Ingest / CAD Intelligence

PIPELINEPARSE → INFER → EXTRACT

TARGET SWITCH DELTA · PART-LEVEL

Drop CAD file

.STEP · .STP · .IGES · .X_T · .STL · .SLDPRT

OR PASTE PLM LINK · OR PULL FROM TEAMCENTER

◆ INFERRED FROM CAD

PART ID

—

TYPE

—

MATERIAL

—

MASS

—

VOLUME

—

SURFACE AREA

—

ENVELOPE

—

BUY-TO-FLY

—

PROCESS ROUTE

—

GEO CONFIDENCE

—

TOL CLASS

—

LIFECYCLE · CRADLE-TO-GRAVE

DOWNTIME EXPOSURE MODEL

INVENTORY + WORKING CAPITAL

RESILIENCE · NODE GRAPH

CARBON + SCOPE 1+2+3

REGIONAL / STRATEGIC IMPACT

CRADLE-TO-GRAVE IMPACT MODELLING

COST-OF-INACTION ANALYSIS

◆ RECENT SWITCH ANALYSES

HYD-MANIFOLD-911204·09 · $3.1M/YR

PUMP-COVER-440804·09 · $1.4M/YR

GEAR-HSG-B9A04·08 · $2.8M/YR

◆ OPERATING CONTEXT

◆ SECTOR

◆ MATERIAL

USE CASE

CONSEQUENCE

Supply Chain

POINT OF NEED

— SELECT LOCATION —▾

EUROPE

United Kingdom

Germany

France

AMERICAS

USA / East Coast

USA / West Coast

USA / South (Wichita)

Brazil / São Paulo

MIDDLE EAST

UAE / Dubai

Saudi Arabia

ASIA PACIFIC

Japan

South Korea

Singapore

India / Bangalore

Australia / Sydney

SUPPLIER / SOURCE

— SELECT SUPPLIER —▾

AMERICAS

USA / South (Wichita)

USA / East Coast

USA / West Coast

Brazil / São Paulo

EUROPE

United Kingdom

Germany

France

MIDDLE EAST

UAE / Dubai

ASIA PACIFIC

Japan

South Korea

China

India / Bangalore

CUSTOMS EXPOSURE

SHIPPING MODE

SUPPLY MODEL

Operations

DISRUPTION FREQUENCY

8.0/yr

LOWMODERATEHIGH

DOWNTIME COST / HR

$10K/hr

$1K$100K$500K

FILL RATE

72%

LOWMODERATEHIGH

DOWNTIME PER EVENT

52 hr

HOURSDAYSWEEKS

SERVICE PENALTY

COST OVERRIDE

Inventory

SAFETY STOCK POSTURE

STOCK COVERAGE

45 d

LOWSTANDARDEXTENDED

OBSOLESCENCE SENSITIVITY

CRITICAL BUFFER

BATCH ECONOMICS

BUILD LOT SIZE

SUPPLIER MOQ

CAMPAIGN FREQ / YR

Network & Qual

PART CRITICALITY

QUALIFICATION URGENCY

TARGET NODE REGION

— SELECT REGION —▾

EUROPE

United Kingdom

Germany

AMERICAS

USA / East Coast

USA / West Coast

MIDDLE EAST

UAE / Dubai

ASIA PACIFIC

Singapore

Japan

India / Bangalore

NODE RESPONSE

LAST NORMALIZED: (change any control to see live values)

