Start: Who’s on the Bus?

• Who is sponsoring this evaluation and who will be the day-to-day owner for the pilot? Options: CISO / Head of Security, Director of Security Operations, Desktop Engineering Lead, IT Operations Manager, Security Engineer / SOC Lead, Other
• Please list the names, roles, and contact emails for decision-makers, technical owners, and desktop engineering leads who must be involved.
• Which of the parties listed must approve changes to blocking policies or agent configurations? Options: CISO, Security Ops, Desktop Engineering / IT Ops, Business Unit Owner, Legal / Compliance, Other
• How would you describe the current relationship between Security Ops and Desktop Engineering when it comes to introducing new endpoint software? Options: Collaborative with shared ownership, Tense but manageable, Frequent escalation and gatekeeping, Desktop Engineering controls decisions, Not sure / varies by project
• Tell us about a past endpoint rollout that went well — who led it, and what made coordination work?

Is 'No Alerts' Really Protection?

• What would happen if a sophisticated fileless attack moved laterally today and generated no alerts? Options: Containable with current tools, Significant data loss likely, Major operational disruption likely, We wouldn’t know until too late, Unsure
• When was the most recent time an incumbent AV or endpoint tool failed to detect an adversary? Describe the timeline and outcome.
• Which systems or business functions were impacted by that event, and how long did recovery take?
• Who led the investigation and what tools or telemetry were most/least useful? Options: Internal SOC, Third-party IR firm, Desktop Engineering, No clear lead, Other
• Did that incident change executive appetite or budget for endpoint improvements? If so, how? Options: Immediate funding/priority, Some interest, limited budget, Talk but no action, No change, Unsure

What Can You Not See Today?

• How confident are you that you can detect behaviors like an in-memory PowerShell download cradle spawned three process hops deep? Options: Very confident, Somewhat confident, Not confident, No visibility at all
• Which endpoint agents and protections are deployed across your estate? (select all that apply) Options: Traditional signature AV, Behavioral EDR, Application control / whitelisting, Endpoint firewall, Device management (MDM/EDR), None / inconsistent coverage, Other
• Which telemetry types are missing or unreliable for investigations today (process lineage, in-memory, network flows, file hashes, registry changes)? Options: Process lineage/parent-child, In-memory execution indicators, Network flow metadata, DNS and HTTP telemetry, File/system artifacts, All are present, Other
• Which systems or workloads have the weakest visibility (e.g., POS systems, engineering workstations, critical servers)? Options: Workstations / employees, Developer machines, On-prem servers, Cloud VMs, OT / industrial systems, Unknown
• How often do you receive alerts that lack sufficient context to investigate within your SLA? Options: Almost always, Often, Sometimes, Rarely, Never

What Trade-offs Are You Willing To Make?

• Would you accept a short disruption caused by a false positive, if it meant preventing a widespread ransomware outbreak? Options: Yes — prefer prevention, No — avoid disruptions, Only with strict rollback and approvals, Unsure / depends on business unit
• What level of agent performance impact is acceptable to Desktop Engineering (CPU, memory, boot time)? Options: Negligible (0–1%), Low (1–3%), Moderate (3–7%), High (>7%), Undetermined / need measurement
• During the pilot, what false-positive volume (alerts per 1,000 endpoints per day) would be tolerable before you require immediate remediation? Options: 0–1, 1–5, 5–20, 20–50, 50+
• If a critical application was affected, what rollback options and approvals would you require? Options: Immediate kill-switch and rollback, Manual approval by Desktop Eng, Automated rollback after threshold, No rollback possible, Need to define
• Are there regulatory or contractual constraints that limit automated blocking or telemetry collection? Please describe.

When Does This Stop Being a Pilot?

• If leadership said 'start today', how quickly would Desktop Engineering need a deployment plan to avoid business disruption? Options: Immediate (days), 1–2 weeks, 3–8 weeks, 2+ months, Unsure
• What target dates do you have for pilot start, pilot end, and full rollout decision?
• Are there blackout periods (financial close, product launches, migrations) to avoid during deployment? Options: Yes — list exists, Yes — but not documented, No blackout windows, Unsure
• Who is responsible for scheduling the pilot deployment across the 500 endpoints and coordinating communications? Options: Desktop Engineering, Security Ops / SOC, Project Manager, Third-party integrator, Other
• What approval gates must be passed before we enable automated blocking post-pilot? Options: Executive sign-off, Desktop Engineering sign-off, Security Ops acceptance, Legal/Compliance sign-off, Other

What Would Success Actually Look Like?

