Verdict: declared, not evidenced. Three findings stand between ICP-1 and its Q1 2027 audit
The one-line story: the supervision duties the old discrete cluster performed in hardware were deleted with the hardware, and the claims that replaced them ("the hypervisor handles it") do not cite evidence. The rest of this page shows how that verdict was earned.
One chip now carries both worlds, and the safety boundary moved with nobody watching
For two decades the instrument cluster and the infotainment unit evolved along parallel but strictly isolated trajectories: the cluster on deterministic, fail-safe real-time software, the infotainment on rich, resource-heavy consumer stacks. The integrated cockpit ends that isolation. A single heterogeneous SoC now drives the cluster, the center stack, the HUD, and the passenger display, with a Type-1 hypervisor holding an ASIL B safety island and a QM Android guest apart on shared silicon. The engineering is available. What most organizations cannot produce is evidence that their boundary actually holds: who supervises a rendered telltale, what happens to the regulatory chime when the infotainment guest restarts, and what independent path exists if the hypervisor itself faults.
The failure pattern is organizational before it is technical. The cluster team carries the safety culture; the infotainment team carries the release velocity; the consolidation program inherits both and a boundary that belongs to neither. Cost-downs quietly delete the mechanisms the old discrete architecture provided for free: the external safety MCU, the hardwired telltale, the independent watchdog reset path.
"The hypervisor handles it" is not evidence. This assessment grades your cockpit architecture against a published four-domain reference and returns a gap grid, a maturity rating, and a roadmap: every grade backed by a config file, a bench log, or a test ID, and every gap carrying a costed action.
Andare Cockpit Systems, a Tier-1 mid-consolidation
Andare is fictional, but its shape is the standard shape of this engagement: a supplier with a trusted discrete cluster in production, a first integrated-cockpit award in hand, and two engineering cultures that have never shared a safety case.
The four entry findings the assessment inherits
| # | Finding from the working session | Why it matters on ICP-1 |
|---|---|---|
| F1 | No single document lists the cross-domain channels between the QNX and Android guests. Estimates in the room ranged from 20 to 70. | Freedom from interference cannot be argued over an inventory nobody has. The boundary is whatever the channels are. |
| F2 | Telltale supervision is asserted ("the hypervisor handles it") with no config file or test ID cited. | Anything the driver must legally see cannot depend solely on unsupervised rendering. Assertion is the signature of a program that fails its OEM audit. |
| F3 | The external safety MCU present on DC-2 was removed from ICP-1 in a cost-down. Nobody in the room could state what assumed its supervision duties. | DC-2's independent watchdog, hardwired telltales, and hard-reset escalation all lived on that part. Deleting the part without reassigning the duties deletes the safety concept. |
| F4 | The OEM requirement "first telltale within 2.0 s of ignition" has no measured value on the current ICP-1 bench build. | Boot on the integrated SoC is a hypervisor-then-guest sequence. Without a measured budget, the requirement is discovered at C-sample, when it is expensive. |
The ICP-1 cockpit domain controller, boundary by boundary
This is the substrate the whole assessment runs on. One SA8295P-class SoC hosts a QNX cluster guest (the ASIL B island) and an Android Automotive IVI guest (QM) over a Type-1 hypervisor, feeding a 12.3-inch cluster display and a 14.6-inch center display through a serializer link. Every exercise output in this demo is drawn from this system, and the excerpts below are the exercises' actual work products in the simulation: real signal semantics, realistic timing, simulated identifiers.
