LLMOps.Pro · Industrial Diagnostic Console · v1.3

Where Automation, Cryptographic Integrity,
and AI Converge.

One stack: legacy industrial intake + tamper-evident SHA-256 audit chain + grounded AI. We apply it to industries that need all three. ComplianceGxP for pharma is shipping. AgentContract for AI governance is open. Watch the platform work live below.

SYSTEM OPERATIONAL

Pillar 3 · AI

Diagnostic Console

Grounded AI — every answer cites sources, every exchange anchored to the Integrity Ledger. Today: trained on GxP frameworks for ComplianceGxP.

[STATUS: READY] [↓] BATCH EXPORT
// ComplianceGxP · regulatory knowledge base loaded
// frameworks: GAMP 5 · 21 CFR Part 11 · EU GMP Annex 11 · ICH Q7 / Q10
// type a question below — answer + sources will appear here and be anchored to the GxP Ledger →
>

Pillar 1 · Automation

Legacy Connectivity

[ROADMAP] [DEMO: ACTIVE]

Industrial intake — PLCs, Modbus, Data Historians, time-series stores. Each poll cycle anchors one sample to the Integrity Ledger. Today: simulated preview of Plant Signal Bridge, the planned edge agent for live operational telemetry.

T-201 Reactor jacket temp 22.2°C
P-105 Header pressure 2.7bar
FLOW-301 WFI loop flow 44.1L/min
VLV-415 Outlet valve 68.8%

Pillar 2 · Blockchain

Integrity Ledger

[STATUS: ACTIVE]

Sequential SHA-256 hash chain. Every Intake event and Console exchange is anchored — tamper-evident, regulator-ready. The same primitive that secures financial blockchains, applied to operational data.

