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The system of record for how work actually happens.

Optics_V8_Online

Total extraction from raw pixels.

Deploy autonomous computer vision to parse structured and unstructured data. Our biometric reticle locks onto tables, handwriting, and entities with sub-200ms latency.

99.9%
Vision Accuracy
<200ms
Target Lock
1536-D
Vector Output
L4
Autonomy Level
TARGET_LOCK_ACTIVE
Data_Stream
Target_Type
ENTITY_VENDOR
Confidence
0.999
Extracted_Value
ACME_CORP_LTD
Raw_Hex_Buffer
0x41 0x43 0x4D 0x45 _
Mem: 42%Proc: Neural_V4Sync: Stable
Vision Architecture

Not just reading text.
Understanding context.

Viewport_tables.sh
System_Log
> INITIALIZING GEOMETRIC_MAPPER... > DETECTED: 4 COLS, 12 ROWS > MERGED_HEADER: TRUE > RECONSTRUCTING NESTED ARRAY...
Capability Matrix

Process any modality.
No templates required.

Neural_V8 Active
Dataset: Global_Unconstrained
financial.sys

Financial Ledgers & Receipts

Extracts line items, taxes, and totals from crumpled, faded, or low-DPI receipts.

Confidence0.998
Avg_Latency120ms
.pdf.jpeg.heic
identity.sys

Identity & KYC Documents

Bypasses holograms and glare to extract MRZ codes, portrait coords, and text from IDs.

Confidence0.999
Avg_Latency85ms
.png.jpg.webp
engineering.sys

Engineering Blueprints

Reads isometric text, CAD annotations, and schematic measurements perfectly.

Confidence0.985
Avg_Latency340ms
.pdf.tiff.dxf
medical.sys

Medical & Handwritten

Decodes cursive physicians' notes and unconstrained handwriting natively.

Confidence0.962
Avg_Latency410ms
.pdf.jpg.png
Benchmark_Matrix.sh
RUNNING
Evaluation Metric
FyBrain Neural
Legacy OCR
Complex Table Reconstruction
Native JSON Arrays
Broken String Blocks
Multi-Language (Mixed)
Auto-Routing (40+)
Manual Declaration Required
Handwriting (Cursive)
Neural Stroke Mapping
Total Failure
Distorted / Low-DPI Scans
Auto-Enhance + Read
High Error Rate
Contextual Entity Linking
Yes (Key-Value Pairing)
No (Raw Text Only)
> SYSTEM_STATUS: SUPERIOR
Compute Allocation: Optimal
Developer Integration

Deploy optics with a
single API call.

Edge_Nodes: US-EAST, EU-WEST
Uptime: 99.999%
1import fybrain
2
3# Initialize the Neural Vision client
4client = fybrain.Client(api_key="fb_live_*******************")
5
6# Inject document and await structured topology
7response = client.vision.extract(
8 file="s3://acme-corp/invoices/inv_992.pdf",
9 models=["geometric_tables", "handwriting"],
10 schema="financial_ledger_v2",
11 webhook_url="https://api.acme.com/fybrain/callback"
12)
13
14print(f"Extraction queued. Job ID: {response.job_id}")
Webhook_Listener.sh
Port 8080 Listening
> 200 OK — POST /fybrain/callback
{
"status": "COMPLETED",
"job_id": "job_01H9X...",
"latency_ms": 142,
"data": {
"vendor": {
"value": "Acme Corp Ltd.",
"confidence": 0.999
},
"line_items": [
{
"description": "Neural Compute Cluster",
"amount": 2450.00,
"bounding_box": [120, 450, 800, 480]
}
]
}
}
> Waiting for next payload...
Sector Topography

Deploy across
any global sector.

Global Processing Feed
1
4
8
0
9
2
2
NODE_1

Finance & Accounting

[ Sub-100ms Latency ]

Annihilate manual data entry. The engine automatically maps line items, tax IDs, and varying totals across global invoice formats and crumpled receipts.

Extracted_Payload
"vendor_id":
"ACME_CORP"
"tax_number":
"GB_992_100"
"line_items":
"ARRAY[12]"
"total_sum":
"142500.00"
NODE_2

Legal & Compliance

[ 99.9% Extraction Accuracy ]

Isolate critical clauses, governing law, and execution dates. The engine detects signatures and maps unstructured paragraphs into searchable JSON vectors.

Extracted_Payload
"contract_type":
"MSA_AGREEMENT"
"effective_date":
"2026-01-15"
"liability_cap":
"5000000.00"
"signatures":
"DETECTED (2)"
NODE_3

Healthcare & Medical

[ HIPAA Compliant Pipeline ]

Decode physician handwriting, intake forms, and insurance claims. Automatically redact patient PII while structuring diagnosis codes for backend systems.

Extracted_Payload
"patient_id":
[REDACTED]
"diagnosis_icd10":
"J45.909"
"prescription":
"AMOXICILLIN"
"physician_sig":
"VERIFIED"
NODE_4

Supply Chain & Logistics

[ Edge-Compute Ready ]

Parse bills of lading, customs declarations, and shipping manifests instantly. Designed to read low-DPI scans and mobile photos from field operators.

Extracted_Payload
"tracking_awb":
"AWB-772-9901"
"origin_port":
"CN_SZX"
"dest_port":
"US_LAX"
"gross_weight_kg":
"1450.5"
Operational Security

We process your documents.
We don't keep them.

Enterprise-grade document extraction demands zero-trust architecture. Our ephemeral processing pipeline ensures your sensitive data is wiped the millisecond extraction is complete.

Active

Ephemeral Processing

Zero-Day Retention

Memory buffers are cryptographically wiped milliseconds after the JSON payload is transmitted. We train on zero customer data.

Active

Automated PII Redaction

On-the-fly Masking

The vision model isolates and scrambles SSNs, credit cards, and addresses before the text ever reaches the extraction layer.

Active

VPC / Air-Gapped Deploy

Isolated Infrastructure

Deploy the FyBrain engine directly inside your AWS, GCP, or Azure environment. Data never leaves your sovereign perimeter.

Active

Quantum-Resistant Crypto

AES-256-GCM / TLS 1.3

All streams are secured using end-to-end encryption with rotating keys managed entirely by your internal KMS.

PII_Masking_Engine
AUTO_REDACT: ON
Primary Account Holder
Johnathan R. Doe
EXPOSED
Social Security Number
XXX-XX-8821
EXPOSED
Credit Card Routing
4412 8901 2231 0991
EXPOSED
Private Address
128 Silicon Valley Blvd, CA
EXPOSED
Regulatory_Compliance
SOC-2 TYPE II
AUDITED
HIPAA / HITECH
COMPLIANT
GDPR / CCPA
ENFORCED
ISO 27001
CERTIFIED

Initialize the
Optical Engine.

Stop fighting legacy OCR templates. Deploy the world's most advanced multi-modal vision pipeline with a single API call.

Generate API Key
> curl -X POST /v8/vision/extract
Optics Online
Target: Global_Index
Vol: 100GB/s