What the consolidation removed, mechanism by mechanism
DC-2, the shipping discrete cluster, earns trust the classical way. The assessment's first job is naming exactly which of its mechanisms ICP-1 silently dropped:
| Mechanism | DC-2 · discrete cluster (in production) | ICP-1 · integrated cockpit (bench build B0.7) |
|---|---|---|
| Regulatory telltales | Hardwired LEDs driven by the safety MCU with current readback | All rendered by the QNX guest; supervision only via framebuffer CRC regions |
| Independent supervision | SBC question/answer watchdog external to both processors; MCU can force a hardware reset of the graphics MPU | On-SoC safety island only; no mechanism independent of the SoC if the hypervisor faults |
| Guest-to-guest traffic | One protected UART IPC: sequence counter, data ID, CRC, E2E profile | 63 channels: VirtIO devices, shared memory rings, GPU contexts, services |
| Regulatory chime | Piezo driven directly by the safety MCU | Routed through the Android guest's audio HAL (QM) |
| Odometer and NvM | MCU-side EEPROM/FRAM, redundant, checksummed, isolated from the MPU filesystem | Retained on a dedicated NvM partition with brokered access · one of the strengths |
Exercise E1 + E2 output · the cross-domain boundary register, excerpt
Extracted by AI from the hypervisor device tree, VirtIO configuration, ARXML and DBC exports, and build manifests; corrected in review; signed by the cluster and IVI leads in week 1. Eight of the 63 channels:
| ID | Class | Boundary | Carrier | Criticality crossing | Supervision today |
|---|---|---|---|---|---|
| XB-004 | guest–guest | vgw signal gateway → QNX cluster app (vehicle signals incl. telltale sources) | VirtIO-net, 10 ms cycle | QM → ASIL B | E2E CRC on payload; the gateway process itself is QM |
| XB-011 | guest–gpu | Android media surfaces → shared compositor plane 2 | GPU context | QM → shared GPU | Time-partition declared in config; NO EVIDENCE |
| XB-017 | guest–hw | QNX telltale layer → display controller pipe 0 | Framebuffer regions A + B | ASIL B → panel | CRC monitor active for region A only |
| XB-023 | guest–guest | Seatbelt chime request → Android audio HAL | VirtIO audio | ASIL B → QM | NONE · chime dies with an IVI restart |
| XB-031 | guest–hw | Backlight PWM authority, both displays | I2C via serializer control channel | QM dimming service → panel | NONE · cluster legibility owned by IVI code |
| XB-038 | soc–vehicle | OTA agent → cluster guest partition | Ethernet, DoIP session | QM → ASIL B partition | Write path unbrokered on bench build |
| XB-047 | guest–island | QNX guest watchdog registration → safety island | Hypercall, Q/A window 100 ms | ASIL B → island | Verified on bench · TC-0781 |
| XB-052 | hyp–hw | Hypervisor fault → display safe state | None present | · | NO PATH independent of the SoC |
8 of 63 channels · full register signed W1, day 5 · identifiers simulated, semantics realistic
Exercise E3 output · the telltale path trace, excerpt
Every regulatory telltale traced from source frame to pixel, classified, and timed on the client's bench (client hands on hardware, Ordinara remote). Five of twelve:
| ID | Telltale | Source | Path class | Supervision found | First valid (cold boot) | Verdict |
|---|---|---|---|---|---|---|
| TT-02 | PRNDL / gear | 0x1B2 | Rendered, region A | CRC region A, 50 ms fault reaction · TC-0763 | 3.8 s | PASS · boot gap noted |
| TT-03 | Brake system | 0x2C4 | Rendered, region B | Region B not registered with the CRC monitor | 3.8 s | FAIL → G-01 |
| TT-06 | Airbag / SRS | 0x1D6 | Rendered, region B | Region B not registered | 3.8 s | FAIL → G-01 |
| TT-07 | Seatbelt + chime | 0x3A2 | Split: lamp in QNX, chime via Android audio | Lamp unsupervised; chime lost 9.4 s during the IVI restart test | 3.8 s | FAIL → G-02 |
| TT-09 | ABS | 0x2C8 | Rendered, region B | Region B not registered | 3.8 s | FAIL → G-01 |
5 of 12 regulatory telltales · full trace in the gap grid · OEM requirement: first telltale ≤ 2.0 s from KL15
Exercise E4 + E5 output · the evidence, as found
display0.pipe0.region_a = { x:412, y:24, w:496, h:96 } # speed · PRNDL
display0.pipe0.region_a.crc_ref = crc_table_a.bin @ 60 Hz
display0.pipe0.region_a.on_fail = FAULT_REACTION_50MS # verified · TC-0763
display0.pipe0.region_b = (absent) # telltale strip · TT-03/06/09 unsupervised
gpu.partition.qnx_slice = 4ms/frame # declared # no test ID found in any evidence folder
watchdog.island.qa_window = 100ms # verified · TC-0781
watchdog.external = (none) # DC-2 duty, unassigned since cost-down
t + 0.6 s hypervisor up, guests scheduled t + 3.1 s QNX guest first frame (splash) t + 3.8 s telltale regions valid # requirement: ≤ 2.0 s t + 11.2 s Android home surface ready reference: DC-2 discrete cluster, same bench: first telltale < 2 s behind static splash
One artifact, end to end: the brake telltale, TT-03
Every exercise touches it, and it exits the assessment as a graded gap with a costed action. This is the spine of the whole service:
- E1 names it. The domain map places 0x2C4 brake status among the safety-relevant signals terminating in the QNX cluster guest.
