Ab
AbëONE Convergence EngineLIVE
Advancing Eyecare · Marco Lombart · 1,688,546 records connected
Active Contracts
$2.4M
Annual Revenue+12%
Pipeline
$890K
Pending Quotes+34%
Recovery Target
$5.2M
vs $3.5M Current$1.7M gap
KB Articles
400K+
Documents Ingested94% accuracy
Avg Quote Time
< 2min
Was 2 Hours-98%

Service Protection Plans

Real-time view from SAP · Tier pricing · Equipment lookup by serial

EquipmentSerialTierPrice/yrCustomerStatusExpiry
OPD-Scan III
Visual System
OPD-2024-78342PM + Break Fix$4,200Sunshine Eye AssociatesActive2027-03-15
TRS-6100
Digital Refractor
TRS-2023-45112PM Only$1,800Atlantic Vision GroupActive2026-11-20
Ultra M5
Slit Lamp
ULT-2024-90221Break Fix Only$2,400Palm Beach OphthalmologyPending2027-06-01
Tonoref II
Tonometer
TON-2022-33891PM + Break Fix$3,600Jacksonville Eye CenterExpired2025-12-31
iON
Imaging System
ION-2024-56778PM + Break Fix$5,800Gulf Coast RetinaActive2028-01-10
LM-1800
Auto Lensmeter
LM-2023-12456PM Only$1,200Coastal OptometryActive2027-08-22
Encore
Exam Chair
ENC-2024-67890Break Fix Only$1,600Metro Vision CarePending2027-04-15
OPD-Scan III
Visual System
OPD-2023-34521PM + Break Fix$4,200Premier Eye PhysiciansActive2027-09-30
Revenue Recovery Progress$3.5M current → $5.2M target → $10M potential
$0Current: $3.5M (67%)Target: $5.2MPotential: $10M

7-Domain Epistemic Transformation

Cross-validated

Why this convergence works — validated across mathematics, engineering, physics, biology, cognitive science, military science, and philosophy.

Mathematics
Convergence

Disparate data streams (SAP, SFDC, GP, Vonage) converge to a single source of truth. Like limit theory—multiple sequences resolving to one value. N systems → 1 answer.

Mathematics: Convergence

Disparate data streams (SAP, SFDC, GP, Vonage) converge to a single source of truth. Like limit theory—multiple sequences resolving to one value. N systems → 1 answer.

Confidence: 94%
Software Eng.
API Mesh

Each system exposes data through its API. AbëONE merges at query time—no migration required. Event-driven architecture means zero data duplication.

Software Eng.: API Mesh

Each system exposes data through its API. AbëONE merges at query time—no migration required. Event-driven architecture means zero data duplication.

Confidence: 92%
Physics
Least Action

Instead of 13 people manually routing information, one AI finds the shortest path between question and answer. The principle of least action—nature always takes the optimal path.

Physics: Least Action

Instead of 13 people manually routing information, one AI finds the shortest path between question and answer. The principle of least action—nature always takes the optimal path.

Confidence: 96%
Biology
Transcription

Tribal knowledge is DNA—it must be transcribed before the organism can function. Greg leaving = losing genetic material. AI captures the transcription before it's lost forever.

Biology: Transcription

Tribal knowledge is DNA—it must be transcribed before the organism can function. Greg leaving = losing genetic material. AI captures the transcription before it's lost forever.

Confidence: 91%
Cognitive Sci.
Cognitive Load

Matt: 11,000 emails, 5hrs sleep. Miller's Law: humans hold 7±2 items. The system offloads working memory to AI—unlimited capacity, zero fatigue, instant recall.

Cognitive Sci.: Cognitive Load

Matt: 11,000 emails, 5hrs sleep. Miller's Law: humans hold 7±2 items. The system offloads working memory to AI—unlimited capacity, zero fatigue, instant recall.

Confidence: 95%
Military Sci.
OODA Loop

Observe (listen to calls) → Orient (match knowledge base) → Decide (recommend action) → Act (generate quote + DocuSign). Speed of the OODA loop = competitive advantage.

Military Sci.: OODA Loop

Observe (listen to calls) → Orient (match knowledge base) → Decide (recommend action) → Act (generate quote + DocuSign). Speed of the OODA loop = competitive advantage.

Confidence: 93%
Philosophy
Occam's Razor

One interface. One question. One answer. Not 6 OCTs across 4 spreadsheets in tribal knowledge. Parsimony: the simplest solution that works is the right one.

Philosophy: Occam's Razor

One interface. One question. One answer. Not 6 OCTs across 4 spreadsheets in tribal knowledge. Parsimony: the simplest solution that works is the right one.

Confidence: 97%