CAD INTELLIGENCE PIPELINE // UNSPECIFIED PART · AWAITING CAD

ELAPSED 00:06.124 · 6 OF 6 LAYERS · 47 FEATURES · 218K MESH FACES

PARSE · BREP + PMI

✓ 612ms

FEATURE GRAPH

✓ 894ms

MATERIAL + TOL INFER

✓ 1.21s

MANUFACTURABILITY

✓ 1.48s

COST DRIVER EXTRACT

✓ 1.42s

SWITCH DELTA RESOLVE

● 532ms

PARSER OUTPUT

PARSED—

SOURCE—

FILE TYPE—

UNITS—

BOUNDING BOX—

VOLUME—

SURFACE AREA—

FACE COUNT—

TRIANGLE COUNT—

MANIFOLD—

VALIDATION

BBOX VALID—

VOLUME VALID—

MASS VALID—

SCALE CHECK—

SMOKE TEST—

ENGINE

PART MASS—

OLD BTF—

OLD MACH HRS—

ANNUAL VALUE—

NPV 10Y—

INPUTS UPDATED—

◆ PARSED GEOMETRY · ISO VIEW

EXTRACTED FEATURES → MANUFACTURABILITY SCORE → BTF · MACHINE HRS · INSPECTION COST → TAI ENGINE

CAD INTELLIGENCE

AWAITING CAD UPLOAD

UPLOAD A PART FILE TO ACTIVATE

AWAITING CAD UPLOAD

UPLOAD A PART FILE ABOVE TO LOAD GEOMETRY INTO THIS VIEWPORT

AWAITING CAD UPLOAD

UPLOAD A PART FILE TO ACTIVATE

◆ PROCESS MAP · ISO

LPBF

POST-CNC

INSP

QUAL

SUPPORT

POWDER

AWAITING CAD UPLOAD

UPLOAD A PART FILE TO ACTIVATE

◆ COST DRIVERS · INFERRED6 / 47

F-03 · Pin bore Ø24 · FASTENER INTERFACEINSPECT CRITICALBore grind req'd → machine +2.1h · HIGH DIMENSIONAL CONFIDENCE REQUIRED · yield risk ↑

F-12 · Web thin wall 1.8mmFAILURE RISKDistortion risk ↑ → support +18% → post-proc step added · reject rate ↑

F-21 · 4× M10 bolt patternPROCESS CONST.5-axis hold req'd → setup +1 · pos cert ±0.1mm → CMM mandatory

F-34 · 52° overhang faceGEO-INDUCEDSupport vol +22% → removal +1.4h → surface quality risk at 52° interface

F-08 · Fillet R0.8 internalTOOLING LOCKR0.8 ball-end req'd → tool change +1 · cycle ↑ · stress conc. risk at root

F-17 · Ra 0.8 bearing surfaceOKAchievable via DMLS + light finish pass → no constraint on current process

◆ MANUFACTURABILITYANTONYM NODE · A−

PRINTABILITY

0.92

Driven by: F-03, F-08 · geometry within envelope

FINISH REACH

0.88

Driven by: F-17 · Ra 0.8 limits deep-bore access

SUPPORT BURDEN

0.74

Driven by: F-34 (52°) + F-12 · primary drag

HEAT TREAT FIT

0.91

Driven by: F-12 wall mass delta · within spec

INSPECTION

0.84

Driven by: F-03 bore geometry + F-21 pos tol · CMM mandatory

QUAL FIT

0.93

Driven by: all features within qualification envelope

◆ EXTRACTED COST DRIVERSOLD → ANT.

MATERIAL USE 19.8 kg → 3.4 kg
MACHINE HOURS 14.2h → 6.1h
SETUP COUNT 6 → 1
POST-PROCESS 4 steps → 2
QUAL ARTIFACTS per-unit → amortised

          FEEDS: BTF · machining hours · inspection cost · yield model

          Geometry-derived. Tolerances inferred where not explicitly defined.