• If the pilot contained a live ransomware event to a single machine, what organizational decision would that outcome trigger? Options: Immediate full rollout, Additional testing/tuning, Reject automated blocking, Further executive review, Unsure
• Please define the top three measurable success signals you want from the bake-off (examples: detection coverage %, acceptable FP volume, mean time to investigate).
• What are the non-negotiable failure conditions that would stop the rollout (e.g., X outages, Y critical app kills, Z executive complaints)?
• How will you validate detection coverage—will you run red/purple team mappings to MITRE ATT&CK, compare telemetry side-by-side, or use other methods? Options: Red/Purple team mapping, Side-by-side telemetry comparison, SIEM alert correlation, Third-party validation, Other
• Who is authorized to sign off on pilot acceptance and transition to production? Options: CISO, Director of Security Ops, Desktop Engineering Lead, Business Unit Owner, Other

What Could Break — and How Will We Recover?

• Name the single desktop or server application whose interruption would cause the largest business impact.
• List mission-critical applications and any known compatibility concerns with additional endpoint agents.
• Do any systems rely on legacy drivers, unsigned kernel modules, or vendor agents that historically block new endpoint installs? Options: Yes — documented systems, Possible — unknown scope, No, Unsure
• What rollback mechanisms or 'kill-switch' requirements must be in place before we enable blocking? Options: Remote uninstall, Agent kill-switch, Policy switch to detect-only, Manual intervention only, Other
• Describe your runbook for handling an agent-induced outage, including roles, communication channels, and time-to-recovery targets.

Who Climbs the Ladder at 2AM?

• If alerts spike at 02:00, who is responsible for first response, escalation, and desktop remediation? Options: SOC Analyst (on-call), Incident Response Team, Desktop Engineering on-call, Third-party MDR, Other
• Please provide the on-call roster and escalation path we should use during the pilot (names/roles/contacts).
• What alert triage SLA will you commit to during the 30-day assessment (time to acknowledge / time to investigate)? Options: 15 minutes / 4 hours, 30 minutes / 8 hours, 1 hour / 24 hours, Other
• Which SIEM, SOAR, ticketing, or IR platforms must we integrate with for telemetry and alerting during the pilot? Options: Splunk, Elastic, QRadar, Sentinel, ServiceNow, Other
• Who will own the tuning feedback loop between Security Ops and Desktop Engineering (name and role)?

Legacy Lessons — What Would You Do Differently?

• Looking back at recent endpoint incidents, what single change in tooling or process would have materially improved the outcome?
• How frequently do you run adversary simulations, red team, or purple team exercises today? Options: Quarterly, Biannually, Annually, Rarely, Never
• How do you plan to compare our agent's detections against the incumbent during the bake-off (metrics, report cadence, owner)?
• What telemetry access can you grant for replaying scenarios (full endpoint telemetry, aggregated logs, limited fields), and who must approve it? Options: Full endpoint telemetry, Aggregated logs only, Limited fields (no PII), No direct access, Need approval
• Are there legal, privacy, or contractual limits on telemetry sharing or red-team activity we should plan around? Options: Yes — describe in follow-up, No, Unsure

Starting Point: Tell Us About the Event That Brought You Here

• In a few sentences, describe the AV failure, red-team demo, or breach that prompted this evaluation—what happened, and who first noticed it?
• When did the incident or test occur? Options: Within the last 7 days, 8–30 days ago, 31–90 days ago, 3–12 months ago, More than 1 year ago
• What initially raised the alarm? Options: Penetration test / red team, User report, SIEM / correlation rule, Manual forensics, External notification / vendor, Other
• Which asset types were involved or tested (select all that apply)? Options: Windows workstations, Windows servers, Linux servers, Mac endpoints, Cloud workloads (IaaS/PaaS), OT/ICS systems, Other
• Who is the executive sponsor and who owns post-incident review in your organization? Options: CISO, Director of Security Operations, Head of IT/Desktop Engineering, Incident Response Lead, Legal/Compliance, Other
• Do you have a post-incident timeline or report we can review during the evaluation? Options: Yes — full report available, Yes — redacted summary, No, but we can create one, No, nothing documented

If Your AV Was Supposed to Stop This—Where Did It Break?