- E2 registers its crossings. It enters the boundary register twice: XB-004 (through a QM gateway process) and XB-017 (framebuffer region B to the panel).
- E3 traces and times it. Path class: rendered, region B. First valid at 3.8 s against a 2.0 s requirement. Supervision: none found.
- E4 converts opinion to evidence. The safe_render.cfg pull shows region B absent from the CRC monitor. "The hypervisor handles it" is now a falsified claim, in writing.
- E7 grades it. Criterion D3.2, safe-rendering supervision, grade 1 of 4. Finding G-01, severity high: three regulatory telltales unsupervised.
- The report prices the fix. Roadmap item R-01: register region B, add the fault-reaction test, 30 days, no hardware change. Your board reads that line, not this page.
Four domains, sixteen criteria, one grading scale
The assessment grades against Ordinara's published cockpit reference architecture, assembled from certified-component practice (QNX OS for Safety, pre-certified Type-1 hypervisors, Vulkan SC) and the supervision mechanisms of production dual-processor cluster programs. Because the reference is public, the grade is comparable: across programs, across sites, and across re-grades.
| Domain | Criteria | What the reference requires |
|---|---|---|
| D1 · Cluster safety domain | D1.1–D1.4 | Certified base for the cluster guest (ASIL-certified OS); supervision independent of the supervised element; a stated and measured availability budget (first telltale from KL15); single-point and latent fault metrics demonstrated, not asserted (ASIL B: ≥90% / ≥60%) |
| D2 · Infotainment domain | D2.1–D2.4 | Type-1 hypervisor with evidenced time and space partitioning; proven restart independence (an IVI crash disturbs nothing regulatory); a complete, owned inventory of every cross-domain channel; brokered OTA and update paths into safety partitions |
| D3 · Display and telltale integrity | D3.1–D3.4 | Every regulatory telltale classified (hardwired, rendered-supervised, rendered-unsupervised) with zero in the last class; framebuffer CRC supervision with a defined fault reaction; deterministic graphics for the safety layer (offline-compiled pipelines, static memory); display link and backlight authority under safety control |
| D4 · Organizational readiness | D4.1–D4.4 | One HARA/TARA practice co-engineered across both teams (ISO 26262 + ISO/SAE 21434); a named owner for every boundary; change governance that triggers re-verification on evidence, not negotiation; claims that cite test IDs |
The grading scale
| Grade | Name | Meaning |
|---|---|---|
| 1 | Undocumented | The mechanism or inventory does not exist in writing. Nobody can point at it. |
| 2 | Declared | It exists in a config, plan, or slide, but no test ID or measurement backs it. This is where "the hypervisor handles it" lives. |
| 3 | Evidenced | Backed by cited evidence: a config pull, a bench log, a test ID an auditor can re-run. |
| 4 | Governed | Evidenced, owned, and re-verified on change by rule. Survives personnel and schedule pressure. |
No AI output enters the register, the trace, or the grade without a named engineer's sign-off against written acceptance criteria. AI proposes; engineers dispose. The deliverable is judgment with evidence attached, and the delivery system is disclosed, never disguised as staff.
Seven exercises, three weeks, sixteen criteria covered
Each exercise states who does what, where the AI sits, the signed artifact it produces, and the reference criterion it feeds. Nothing here is generic AI enablement: every output lands in the gap grid.
Three weeks, shown as they run
Week 1 is shown session by session; weeks 2 and 3 as run sheets. All remote: Andare's hands on Andare's hardware, everything on Andare's accounts, Ordinara on the call and in the evidence folders with read-only access.
Kickoff, access, and the rules
- 90-minute session: scope fixed to ICP-1 with DC-2 as the reference baseline; the four entry findings accepted as the starting backlog; acceptance criteria for E1 and E2 signed.
- Access: read-only repository and document access on Andare accounts. Nothing leaves the building; extraction runs on Andare's own tenancy.
- Rule stated and minuted: every grade will cite a config, a log, or a test ID. Claims without one grade at 2 or below, whoever asserts them.