Value / Unlocked by Switching

PART UNSPECIFIED PART · AWAITING CAD

SWITCH OLD WAY → ANTONYM NETWORK

TAI INDEX · SWITCH DECISION METRIC

— / 100

—

ECONOMIC OPERATIONAL ENVIRONMENTAL SOVEREIGNTY

Value Unlocked by Switching to the Antonym Network

Old Way → Antonym
Distributed Network

18-WEEK OEM PIPELINE → 72-HOUR LOCAL NODE PRODUCTION · PART-LEVEL SWITCH

ANNUAL VALUE UNLOCKED

—

CASE POSITIVE ≥ 1 UNIT/YR · SWEET SPOT 5–70 UNITS/YR

LEAD TIME REDUCTION

—

126 DAYS → 3 DAYS · AT LOCAL NODE

LIFECYCLE CO₂ REDUCTION

—

CRADLE-GRAVE · 142 → 48 kg / PART

VALUE AT RISK (DOWNTIME)

—

COST OF INACTION

DAILY LOSS

—

QUARTERLY LOSS

—

90-DAY VALUE DESTRUCTION

—

Switch Confidence

—

CAD + FEATURES—

MATERIAL FIT—

DOWNTIME PRIORS—

LOGISTICS COSTS—

NODE CAPACITY—

DEMAND CURVE—

◆ WHY THIS PART SHOULD SWITCH

◆ SOVEREIGNTY IMPACT · DERIVED

ECONOMIC OUTPUT

GVA Added —

GDP Contribution · Proxy —

Tax Base Retained —

LABOUR · CAPABILITY

Local Jobs Supported —

Domestic Capability Uplift —

SYSTEM · SOVEREIGNTY

Local Value Retained —

Supply Chain Localisation —

High-Skill Work Retained —

Resilience Score —

Dependency Reduction —

Working Capital Released —

Switching to distributed production repatriates manufacturing capability — retaining GVA, tax base, and critical-tier resilience within the domestic industrial base.

◆ TAI INDEX · COMPONENT DECOMPOSITIONAWAITING CAD UPLOAD

Architecture / Old Way vs Antonym Way

MODE SUPPLY CHAIN TOPOLOGY COMPARE

SCOPE SINGLE PART · END-TO-END

SUPPLY CHAIN STEPS

—

TOTAL DISTANCE

—

COORDINATION LAYERS

—

LEAD TIME

—

—

TOPOLOGY SOURCE: DEFAULT

◆ SUPPLY CHAIN TOPOLOGY

ARCHITECTURE

◆ OLD WAY
CENTRALISED
MEGAFACTORY

LINEAR PIPELINE · SINGLE POINT OF FAILURE · HIGH LATENCY

COORD LAYERS 7 → 1 (API)
HANDOFFS 9 → 4
EXEC MODE HUMAN-COORDINATED → MACHINE-ORCHESTRATED

◆ ANTONYM WAY
DISTRIBUTED
NODE NETWORK

DISTRIBUTED EXECUTION · PARALLEL ROUTING · API-DRIVEN

◆ TOPOLOGY INSIGHTS · DERIVED

—

◆ METRIC

OLD WAY · CENTRALISED

ANTONYM WAY · DISTRIBUTED

Unit landed cost

$36,400

$11,800  −68%

Lead time · end-to-end

126 days

3 days  −98%

Lead time variance · σ

±22 days

±6 hours  −99%

Downtime exposure · $/yr

$12.6M

$0.9M  −93%

Spare fill rate

72%

99.2%  +38%

Inventory required · units

6

0 on-demand  −100%

Working capital tied up

$218K

$0  −100%

Transport distance · avg

—

—

Lifecycle CO₂ · kg/part

—

—

Resilience · reroute paths

1 · SPOF

3 nodes · dynamic  +480%

Lifecycle / Cradle-to-Grave Decomposition

PHASES 4 · MFG · SUPPLY · OPS · EOL

SCOPE 63 VALUE POOLS MODELLED

VALUE CONCENTRATION · PHASE CONTRIBUTION TO ANNUAL DELTA

MFG —

SUPPLY —

OPS — ★

PHASE A · BIRTH

Birth / Manufacturing

efficiency layer

—

CORE ECONOMICS

Raw material + price vol.—
Tooling + FAI amortisation—
Machine time · 14.2→6.1h—

SYSTEM BEHAVIOUR

Labor + iteration · 6→1—
Scrap + rework + disposal—

STRATEGIC IMPACT

Post-process · 4→2 steps—
QA + cert + qualification—

◆ HIDDEN SYSTEM COSTS (PRIMARY DRIVERS)

Ti price volatility exposure from buffer stock · captured. Yield/rework loss (8% CNC → 2.6% DMLS) · explicit. Hazmat disposal $8.5/kg swarf · disclosed. Engineering iteration ECO cost $12K → $850 · modelled.