• In one line, what do you believe was the root cause of the detection failure? Options: Signature-only detection gap, Fileless / script-based attack, Disabled or misconfigured AV, Telemetry/visibility gaps, Latency in updates/analysis, Other
• Which specific techniques or behaviors were missed (e.g., PowerShell download cradle, macro spawn, in-memory execution)? Options: PowerShell / scripts, Macro-enabled Office files, Living-off-the-land binaries (LOLBins), Fileless in-memory payloads, Ransomware encryption sequence, Lateral movement via SMB/PSExec, Other
• Estimate the window from initial compromise to when you realized something was wrong. Options: Under 1 hour, 1–24 hours, 1–7 days, More than a week, Unknown
• How confident are you that available logs and telemetry can reconstruct the full kill chain for this event? Options: Very confident, Somewhat confident, Limited confidence, Not confident at all
• Were any controls intentionally disabled, circumvented, or out of date at the time? Describe which and why.
• Did the adversary leverage legitimate admin privileges or service accounts? Options: Yes — we have evidence, Suspected, but not confirmed, No

Where Visibility Breaks—and Why It Keeps You Up at Night

• Which telemetry gap makes investigations longest or most uncertain for your team? Options: Process lineage/parent-child chain, Memory/process dumps, Network traffic / PCAP, Script/command tracing, Registry / filesystem auditing, Application telemetry (Office, browsers), Cloud activity logs
• Tell us about a recent investigation where lack of X slowed you—what was missed and how long did it take to reach a conclusion?
• How often do alerts lack sufficient context (process ancestry, user, command line) for your analyst to triage reliably? Options: Almost always, Often, Sometimes, Rarely
• Which missing context frustrates your senior analysts most—what do they explicitly ask for during a triage call?
• If you could pick one telemetry source to add tomorrow that would materially shorten investigations, which would it be? Options: Full process lineage, Memory capture on demand, Network session capture, Script/command logging, Immediate containment telemetry, Other

Who Signs Off and Who Pushes Back: Operational Reality

• Who are the final decision-makers for approving endpoint agent deployments and blocking policies? Options: CISO, Director of Security Ops, Desktop Engineering Lead, IT Operations Manager, Compliance / Legal, Other
• Which teams must be engaged before we deploy an agent to a pilot group? Options: Desktop Engineering, Endpoint / Patch Management, Network Operations, Help Desk, Application Owners, Security Operations, Legal/Compliance
• How have desktop engineering concerns (boot time, conflicts, image size) affected past agent rollouts?
• Which past agent or security tool caused the most operational friction, and what did that friction look like?
• What level of user or service disruption is acceptable for a 500-endpoint pilot? Options: Zero production impact, Minimal planned disruptions, Allow scheduled maintenance windows, Acceptable if quickly reversible

The Hard Metrics That Will Decide This Evaluation

• Which top three KPIs will your leadership use to judge success? (choose up to 3) Options: Detection coverage (%), False positive volume, Mean time to investigate (MTTI), Containment time, Endpoint performance impact (CPU/memory), User reported incidents, Total cost of ownership
• What is your minimum acceptable detection coverage for the bake-off (select one)? Options: >95%, 90–95%, 80–90%, <80%, Not yet decided
• How many false positives per week across 500 endpoints would you consider manageable during tuning? Options: 0–5, 6–20, 21–50, 51–100, More than 100
• What is your target mean time from alert to completed investigation (average)? Options: <15 minutes, 15–60 minutes, 1–4 hours, More than 4 hours
• How will you calculate business impact during the pilot (lost hours, user complaints, blocked work tickets)?

Telemetry & Technical Inventory: The Practical Checklist

• Which endpoint protection / EDR / AV agents are currently present on the target pilot group? (select all that apply) Options: Microsoft Defender, Symantec / Broadcom, McAfee, CrowdStrike, SentinelOne, Sophos, Other (list below)
• If you selected 'Other' above, please list vendor names and versions here.
• Are endpoint agents managed centrally (e.g., via EPM, SCCM, Intune)? Options: Yes — centrally managed, Partially managed, No — manual installs, Not sure
• Which logging/analytics platforms are in use for central investigation (select all that apply)? Options: Splunk, Elastic, Azure Sentinel, QRadar, Sumo Logic, SIEM-less (local logs), Other
• What is your typical telemetry retention for endpoint/process/network logs? Options: Under 7 days, 7–30 days, 31–90 days, 90+ days, Varies by log type
• Are kernel-level drivers or low-level hooks allowed on your endpoints (yes/no)? If conditional, please explain. Options: Yes, Yes with exceptions, No
• Can we obtain a sanitized telemetry sample (process trees, command lines, network flows) before the pilot? Options: Yes — available now, Yes — needs approval, No — cannot share