Extraction runs, honestly graded
- E1 run #1: domain map extracted from device tree, manifests, and diagrams; Ordinara's review flags 9 elements with ambiguous criticality assignments before engineers spend time on them.
- E2 run #1: 71 candidate channels extracted; review collapses duplicates to 63 and flags 12 misclassified carriers. Schema corrected, run #2 queued overnight.
- Written status to the sponsor at end of D3: counts, corrections, no surprises held for the readout.
The map walk
- Both leads walk the domain map on one call, the first time the cluster and IVI teams review the same architecture picture together. Two elements move domains during the call; the minutes record why.
- Interview slots for E6 booked with all six participants.
The register is signed, not discussed
- Boundary register signed by both leads: 63 channels, 22 with named owners, 41 without. The ownership gap goes in the grid as found, not smoothed.
- W2 bench windows confirmed; trace protocol for E3 delivered in writing.
Safe-rendering and telltale path
- D1–2 · E3: twelve telltales traced and timed on the bench; the IVI restart test surfaces the 9.4 s chime outage live on the call.
- D2–3 · E4: safe_render.cfg pulled; region B absent; the claim log now reads evidence or NO EVIDENCE, line by line. Boot timing measured: 3.8 s.
- D4 · E5: degradation battery run; the DC-2 duty diff lists three supervision duties with no ICP-1 assignee.
- D5 · E6 begins: first three interviews. Evidence folder audit in parallel.
Gap grid, roadmap, readout
- D1 · E6 completes: remaining interviews; scorecard drafted.
- D2 · calibration call: leads challenge the draft grades; two grades move on presented evidence, one carries a dissent note. The grid is theirs by the end of the call, which is the point.
- D3 · roadmap costing: six actions ranked by risk retired per engineering week; the hardware-window decision flagged with its closing date.
- D4 · executive readout: 75 minutes, sponsor plus Global Engineering Director. The report below is on screen; the decision list is the last slide.
- D5 · delivery: report, grid, and all signed artifacts filed in Andare's evidence folder. Balance invoiced on delivery.
The artifact your sponsor forwards upward
Two pieces leave the assessment: the graded gap grid (working document, excerpt below) and the findings report (forwardable, in full below). Both cite the same evidence.
The gap grid, excerpt
| Criterion | Grade | Evidence found | Gap | Action |
|---|---|---|---|---|
| D1.1 certified base | 3 | QNX OS for Safety license and certification records on file (ISO 26262 ASIL D capable base) | ICP-1 FMEDA not started | follows R-03 |
| D1.2 independent supervision | 2 | On-SoC island Q/A verified · TC-0781 | No path independent of the SoC if the hypervisor faults (XB-052) | R-03 |
| D1.3 availability budget | 1 | Bench log: telltales valid at 3.8 s | Requirement is 2.0 s; no budget owner | R-04 |
| D2.1 partitioning | 2 | Hypervisor pre-certified ASIL D (vendor records) | GPU time partition declared, no test evidence (XB-011) | R-06 |
| D2.2 restart independence | 1 | IVI restart test: cluster frames held; chime lost 9.4 s | Regulatory chime depends on the QM guest (XB-023) | R-02 |
| D2.3 channel inventory | 3 | Signed register, 63 channels · raised from 1 during the assessment | 41 channels without a named owner | R-06 |
| D3.1 telltale classification | 3 | Trace table, 12 telltales · raised from 1 during the assessment | Classification done; three classes FAIL until R-01 lands | R-01 |
| D3.2 rendering supervision | 1 | safe_render.cfg: region A only | Brake, airbag, ABS telltales unsupervised (G-01) | R-01 |
| D3.3 deterministic graphics | 3 | Vulkan SC layer, offline pipeline cache and static object pools in the build log | None · a genuine strength to keep | · |
| D4.1 unified HARA/TARA | 2 | DC-2 HARA (frozen 2024) + ICP-1 draft HARA; TARA separate | No co-engineering across teams or standards | R-05 |
10 of 16 criteria shown · full grid delivered with the report · grades challenged live in the W3 calibration call
The report, in full
Verdict
ICP-1 grades 2.1 of 4, "Declared, not evidenced," against the four-domain cockpit reference. The architecture choices are sound: certified OS, pre-certified hypervisor, Vulkan SC on the safety layer. The gap is that the supervision duties your discrete cluster performed in hardware were deleted with the hardware, and the claims that replaced them do not cite evidence. Nothing found requires re-architecting. Three findings require action before your Q1 2027 OEM audit.