ENVIRONMENTAL

Process energy CO₂—
Material waste CO₂—
Coolant stream CO₂—
CO₂ / part (old → new)—

STRATEGIC / RESILIENCE

Manufacturing agility—
Supplier dependency—
Manufacturing flexibility—
IP leakage risk—
Local capability value—

PHASE B · MOVEMENT

Movement / Supply Chain

latency layer

—

CORE ECONOMICS

Ocean freight · 8,400 km—
Customs · duty 6.2%—
Warehousing · 6 nodes—

SYSTEM BEHAVIOUR

Inventory carrying · 12.4%—
Variance buffer · ±22d—

STRATEGIC IMPACT

Expediting · disruption events—
Transit insurance—

◆ HIDDEN SYSTEM COSTS (PRIMARY DRIVERS)

Shadow inventory at every handoff node · +$124K. Demurrage + port-delay events (2.8/yr avg) · +$86K. Duty reclaim admin drag · +$18K.

ENVIRONMENTAL

Transport emissions—
Warehouse energy CO₂—
Packaging logistics CO₂—
Port handling CO₂—

STRATEGIC / RESILIENCE

Lead-time variance · coordination—
Concentration risk · bullwhip—
Customs · currency + delay—
Disruption exposure—
Reroute option value—

PHASE C · LIFE · PRIMARY VALUE DRIVER

Life / Operations

existential risk layer

—

— of total value unlocked

CORE ECONOMICS

Disruption events · old → new—
Over-maintenance overhead—
Fill rate · 72 → 99%—

SYSTEM BEHAVIOUR

Reroute · dynamic—
Service penalties · SLA—

STRATEGIC IMPACT

Planning + shadow inventory—
Asset utilisation loss—

◆ HIDDEN SYSTEM COSTS (PRIMARY DRIVERS) · LARGEST

Over-maintenance from lead-time uncertainty · +$312K. Cascading schedule disruption across hub · +$268K. Customer compensation under service SLAs · +$94K.

OPERATIONAL METRICS · CRITICAL

MTBF (old → new)—
Cost / downtime event—
Disruption rate (old → new)—
Fill rate (old → new)—
Resilience score—
Latency removed—

ENVIRONMENTAL

Emergency air-freight CO₂—
Recovery logistics CO₂—
Idle asset emissions—
Overproduction inefficiency—

STRATEGIC / RESILIENCE

Operational readiness value—
Replacement latency cost—
External dependency exposure—
Local availability advantage—
Redundancy + N+1 value—

PHASE D · DEATH

Death / End-of-Life

recovery layer

—

CORE ECONOMICS

Ti scrap recovery value—
Disposal cost avoided—
Powder reclaim · recycling Δ—

SYSTEM BEHAVIOUR

Reman potential · unlocked—
Lifecycle extension + repair—

STRATEGIC IMPACT

Replacement cycle savings—
Reverse logisticsflat

◆ HIDDEN SYSTEM COSTS (PRIMARY DRIVERS)

Chip recovery from subtractive path never priced · +$28K. Ti sponge feedstock loop closes at node level · circular premium.