Risk Tolerance, Rollback, and How You Want Support

• What automated blocking posture are you willing to accept during the pilot? Options: Detect-only (no blocks), Manual block on analyst approval, Limited auto-block for high-confidence events, Full auto-block (not recommended for pilot)
• Describe your required rollback / kill-switch behavior in case of unexpected disruption (e.g., immediate uninstall, disable policy, reboot requirement). Options: Immediate remote disable, Disable next heartbeat, Require on-host action, Other — describe
• What escalation path and on-call coverage do you expect from us during adversary simulations and busy periods? Options: 24/7 support and pager, Business hours + emergency on-call, Business hours only, As-needed coordination
• What vendor response SLA is acceptable for critical incidents during the pilot? Options: 15 minutes, 1 hour, 4 hours, Same business day
• Who is authorized to approve changes to agent policy or to stop a simulation during the pilot? Options: CISO, Director Sec Ops, Desktop Engineering Lead, Incident Response Lead, Other

Let’s Capture the Evidence and Test Materials

• If we asked your team to prove what happened in the incident today, could they produce the artifacts needed to demonstrate the attack path? Options: Yes — full artifacts available, Partial artifacts available, No — gaps exist
• List available artifacts you can share for validation (e.g., EDR alerts, pcap, process trees, screenshots, red-team playbook).
• Do you have replayable adversary simulations, red-team reports, or known-good IOC sets we can run against the pilot? Options: Yes — fully replayable, Yes — partial, No
• Are there legal, privacy, or compliance constraints that would limit sharing telemetry or test data? If so, please summarize. Options: No constraints, Some constraints — need redaction, Significant constraints — legal review required
• How comfortable are you with us running anonymized tests using a subset of live telemetry to validate detections? Options: Very comfortable, Somewhat comfortable, Uncomfortable — needs controls, Not allowed

The Human Side: How This Really Affects Your Team

• How did the recent failure/change affect team morale or stakeholder trust (describe feelings or reactions)?
• What keeps your security leadership awake at night when they think about endpoint risk? Options: Undetected lateral movement, Ransomware impact, Regulatory fines, Reputational damage, Operational downtime, Other
• If we could relieve one recurring pain point for your SOC in 30 days, what would deliver the biggest relief?
• How open are application owners and desktop engineering to tuning an agent iteratively (choose one)? Options: Very open — willing to collaborate, Open with clear rollback controls, Reluctant — need strong guarantees, Not open
• What would success feel like to your analysts after a well-executed 30-day pilot?

Getting Started: Who’s in the Room?

• Who will be the primary contact(s) for the pilot—name, role, and best contact method (email/phone/Slack)?
• Which teams or stakeholders must sign off before any agent is installed? Options: CISO / Security Leadership, Security Operations, Desktop Engineering, IT Operations, Change Advisory Board (CAB), Legal / Compliance, Procurement, Other
• What are the top three metrics or outcomes those signatories will use to decide the pilot succeeded?
• Do you have formal change windows or blackout periods we must schedule around? Options: Formal scheduled change windows, Informal coordination only, No formal windows — any time OK, Unsure / need to check
• Are there preferred communication channels for urgent pilot issues (phone tree, Slack channel, pager)? Please list details.

What Could Stop Us Before We Start?

• If an unexpected outage occurred during the pilot, who would be held accountable and what immediate steps would your organization expect?
• Have previous pilots or agent installs produced performance, compatibility, or reliability incidents? Tell us one concrete example and how it was resolved.
• Which of the following are real blockers today for installing a new endpoint agent? Options: No admin install rights on endpoints, Agent install requires desktop engineering sign-off, Strict software allowlisting / whitelist, Legacy AV/client conflicts, SCCM/Intune policy restrictions, Network segmentation blocks agent communication, Other
• How quickly can desktop engineering and security operations respond to an incident during business hours and off-hours? Options: <30 minutes, 30–90 minutes, 2–4 hours, Same day, Next business day, Unsure
• Are there contractual, regulatory, or internal policy constraints that limit collection of certain telemetry (process arguments, command line, file contents, user identifiers)? If so, please specify. Options: Yes — restricted, No — no restriction, Conditional / needs approval, Unsure

How Does Your Endpoint World Really Look?

