrain supplier remote-access trust in electric operations
Emergency 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 & pipelines
Produce a pipeline cyber-incident evidence pack during operations
Responders 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 & wastewater
Expire vendor cryptographic access after water-system maintenance
Integrators 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 →Manufacturing
Find certificate concentration across an OEM supplier network
Component 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 & mobility
Trace cryptographic evidence through automotive tier suppliers
OEM 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 & ports
Preserve signature provenance for electronic cargo documents
Bills, 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 →Aviation
Modernize identity trust across an airline partner ecosystem
Operational 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 transit
Time-bound supplier remote diagnostics for rolling stock
Shared 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 cities
Align IoT cryptographic support with the promised support period
A 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 & research
Authenticate data from shared scientific instruments
Shared 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 services
Sign forensic evidence at every custody handoff
Case 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 & ecommerce
Contain seller-app credentials in an ecommerce marketplace
Broad 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 content
Rotate streaming distribution keys without blacking out licensed audiences
Multiple 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 platforms
Govern credentials used by autonomous AI agents
Long-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 markets
Turn KYC exception files into a reviewable structured decision queue
Give compliance reviewers a bounded queue with cited source passages, explicit exceptions, and a retained approval trail.
Open on Bee →Insurance
Answer questions across policy wordings and endorsements with traceable citations
Resolve coverage questions against the controlling policy text without hiding conflicting versions or unsupported conclusions.
Open on Bee →Healthcare
Turn prior-authorisation packets into a reviewable structured decision queue
Extract the decision facts while keeping clinical judgement, source provenance, and human approval visible.
Open on Bee →Life sciences
Reconcile the complete history of research notebooks and analyses before acting
Surface contradictory observations and protocol changes before a scientist or quality owner accepts a conclusion.
Open on Bee →Legal
Answer questions across discovery productions with traceable citations
Navigate large matter records while retaining document-level citations, access boundaries, and counsel review.
Open on Bee →Accounting & audit
Reconcile the complete history of inspection findings and remediation before acting
Connect findings, owner responses, evidence, and reopenings so closure decisions are not based on the latest note alone.
Open on Bee →Government
Operate a bounded agent over tender evaluation records without surrendering approval
Automate permitted preparation steps while preserving procurement controls, segregation of duties, and accountable sign-off.
Open on Bee →Defense
Answer questions across mission briefing corpora with traceable citations
Support time-sensitive analysis without collapsing classification boundaries or presenting generated text as authoritative evidence.
Open on Bee →Software engineering
Operate a bounded agent over security finding remediation without surrendering approval
Prepare and validate fixes within repository policy while leaving merge, deployment, and exception decisions to named owners.
Open on Bee →Cybersecurity
Operate a bounded agent over threat-report corpora without surrendering approval
Enrich and route intelligence under tool and data constraints without allowing autonomous containment or disclosure.
Open on Bee →Manufacturing
Review visual and recorded evidence alongside maintenance work orders
Compare images, readings, and technician notes before recommending a maintenance action or equipment release.
Open on Bee →Energy & utilities
Reconcile the complete history of storm response logs before acting
Bring fragmented field updates into one evidence trail without overriding dispatch authority or safety procedures.
Open on Bee →Telecommunications
Reconcile the complete history of vendor release evidence before acting
Expose dependency changes, unresolved defects, and approval gaps before a network rollout decision.
Open on Bee →Retail & ecommerce
Turn customer support conversations into a reviewable structured decision queue
Classify disputes and obligations consistently while protecting customer data and retaining human escalation.
Open on Bee →Logistics & supply chain
Review visual and recorded evidence alongside supplier continuity assessments
Combine facility evidence, shipment records, and supplier statements before sourcing or continuity decisions.
Open on Bee →Media & publishing
Review visual and recorded evidence alongside moderation appeals
Evaluate the full appealed context while keeping policy references, uncertainty, and final editorial judgement visible.
Open on Bee →Education & research
Answer questions across course and assessment corpora with traceable citations
Help staff and learners find controlling material without fabricating sources or silently crossing access boundaries.
Open on Bee →Human resources
Turn employee policy questions into a reviewable structured decision queue
Route sensitive requests with cited policy context while reserving employment decisions for authorised people.
Open on Bee →Professional services
Answer questions across engagement evidence rooms with traceable citations
Accelerate client delivery while respecting matter isolation, source authority, and reviewer accountability.
Open on Bee →Startups & SMB
Reconcile the complete history of operating procedure libraries before acting
Identify stale or conflicting instructions before a small team automates a consequential operational task.
Open on Bee →Banking & capital markets
Operate a bounded agent over trade-surveillance alerts without surrendering approval
Enrich and prioritise alerts while keeping disposition, regulatory escalation, and model exceptions human-controlled.
Open on Bee →Healthcare
Answer questions across clinical policy libraries with traceable citations
Return the applicable policy passage and version while distinguishing retrieval support from clinical advice.
Open on Bee →Software engineering
Answer questions across repository-wide change analysis with traceable citations
Trace behaviour across code, tests, and architecture records instead of generating an uncited patch from a partial file.
Open on Bee →Cybersecurity
Reconcile the complete history of detection rule backlogs before acting
Connect tuning history, incidents, exceptions, and telemetry gaps before changing a production detection.
Open on Bee →Government
Answer questions across consultation submissions with traceable citations
Summarise public input without erasing minority positions, source attribution, or the policy owner's judgement.
Open on Bee →