ENVIRONMENTAL

Disposal emissions CO₂—
Recycling efficiency CO₂—
Circularity benefit CO₂—

STRATEGIC / RESILIENCE

Circular supply chain—
Local reuse capability—
Digital twin value—

◆ CROSS-PHASE · INVENTORY POSITION

WC locked —
Capital released —
Days on hand (old→new) —
Turns / yr (old→new) —
Stockout risk (old→new) —

◆ CRADLE-TO-GRAVE TOTAL · GROSS PHASE SAVINGS · BEFORE PLATFORM FEE

COST OF INACTION / DAY  $24.0K / DAY DESTROYED

A · MFG —
B · SUPPLY —
C · OPS ★ —
D · EOL —
TOTAL
—

◆ NETWORK EFFECT APPLIED · ANTONYM MOAT MODEL

Utilisation gain —
Rerouting capability —
Network redundancy —
Nodes · regions —
Moat score —

SUPPLEMENTAL VALUE (beyond NPV)

— / YR

Value / Switching Decomposition

HORIZON ANNUAL · NPV 10Y @ 9.4%

SCOPE PART-LEVEL SWITCH DELTA

◆ WATERFALL · OLD WAY TCO → ANTONYM ANNUAL VALUE UNLOCKED ($M/YR)

OLD WAY
TCO REF

—

MFG
DELTA

—

LOGISTICS
DELTA

—

INVENTORY
RELEASE

—

DOWNTIME
AVOIDANCE

+$0.31M

CARBON
DELTA

+$0.42M

RESILIENCE
PREMIUM

−$0.61M

ANTONYM
FaaS FEE

−$0.38M

QUAL
AMORTISE

—

ANNUAL VALUE
UNLOCKED

ANNUAL VALUE UNLOCKED

—

▲ vs OLD WAY TCO

NPV · 10Y @ 9.4%

—

PAYBACK

—

▲ ON QUAL CAPEX

CO₂ AVOIDED · YR

—

▲ SCOPE 1+2+3

◆ LIFECYCLE CO₂ · CRADLE-TO-GRAVE · kg/PART

EXTRACTION · Ti SPONGE

—

FEEDSTOCK PROC

—

MANUFACTURING

—

FREIGHT

—

OPERATIONAL LIFE

—

END-OF-LIFE · RECOVERY

—

Sensitivity / Commercial Drivers

MODE LIVE RESOLVE · ANNUAL VALUE UNLOCKED

ANCHOR UNSPECIFIED PART · AWAITING CAD

◆ DRAG TO REMODEL · VALUE UNLOCKED UPDATES LIVE

ANNUAL DEMAND · UNITS48

1050100

DOWNTIME COST · $/HOUR$10K

$0$5K$10K

MATERIAL COST · $/KG$50

$20$60$100

FREIGHT COST · $/KG · OLD WAY$14

$4$15$30

WACC · CAPITAL COST9.4%

5%10%15%

SUPPLY FILL RATE · %72%

40%70%98%

DISRUPTION PROBABILITY · 10Y22%

0%25%50%

LEAD TIME VARIANCE · DAYS σ14

01530

◆ RESOLVED · ANNUAL VALUE UNLOCKED

—

P25 — · P75 — · 10Y NPV UNCERTAINTY BAND

IRR · DCF

—

PAYBACK

—

BREAK-EVEN

—

COI / DAY

—

◆ OPERATIONAL EXPOSURE · OLD-WAY POSTURE

DOWNTIME RISK / YR—

FILL-RATE GAP PENALTY—

EMERGENCY PROCUREMENT—

INVENTORY CARRY + OBS—

QUAL AMORT BURDEN / YR—

CUSTOMS + BORDER DRAG—

QUAL CAPEX $380K · INVESTMENT BASIS $836K · SECTOR AEROSPACE

◆ TORNADO · FULL-RANGE DRIVER SENSITIVITY

—

DOMINANT DRIVER—

DOMINANCE RATIO—

VOLATILITY SURFACE—

SWING ASYMMETRY—

DRIVER PATTERN—

◆ SCENARIO RANGE · SECTOR-CALIBRATED P25–P75

P25 · DOWNSIDE
—
—
P50 · BASE
—
CURRENT POSTURE
P75 · UPSIDE
—
—

          SPREAD — · P25–P75
          TOP DRIVERS — · —
        
—

◆ STRATEGIC DEPENDENCY · SWITCH POSTURE

RESILIENCE SCORE

—

SELECT SECTOR TO ACTIVATE

DEPENDENCY RED.