• If an attacker were picking the easiest machine to compromise in your pilot cohort, what type of endpoint would they choose and why?
• Which operating systems and major versions are included in the 500-endpoint pilot cohort? Options: Windows 10, Windows 11, Windows Server 2016, Windows Server 2019, Windows Server 2022, macOS (specify versions), Linux (specify distros), Other
• List the endpoint agents currently deployed on pilot machines (AV, EDR, DLP, VPN, management agents) and any known conflicts.
• Do endpoints use a standardized image or multiple images per team/location? If multiple, describe the most common variants. Options: Single standardized image across estate, Standard images with a few exceptions, Highly variable images by team/location, Unsure
• How are patches and updates applied to pilot endpoints (SCCM, Intune, manual, other)? Options: SCCM/ConfigMgr, Intune/MEM, Third-party patching tool, Manual updates, Other

When Things Go Wrong, What’s Our Play?

• If an automated containment action blocks a critical business process during the pilot, would you prefer an immediate automated rollback (kill-switch) or an escalation-first approach? Options: Immediate automated rollback (vendor kill-switch), Pause action and notify ops first, Desktop engineering decides case-by-case, Other
• Do you have a documented rollback plan and runbook for third-party agent removal and containment reversal? If yes, has it been tested? Options: Yes — documented and tested, Yes — documented but untested, Planned but not documented, No rollback plan
• Who will own the emergency kill-switch and escalation decisions during the pilot (vendor, security ops, desktop engineering, CAB)? Options: Vendor, Security Operations, Desktop Engineering, CAB / Change Control, Shared ownership
• Describe the high-level steps, notification sequence, and contact roles in your incident/rollback runbook (or paste a link).
• How often do you exercise rollback/runbook scenarios today? Options: Quarterly, Annually, Ad-hoc as needed, Never tested, Unsure

Can We See the Signals We Need?

• If you could keep only one telemetry stream for 30 days, which would it be and why might that single stream still leave gaps?
• Which SIEM, log management, or SOAR platforms do you use or plan to integrate with for the pilot? Options: Splunk, Azure Sentinel, IBM QRadar, Sumo Logic, Elastic, Datadog, Other, None
• What integration methods are available for real-time alerting and telemetry forwarding (syslog, CEF, API, direct ingestion)? Options: Syslog, CEF, API/REST, Forwarded logs from endpoint, No integration available, Other
• What is your typical retention window for endpoint telemetry and alerts (days)? Options: <7 days, 7–30 days, 30–90 days, 90–365 days, >365 days, Unsure
• Are there data sovereignty, privacy, or egress restrictions that would prevent sending telemetry to a vendor cloud? If yes, describe required controls. Options: Yes — no cloud egress allowed, Yes — limited egress with approval, No restrictions, Unsure
• Who on your team will own SIEM/IR integration and be available to pair for configuration and validation?

What Will Desktop Engineering Need to Say Yes?

• If the agent added one second to boot time or a measurable percent to CPU usage, would desktop engineering accept it, push back, or block the pilot? Options: Acceptable, Concerned but may accept after tests, Blocker / dealbreaker, Depends on endpoint class
• What maximum thresholds for CPU, memory, and disk I/O overhead are acceptable during normal use and during peak loads?
• Do you require kernel-mode drivers or signed drivers to follow internal PKI or Microsoft WHQL policies? Options: Yes — internal PKI required, Vendor-signed certificate accepted, WHQL required, No special signing requirements, Unsure
• Which critical endpoint components must remain compatible with our agent (select all that apply)? Options: Disk encryption (BitLocker), VPN clients, Virtualization tools (VMware/Hyper-V), DLP agents, Performance monitoring agents, Custom enterprise software, Other
• Who will coordinate agent conflict and performance testing on your side and what are their typical SLAs for test feedback?
• Do you have a performance baseline or telemetry snapshot we can run our before/after comparison against? If yes, describe how to access it. Options: Yes — accessible, Yes — requires request, No baseline available, Unsure