| Domain | Grade / 4 | One line |
|---|---|---|
| D1 · Cluster safety domain | 2.0 | Certified base, but supervision ends at the SoC edge and boot misses the telltale budget by 1.8 s |
| D2 · Infotainment domain | 2.0 | Partitioning declared, not evidenced; the regulatory chime depends on the QM guest |
| D3 · Display and telltale integrity | 2.3 | Deterministic graphics are a strength; three regulatory telltales render unsupervised |
| D4 · Organizational readiness | 2.0 | Two safety cultures, two HARAs, 41 unowned boundary channels |
Findings that drive the roadmap
- G-01 · High. Brake, airbag, and ABS telltales (TT-03, TT-06, TT-09) render in framebuffer region B, which is not registered with the CRC monitor. safe_render.cfg, pulled W2, shows region A only. Anything the driver must legally see currently depends on unsupervised rendering.
- G-02 · High. The seatbelt chime routes through the Android guest's audio HAL. In the W2 restart test the chime was silent for 9.4 seconds while the cluster kept drawing. A QM restart must never silence a regulatory function.
- G-03 · High, hardware-window sensitive. DC-2's external safety MCU carried the independent watchdog, the hard-reset escalation, and the hardwired telltale fallback. ICP-1 deleted the part; no mechanism independent of the SoC assumed the duties (XB-052). The C-sample window is the last cheap chance to decide this in hardware.
- G-04 · Medium. First telltale at 3.8 s cold against the 2.0 s OEM requirement; no owner for the boot budget. DC-2 on the same bench: under 2 s.
- G-05 · Medium. 41 of 63 cross-domain channels have no named owner; GPU time partitioning and the OTA write path into the cluster partition are declared but unverified (XB-011, XB-038).
Roadmap, ranked by risk retired per engineering week
- R-01 · 30 days · software only. Register region B with the CRC monitor, add the fault-reaction test to the regression set. Closes G-01; D3.2 moves from 1 to 3.
- R-02 · 90 days. Move the chime to a QNX-owned audio path, or restore a direct piezo. Closes G-02; D2.2 to 3.
- R-03 · decision by Nov 15, 2026, C-sample lock. Independent supervision: an SBC-class external watchdog with display safe-state authority, or a hardwired telltale fallback strip, both proven on DC-2. This is a hardware decision only you can make; the report gives you the evidence, both options costed.
- R-04 · 90 days. Name a boot-budget owner; late-attach the Android guest behind a static splash the way DC-2 late-attaches its HMI; verify 2.0 s on the bench.
- R-05 · 90 days. One HARA/TARA practice across both teams, co-engineered per ISO 26262 and ISO/SAE 21434, starting from the boundary register.
- R-06 · 90 days. Owners for the remaining 41 channels; change governance that re-verifies a boundary when a merge touches it, on evidence, not negotiation.
Cost accounting
- Assessment fee: US$6,500 fixed, 50% at signature, 50% on delivery. Evidence session fee already credited. AI inference and tooling, all on Andare accounts: US$58.
- Andare engineer time consumed: 64 hours across both teams, against an internal estimate of roughly 240 hours to produce the same register, trace, and evidence review manually. All scenario figures, stated to be challenged.
- Downside anchored: consumer-side replacement of one digital cluster runs US$1,062 to 1,116 in hardware plus US$75 to 150 reprogramming (published aftermarket data). A display-integrity field campaign across a 150,000-unit fleet is a nine-figure exposure before labor. Scenario arithmetic on sourced unit costs.
Decisions needed from you
- The R-03 hardware decision before the C-sample lock on Nov 15, 2026. Everything else is software and process.
- Owners for the 41 unowned channels: a name per channel, not a committee.
- How R-01 through R-06 get run: your team with a re-grade in Q1 before the OEM audit, or a fractional advisory cadence (from US$3,000 monthly, four hours a week) that keeps the weekly rhythm and writes you this same evidence trail every month. Either answer is fine; the grid is yours regardless.
What is already better than reference
The Vulkan SC safety layer with offline-compiled pipelines and static object pools (D3.3, grade 3) is ahead of most programs we grade, and the odometer isolation carried over from DC-2 is exactly right. Keep both; the roadmap builds around them.