—

INVENTORY + NETWORK

QUAL EXPOSURE

—

% OF ANNUAL VALUE

AVAILABILITY GAIN

—

FILL RATE DELTA

SWITCH CASE SIGNAL

—

Methodology / Model Stack + Sources

LAYERS 6 · ALL METRICS BACK-REFERENCED

SOURCES 14 · 12 VERIFIED · SYNC 13:14Z

◆ ASSUMPTION LEDGER + PROVENANCE14 INPUTS

OEM lead time · baseline—OPERATOR

Disruption cost · $/hr—SECTOR PROFILE

Event rate · old supply—SECTOR PROFILE

Fill rate · historical—OPERATOR

Material · $/kg powder—MATERIAL PROFILE

Ocean freight · $/kg14.20FREIGHTOS

Customs duty · baseline6.2%USITC

Carbon intensity · grid0.41 kg/kWhEIA 2026

Carbon price · ETS fwd$88/tUK ETS

WACC · discount rate9.4%CFO

Qualification capex—SECTOR PROFILE

◆ MODEL STACKTAI-SWITCH v2.0

CAD ingest · BREP + PMI parsing

STEP/IGES parsed into dual-graph (faces, edges, topology). FeatureNet v3 labels 47 features with PMI tolerance lift. Material, mass, envelope, and buy-to-fly inferred from geometry + feature corpus. Output: parsed feature graph.

Cost driver extraction · physics priors

Machine time, material utilisation, setup count, post-process steps, and inspection burden estimated for both OLD WAY (subtractive) and ANTONYM WAY (DMLS + finish). Physics-based thermal, tolerance-stackup, and fixturing models trained on 312K qualified parts.

Dual architecture simulation

OLD WAY pipeline (7-node linear chain, 126-day mean, ±22-day σ) and ANTONYM WAY network (3-node parallel reroute, 3-day mean, ±6-hour σ) simulated in parallel. Includes freight, customs, warehousing, inventory carrying, node capacity, and reroute dynamics.

Operational exposure engine

Monte Carlo over failure cadence, demand volatility, disruption probability, and lead-time variance (10,000 samples). Produces disruption event distribution, fill-rate distribution, and probability-weighted downtime exposure for both architectures.

Lifecycle LCA engine · ISO 14040

Cradle-to-grave CO₂ accounting across extraction, feedstock processing, manufacturing, freight, operational life, and end-of-life recovery. Scope 1+2+3 applied to both architectures. Grid intensity localised per node geography.

Switch delta resolver · Bayesian

Posterior over 14 commercial drivers with freshness-weighted priors. Outputs annual value unlocked, NPV, IRR, payback, confidence bands, and tornado sensitivity. Every metric is back-referenced to formula, input values, source, and source date via the provenance ledger.

Report / Board-Ready Part Dossier

FORMAT 18-PAGE DILIGENCE MEMO

GRADE BOARD-READY · SIGNED

SWITCHING DOSSIER · UNSPECIFIED PART · AWAITING CADCENTRALISED → ANTONYM NETWORK · 18-PAGE MEMO

TAI-SWITCH

v2.0

2026·04·10

Executive Summary · excerpt from page 1

Upload a CAD file to generate the executive summary for your part.