Readiness Timeline & Decision Gates

• What single event during the pilot would cause your organization to stop the pilot immediately?
• What is your preferred timeline from initial install to completion of the 30-day adversary exercise and final evaluation? Options: 2–4 weeks, 4–6 weeks, 6–8 weeks, 8+ weeks, Unsure
• Which decision gates must be satisfied before moving from detect-only to enabling automated blocking? Options: False positive volume acceptable, Detection coverage threshold met, Desktop engineering sign-off, Security operations sign-off, Executive or legal sign-off, Other
• Who has the final authority to approve enabling blocking policies for the pilot cohort? Options: CISO, Director of Security Operations, Desktop Engineering Lead, CAB / Change Control, Other
• Do you require formal sign-off artifacts at each gate (runbook, acceptance report, SOC validation)? If so, which ones? Options: Runbook tested, Performance report, SOC acceptance email, Legal/compliance checklist, No formal artifacts required, Other

Final Check: Are We Ready to Launch the Pilot?

• On a readiness scale from 'absolutely ready' to 'major gaps', where does your team sit today and what single action would move you one level closer to 'absolutely ready'? Options: Absolutely ready, Mostly ready — minor gaps, Some gaps but resolvable, Significant gaps — need prep, Not ready
• Please confirm which of these items are in place (select all that apply): Options: Admin install accounts available, Pilot cohort list (500 endpoints) finalized, Rollback runbook documented, SIEM/IR integration contacts assigned, Maintenance windows scheduled, Desktop engineering contact assigned, Legal / compliance checklist completed
• List any outstanding blockers, who owns each one, and the proposed due dates to resolve them.
• Who should be added to the shared pilot channel for real-time issues, approvals, and post-mortems? (names, roles, contact methods)
• Is there anything else that would increase your confidence about starting the pilot (additional tests, documentation, proof points, references)?

Quick Introductions — Who’s in the Room and Why

• Tell us your role and the one sentence reason you initiated this evaluation (what incident or concern prompted it)? Options: CISO, Director of Security Operations, Head of Desktop Engineering, IT Operations Manager, Incident Responder, Other
• Company profile: what best describes your organization’s size and environment? Options: <500 endpoints, 500–2,000 endpoints, 2,000–10,000 endpoints, >10,000 endpoints
• What endpoint types and OS mix are in scope for the evaluation? Options: Windows desktops, Windows servers, macOS, Linux workstations, Cloud VMs (IaaS), Other
• Who will be the day-to-day contact for the pilot (name and team) and who has final sign-off authority?
• What timeline are you targeting for a decision after the 30-day bake-off? Options: Immediately after 30 days, Within 1 month, 1–3 months, Undetermined
• What incumbent endpoint protection(s) will we run side-by-side with during the trial? Options: Vendor A (signature AV), Vendor B (EDR), Built-in OS protection (Defender/AV), Custom/Proprietary, Multiple vendors, None / Blank slate

Is ‘It Didn’t Alert’ Actually a Story—or a Pattern?

• When your legacy AV ‘missed’ an attack, what specifically failed—no alert, delayed signature, noisy false positive, or something else? Options: No alert at all, Alert but no actionable telemetry, Late signature update, High false positives masked true alerts, Other
• Can you walk us through a recent incident: timeline, how it was detected (if at all), the containment steps taken, and the lasting impact?
• How often over the past 12 months have you seen attacks that evaded your incumbent endpoint tool? Options: Multiple times per month, Monthly, Quarterly, Less than quarterly, Unsure
• Which attacker techniques have caused you the most pain—fileless PowerShell, living-off-the-land binaries, in-memory execution, lateral movement, ransomware, or other? Options: Fileless PowerShell, Living-off-the-land binaries, In-memory execution, Lateral movement, Ransomware/encryption, Other
• How did those missed detections make you feel about your current defenses and your team’s ability to respond? Options: Vulnerable/urgent, Concerned but manageable, Frustrated with vendor, Confident despite gaps, Other
• And how long have you been accepting this level of risk before deciding to act? Options: Weeks, Months, Over a year, We’ve been reactive for many years, This is newly surfaced