chain length: 38
#0038 [batch_export] PDF exported · id=bex_20260604070035_3d0435 · chain_len=37 · pdf_sha256=40d21ceb7ba2…
prev 56b519e7f5e4… · hash 6fe9ed6382e7…
#0037 [batch_export] PDF exported · id=bex_20260604063810_e64ece · chain_len=36 · pdf_sha256=c06cbcc408db…
prev e689b7934e98… · hash 56b519e7f5e4…
#0036 [batch_export] PDF exported · id=bex_20260604033555_5eb712 · chain_len=35 · pdf_sha256=2bb921dba769…
prev 714f18667dd2… · hash e689b7934e98…
#0035 [legacy_sample] T-201 = 25.4°C · status=OK
prev 8e6cf3c279aa… · hash 714f18667dd2…
#0034 [legacy_sample] VLV-415 = 64.2% · status=OK
prev 25a5b92788d6… · hash 8e6cf3c279aa…
#0033 [batch_export] PDF exported · id=bex_20260603080952_08969f · chain_len=32 · pdf_sha256=a358c4b6bc95…
prev 3e880395dfd6… · hash 25a5b92788d6…
#0032 [batch_export] PDF exported · id=bex_20260602232308_5b7a3f · chain_len=31 · pdf_sha256=eed49e9d44dd…
prev da25e2ceeb71… · hash 3e880395dfd6…
#0031 [batch_export] PDF exported · id=bex_20260602182322_6906e2 · chain_len=30 · pdf_sha256=ca80cc25d750…
prev e476b49af8f5… · hash da25e2ceeb71…
#0030 [legacy_sample] FLOW-301 = 42.8L/min · status=OK
prev ddd9057c5aaf… · hash e476b49af8f5…
#0029 [legacy_sample] P-105 = 3.0bar · status=OK
prev d0eeb0c64b94… · hash ddd9057c5aaf…
#0028 [legacy_sample] T-201 = 21.0°C · status=OK
prev be02e0d98ca9… · hash d0eeb0c64b94…
#0027 [legacy_sample] VLV-415 = 68.0% · status=OK
prev bcce1efd0947… · hash be02e0d98ca9…
#0026 [batch_export] PDF exported · id=bex_20260602084338_627c0f · chain_len=25 · pdf_sha256=60ae051e22a1…
prev 6f6206a89099… · hash bcce1efd0947…
#0025 [legacy_sample] FLOW-301 = 54.2L/min · status=OK
prev d7b34d5e6c51… · hash 6f6206a89099…
#0024 [legacy_sample] P-105 = 3.1bar · status=OK
prev 0cd56c53c9ff… · hash d7b34d5e6c51…
#0023 [legacy_sample] T-201 = 24.5°C · status=OK
prev 2d2976ab6e21… · hash 0cd56c53c9ff…
#0022 [legacy_sample] VLV-415 = 71.7% · status=OK
prev c1447b6de4d2… · hash 2d2976ab6e21…
#0021 [batch_export] PDF exported · id=bex_20260602001128_f9aae7 · chain_len=20 · pdf_sha256=4770698de123…
prev 4b7b3be491ec… · hash c1447b6de4d2…
#0020 [legacy_sample] FLOW-301 = 47.7L/min · status=OK
prev a47a7478e1e6… · hash 4b7b3be491ec…
#0019 [batch_export] PDF exported · id=bex_20260601165722_b3791d · chain_len=18 · pdf_sha256=0f237fa256ad…
prev d4a968084c9f… · hash a47a7478e1e6…
#0018 [batch_export] PDF exported · id=bex_20260601081510_14f0cb · chain_len=17 · pdf_sha256=7859ebe0d31a…
prev 4fc69c55b9f7… · hash d4a968084c9f…
#0017 [batch_export] PDF exported · id=bex_20260601075953_89d4c1 · chain_len=16 · pdf_sha256=30087030f0dc…
prev 3ba1d4a1c87e… · hash 4fc69c55b9f7…
#0016 [batch_export] PDF exported · id=bex_20260531080016_a793ee · chain_len=15 · pdf_sha256=ac3c39addd90…
prev fa8a5658f4f9… · hash 3ba1d4a1c87e…
#0015 [legacy_sample] P-105 = 2.9bar · status=OK
prev f3d2cadd9e5f… · hash fa8a5658f4f9…
#0014 [batch_export] PDF exported · id=bex_20260530174404_cd1b8a · chain_len=13 · pdf_sha256=ba6157abd8a0…
prev 7db73a5e0f3c… · hash f3d2cadd9e5f…
#0013 [batch_export] PDF exported · id=bex_20260530174002_e47392 · chain_len=12 · pdf_sha256=58c7c9e068a6…
prev 6d2fb589c2dd… · hash 7db73a5e0f3c…
#0012 [batch_export] PDF exported · id=bex_20260530170013_df5d08 · chain_len=11 · pdf_sha256=650579699f65…
prev e46cc31bf143… · hash 6d2fb589c2dd…
#0011 [batch_export] PDF exported · id=bex_20260530165939_4de2b6 · chain_len=10 · pdf_sha256=28178a3cde61…
prev c5e93383a902… · hash e46cc31bf143…
#0010 [batch_export] PDF exported · id=bex_20260530163152_6442d0 · chain_len=9 · pdf_sha256=feaa1353e289…
prev fbbd170b46af… · hash c5e93383a902…
#0009 [batch_export] PDF exported · id=bex_20260530163031_9aeaf4 · chain_len=8 · pdf_sha256=273784efcbf6…
prev 0a7e6a65cfbc… · hash fbbd170b46af…
#0008 [legacy_sample] T-201 = 28.9°C · status=WARN
prev f7bacde07ef8… · hash 0a7e6a65cfbc…
#0007 [legacy_sample] VLV-415 = 65.6% · status=OK
prev 87a0e66e5b99… · hash f7bacde07ef8…
#0006 [batch_export] PDF exported · id=bex_20260530162815_b1477c · chain_len=5 · pdf_sha256=08183f974cff…
prev 989a4c3a7356… · hash 87a0e66e5b99…
#0005 [legacy_sample] FLOW-301 = 54.4L/min · status=OK
prev 54df1af6f43d… · hash 989a4c3a7356…
#0004 [legacy_sample] P-105 = 2.7bar · status=OK
prev 0f1f7e2434f6… · hash 54df1af6f43d…
#0003 [legacy_sample] T-201 = 24.4°C · status=OK
prev ff7ee4c2a8e6… · hash 0f1f7e2434f6…
#0002 [batch_export] PDF exported · id=bex_20260530162715_6bb4fe · chain_len=1 · pdf_sha256=ef351561f2da…
prev afb41903fdaa… · hash ff7ee4c2a8e6…
#0001 [genesis] GxP Ledger initialised — SHA-256 chain start
prev 000000000000… · hash afb41903fdaa…
38