Headline Metrics

ANNUAL VALUE

—

LEAD TIME

—

DOWNTIME AVOIDED

—

LIFECYCLE CO₂

—

Report Contents · 18 pages · 13 chapters

· Executive Summaryp.01
· Environmental Analysisp.11
· Part Overviewp.02
· Resilience Analysisp.12
· Switching Thesisp.03
· Regional Impactp.13
· Old Way vs Antonym Wayp.04
· Sensitivity + Scenariosp.14
· Lifecycle Economicsp.06
· Methodologyp.15
· Downtime Exposurep.08
· Source Appendixp.17
· Inventory + WCp.10
· signatures + hashp.18

Cost of Inaction · Legacy Leak Rate

COST OF INACTION

PER DAY

—

PER QUARTER

—

VALUE DESTROYED · 90 DAYS

—

Sunk Cost Treatment · Accounting Transparency

Historical Sunk Cost	—	Excluded from NPV — past, unrecoverable
Trapped Capital (Recoverable)	—	Enters switch NPV — released day 1
Legacy Continuation Cost	—	Included in COI — ongoing annual drain
Switching Friction Cost	—	One-time transition cost — amortised in NPV

TAI-SWITCH // · HASH 7f3c…9e11 · SIGNED

◆ INTERNAL JUSTIFICATION KIT

GENERATE 18-PAGE DOSSIER (PDF)↓

EXPORT · EXEC SUMMARY (PDF · 2 PAGES)↓

EXPORT · BOARD DECK (PPTX)↓

EXPORT · LIFECYCLE MODEL (XLSX)↓

EXPORT · SOURCE APPENDIX ONLY↓

TRANSMIT TO PROCUREMENT + CFO→

◆ REPORT PROPERTIES

PAGES18
CHARTS / EXHIBITS22
CITATIONS14
FORMULA BACK-REFS47
CONFIDENCE—
SYNC FRESHNESS13m

◆ AUDIT LOG

22:11L1 · CAD parse · 47 feat
22:13L2 · cost drivers extracted
22:14L3 · dual architecture sim
22:16L4 · exposure MC · 10K
22:18L5 · LCA · ISO 14040
22:19L6 · switch delta $8.4M
22:19dossier sealed · 7f3c…9e11

Ingest / CAD Intelligence

◆ INFERRED FROM CAD

◆ RECENT SWITCH ANALYSES

◆ COST DRIVERS · INFERRED6 / 47

◆ MANUFACTURABILITYANTONYM NODE · A−

◆ EXTRACTED COST DRIVERSOLD → ANT.

Value / Unlocked by Switching

◆ WHY THIS PART SHOULD SWITCH

◆ SOVEREIGNTY IMPACT · DERIVED

◆ TAI INDEX · COMPONENT DECOMPOSITION

Architecture / Old Way vs Antonym Way

Lifecycle / Cradle-to-Grave Decomposition

Value / Switching Decomposition

◆ WATERFALL · OLD WAY TCO → ANTONYM ANNUAL VALUE UNLOCKED ($M/YR)

◆ LIFECYCLE CO₂ · CRADLE-TO-GRAVE · kg/PART

Sensitivity / Commercial Drivers

◆ DRAG TO REMODEL · VALUE UNLOCKED UPDATES LIVE

◆ RESOLVED · ANNUAL VALUE UNLOCKED

◆ TORNADO · FULL-RANGE DRIVER SENSITIVITY

◆ SCENARIO RANGE · SECTOR-CALIBRATED P25–P75

Methodology / Model Stack + Sources

◆ ASSUMPTION LEDGER + PROVENANCE14 INPUTS

◆ MODEL STACKTAI-SWITCH v2.0

Report / Board-Ready Part Dossier

Executive Summary · excerpt from page 1

Headline Metrics

Report Contents · 18 pages · 13 chapters

Cost of Inaction · Legacy Leak Rate

Sunk Cost Treatment · Accounting Transparency

AI Intelligence · Non-Obvious Insights

AI Recommendation

Key Caveats · Decision Risks

◆ INTERNAL JUSTIFICATION KIT

◆ REPORT PROPERTIES

◆ AUDIT LOG