Where the Noise Lives — Alerts, Triage, and Burnout

• How many endpoint alerts (high + medium) does your SOC receive on an average weekday? Options: <50, 50–200, 200–500, 500–1,000, >1,000, Unsure
• What percentage of those alerts are actionable versus noise by your current estimate? Options: <1%, 1–5%, 5–20%, 20–50%, >50%, Unsure
• Describe your typical alert-to-investigation workflow and who owns handoffs (SOC Tier 1→Tier 2→IR).
• What is your target and actual mean time from alert to completed investigation (minutes/hours/days)? Options: <30 minutes, <2 hours, <1 day, 1–3 days, >3 days, Unsure
• Which tools do you rely on to centralize endpoint telemetry for triage (SIEM, SOAR, case management)? Options: SIEM (Splunk/QRadar/etc.), SOAR (Palo Alto XSOAR/DF), Ticketing system only, Vendor consoles, None/Ad-hoc
• When alerts are noisy or slow, what measurable operational problems occur (missed threats, OT disruption, fatigue, hiring pressure)?

Who Holds the Keys — Politics, Constraints and Unspoken Rules

• If a perfectly performing agent added 300ms to boot time but cut lateral ransomware by 90%, would desktop engineering approve it? Options: Yes, with justification, Maybe—needs testing, Unlikely, Depends on which systems
• What are the non-negotiable desktop engineering constraints we must respect (boot time, memory footprint, driver certs, image signing, compatibility lists)?
• How do you validate new endpoint agents today—staging images, pilot groups, performance baselines, or automated compatibility tests? Options: Staging images, Pilot groups, Automated performance tests, Manual QA, No formal validation
• Who will resist agent deployment and what’s their main fear (user disruption, support burden, regulatory/compliance, unknown stability)? Options: Desktop engineering, Application owners, Legal/Compliance, Helpdesk, Executive leadership
• If we uncover a compatibility issue during the pilot, what is your preferred escalation path and maximum acceptable outage window? Options: Hotfix within 24 hrs, Rollback to prior image same day, Maintain detect-only and investigate, Escalate to change board
• Which internal sign-offs are required before enabling automated blocking in production? Options: Security leadership, Desktop engineering, Risk/Compliance, Business unit owner, Executive sponsor

What Winning Actually Looks Like — Metrics That Matter

• If you could write the headline after a successful bake-off, what would it say (the specific impact you want to prove)?
• Which of these are your primary success signals for the pilot? Options: Detection coverage vs red team, Acceptable false positive volume, Alert-to-investigation time, Containment speed, No user disruption, Other
• What minimum detection coverage vs our adversary simulations would be considered a pass (select one)? Options: >90%, 75–90%, 50–75%, <50%
• What’s an acceptable volume of false positives per 500 endpoints per day to maintain trust with ops? Options: 0–1, 2–5, 6–20, 21–50, >50
• How fast do you expect containment actions to occur during the trial (goal) and how much delay would you tolerate before it’s a failure? Options: <1s (ideal), <10s, <1 minute, <5 minutes, >5 minutes
• Are there specific MITRE ATT&CK techniques or high-value assets you want prioritized in the evaluation? Options: Credential access, Lateral movement, PowerShell/fileless, Ransomware execution, Supply chain/installer misuse, Other

What Would Break the Pilot — Risks You’re Afraid to Name

• What’s your biggest fear about running a production-grade agent alongside your incumbent during a 30-day test? Options: Business disruption, Performance regressions, Widespread false positives, Data privacy/exfiltration concerns, Change management backlash, Other
• Have you experienced a false-positive incident in the past that caused a business outage? Tell us what happened and the downstream effects.
• Do you have a rollback plan or kill-switch today for endpoint agents, and has it been exercised recently? Options: Yes, tested in last 6 months, Yes, but untested, Planned but not built, No rollback/kill-switch
• What level of telemetry or vendor access will you permit for debugging false positives during the pilot? Options: Full telemetry & analysts access, Limited logs only, Anonymized telemetry, No external access
• If a containment action inadvertently blocked a business app, how should we communicate and remediate that incident? Options: Immediate rollback and post-mortem, Pause blocking & tune, Notify business owner and proceed, Other
• How long of a tuning window in detect-only mode do you consider minimally safe before enabling any automated blocking? Options: 1 week, 2 weeks, 30 days, 60+ days, Depends on data quality