This report and the full gap grid are the deliverable. The grid re-runs cheaply: same reference, same criteria, next quarter's evidence. A re-grade before the OEM audit turns "we fixed it" into a second graded document.
The same three weeks, read from three seats
- 63 channels, named and classified, replace "somewhere between 20 and 70."
- The hardware decision (R-03) arrives pre-framed with evidence and a closing date, while the window is still open.
- You walk into the Q1 OEM audit holding a graded grid and signed artifacts, not assertions.
- Both of your teams signed the same documents. That has not happened before.
- US$6,500 fixed, three weeks, 50/50 payment. No discovery phase that becomes a retainer.
- The output is a decision list with dates, not a study. One decision is hardware; the rest is software and process.
- Published aftermarket data prices a single cluster replacement above US$1,000; the assessment prices the fleet-level tail before the field does.
- Live cost accounting in the report: fee, US$58 of inference, 64 engineer-hours. Challenge any line.
- The reference is public and the scale is fixed: grade ICP-1 today, the next cockpit program with the same yardstick tomorrow.
- Re-grades are cheap by design; maturity becomes a trend line, not an anecdote.
- Fully remote by construction: client hands on client hardware, evidence over presence. Works identically across sites and regions.
- The method is disclosed: AI extracts and cross-references, engineers sign, the grade cites evidence. Nothing depends on one hero.
Scenario economics, stated as assumptions
Figures below are the Andare scenario's working assumptions, shown so the math can be challenged line by line. Your numbers replace them in the scoping call.
| Item | Manual baseline | With the assessment | Basis |
|---|---|---|---|
| Boundary inventory, 63 channels | ≈ 126 engineer-hours (63 × 2 h) | 14 engineer-hours of review + sign-off | Team estimate vs. scenario W1 actual |
| Telltale trace + evidence review | ≈ 96 engineer-hours (12 × 1 bench-day) | ≈ 22 engineer-hours incl. bench runs | Test lead estimate vs. scenario W2 actual |
| Assessment all-in | US$6,500 fixed + US$58 inference on Andare accounts + 64 engineer-hours total | Offer terms; scenario accounting | |
| Downside anchored | One digital cluster replacement: US$1,062 to 1,116 hardware + US$75 to 150 reprogramming, per unit. A 150,000-unit display-integrity campaign ≈ US$159 to 167M in hardware alone, before labor and reputation | RepairPal / Unionfab published costs; fleet size is a scenario assumption | |
The channel count stays an estimate, the telltale supervision stays an assertion, and the C-sample window closes with the supervision question unexamined. The OEM audit, or the field, asks it later at a very different price.
Three weeks in, the boundary is a signed register, every telltale has a classification and a timing, every claim reads evidence or NO EVIDENCE, and the one decision that must beat the hardware window is on your desk with both options costed.
Fixed fee, fixed scope, graded output
From US$6,500 for the assess phase shown on this page; the full sprint, adding a game-day rehearsal and coached fixes, runs US$12 to 18k. Two to three weeks: week 1 architecture and domain review, week 2 safe-rendering and telltale path, weeks 2 to 3 gap grid and roadmap. 50% at signature, 50% on delivery. Read-only access, everything on your accounts, fully remote. The Executive AI evidence session (US$1,500 to 3,000, prepaid, 100% creditable against any engagement) is the natural entry: bring one nagging cockpit workflow, leave with a live demonstration on your own artifacts and the findings that scope this assessment. The Fractional AI Advisor (from US$3,000 monthly) is the natural continuation when you want the roadmap run on a weekly cadence with the same evidence discipline.
The method, inspectable
- Coach, not referee. No assessor certification is held or claimed. You already buy referees: your OEM's assessors, your homologation authority. This engagement makes sure you walk into their audit with zero surprises.
- Zero egress. Read-only access, everything on your accounts, fully remote. Reports carry judgments and gaps, never your absolute parameters. The tooling is a single inspectable file your security team can read line by line.
- Independence your own AI cannot supply. Consistency is not correspondence: documents that agree with each other are graded here against the system's behavior and a published external reference, not against each other. E4 above is that method producing a falsified claim in writing.
- Blind-probe challenge (founding clients). Your QA lead picks the threads and gives the method two hours. No finding your own team agrees is real, no fee.
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