Show Me What You Need — Telemetry, Integrations, and Forensics

• Which telemetry sinks must we integrate with for the pilot to be meaningful (SIEM, EDR console, IR tools, ticketing)? Options: SIEM, EDR console, SOAR, IR forensic tools, Ticketing system, None required
• What minimum forensic artifacts do you need from detected events (process tree, memory image, network flows, file artifacts)? Options: Process lineage, Memory capture, Network flow logs, File artifacts, Full forensic image
• Are there data residency, privacy, or compliance constraints that limit what telemetry we can collect or export? Options: Yes—strict limitations, Yes—some restrictions, No constraints, Unsure
• How will we validate that the telemetry captured during adversary simulations is complete and usable for SOC investigations?
• If the pilot uncovers gaps in your current telemetry (e.g., missing process lineage), how would you prefer we demonstrate value for those specific gaps? Options: Replay logs in SOC use case, Recorded incident walkthroughs, Joint triage sessions, Technical write-up with artifacts
• Who on your team must approve any external forensic access for post-incident analysis? Options: Security leadership, Legal/Privacy, Desktop engineering, Business owner, Other

Rules of Engagement — Designing the 500-Endpoint Bake-off

• How should we choose the 500 endpoints to represent your estate (random sample, high-risk users, critical servers/workstreams, or geographically balanced)? Options: Random sample, High-risk users, Critical servers, Geographically balanced, Mix of the above
• What adversary simulations or red team scenarios must be included to feel confident in the comparison? Options: PowerShell download cradle, Macro->PowerShell persistence, Living-off-the-land binary execution, Lateral movement with credential theft, Ransomware kill-chain
• During the detect-only window, what visibility and artifacts do you want the SOC to capture for each simulated tactic? Options: Alert IDs + timeline, Full process trees, Memory snapshots, Network indicators, All of the above
• What acceptance criteria should we use at the end of the pilot to decide on phased rollout initiation? Options: Pre-agreed detection coverage, FP volume below threshold, No business-impacting incidents, Executive sign-off, Combined criteria
• Who will own day-to-day tuning during the pilot—your team, ours, or a combined squad? Options: Customer-owned, Vendor-owned, Combined (recommended), Third-party managed
• If we hit acceptance criteria early or fall short, what is your preferred governance cadence to decide next steps? Options: Weekly steering calls, Bi-weekly executive review, Milestone-based reviews, Ad-hoc as issues arise

How We’ll Know to Flip the Switch — Sign-off, Gating, and Governance

• What specific events or metrics would immediately disqualify the pilot (unacceptable outage, privacy breach, unacceptable false-positive rate)? Options: Business outage, Data exfiltration issue, High false-positive rate, Regulatory violation, Other
• Who must sign the final acceptance (roles, not names) and who is the tie-breaker if stakeholders disagree? Options: CISO, Director SecOps, Desktop engineering lead, Risk/Compliance officer, Executive sponsor
• Describe the tuning process and expected cadence for moving from detect-only to enabling automated blocking.
• What rollback conditions and playbook must be in place before any automated blocking is allowed? Options: Immediate kill-switch, Graceful rollback in 1 hour, Business owner approval, Post-containment forensic review
• How often and in what format do you want pilot progress reports (daily dashboards, weekly summaries, raw telemetry access)? Options: Daily dashboards, Weekly summaries, Raw telemetry access, Ad-hoc deep dives
• If a business unit vetoes blocking for their hosts, how should exceptions be handled and documented? Options: Scoped exceptions with compensating controls, Temporary waivers with end date, Exclude hosts from blocking, Other

Practical Readiness — Access, Runbooks, and the Things That Make Launch Smooth

• What admin access and accounts will we need to deploy and monitor agents across the pilot endpoints? Options: Domain admin, SCCM/Intune admin, Local admin via script, Service account only, Other
• Do you have desktop engineering runbooks and a tested rollback procedure we can review before deployment? Options: Yes—available and tested, Yes—available but untested, In progress, No
• Which integrations must be active before day one of the trial (SIEM ingest, IR case creation, ticketing hooks)? Options: SIEM, IR tool, Ticketing, Endpoint management, None required
• Who will be on-call during the first 72 hours of rollout to respond to emergent issues? Options: Customer SOC, Desktop engineering, Vendor on-call, Combined rota
• What documentation or runbooks would make your ops team comfortable to support the agent (troubleshooting guide, whitepaper, escalation contacts)? Options: Troubleshooting guide, Performance benchmarks, Escalation matrix, Integration diagrams, All of the above
• Realistically, what date range works for your pilot given change windows, patch cycles, and business events? Options: Next 2 weeks, 2–6 weeks, Next quarter, Undetermined