LabCoat

Audit-Proof Science. Personally Integrated.

Standalone AR smart glasses with zero-latency edge capture and instant FDA 21 CFR Part 11 compliance—hands-free, without touching a keyboard or removing gloves.

< 1 ms
Local Write Latency
+40%
Bench Throughput
100%
FDA Part 11 Ready
Cleanroom Suite B / Procedures / BTH-2026-09
Live Sync Active
Active Standard Operating Procedure

SOP-BIO-449: Monoclonal Antibody Purification

Operator
Dr. Aris Thorne (QA-04)
✓ 01. Verify Column Integrity (AKTA-Pure-02)
Signed & Hashed
✓ 02. Equilibrate Resin with 5CV Buffer A
Signed & Hashed
● 03. Inject Elution Buffer (LOT-ELU-9021)
AR HUD ACTIVE
Flow: 1.50 mL/min
UV: 280 nm (0.84 AU)
Temp: 4.2°C (Cold Room)
Scan: QR Authenticated
Wristband confirmation ready Auto-recording 5s Dashcam Clip
04 04. Collect Peak Fraction in Sterile Vessel
Pending
SHA-256 Cryptographic Hash Stamped Sync: 0.18ms

Stalled by Yesterday's Tools

Despite operating at the bleeding edge of science, cleanroom workflows remain bound by outdated documentation methods.

01

The Outdated Paradigm

Manual paper clipboards and post-shift transcription introduce fatal human errors into cleanroom batch records.

02

The Missing Personal Link

Scientists operate complex instruments while completely isolated from digital SOPs and automated verification.

03

Severe Lost Productivity

The "degloving penalty"—stepping away to type at terminals—wastes up to 35% of active cleanroom shift time.

04

ALCOA+ Violations

Delayed manual entries fail FDA contemporaneous integrity standards, exposing facilities to Form 483 warnings.

Paper binders on cleanroom bench Scientist isolated from computer screens Degloving penalty in cleanroom Manual paper batch records in lab
Auto-cycling

Transforming Action into Immutable Records

Experience how LabCoat connects physical human interaction to digital compliance in real time. Watch how a single reagent scan synchronizes across the scientist's AR glasses, the regulatory ledger, and central LIMS.

Window A: Wearable AR HUD
POV: Meta Wearables Edge Model
IMU: Head Stable Buffer: 5s Dashcam Active
Window B: 21 CFR Part 11 Ledger
Append-Only Event Stream
ALCOA+: Contemporaneous NTP Epoch Milliseconds
Window C: Central LIMS Sync
Enterprise Database Bridge
Inventory: Auto-Deducted Calibration: Verified Active

Four Pillars of Personal Laboratory Intelligence

LabCoat connects edge wearable hardware, local-first storage, and an enterprise command dashboard into one unified operating system.

Pillar 01

Hands-Free AR & Edge Vision

Standalone smart glasses project SOP guidance in peripheral view. A 5-second circular dashcam buffer captures objective proof only when procedural milestones occur.

Standalone Meta SDK 100% Offline PGlite
Pillar 02

Regulatory Integrity & E-Signatures

Built for FDA 21 CFR Part 11 and GAMP 5. Features dual-factor e-signatures, SHA-256 edge hashing, and audited revision request workflows with supervisor review.

Part 11 § 11.10(e) SHA-256 Tamper-Proof
Pillar 03

Interconnected Network & Global Record

Single source of truth across facilities. Live 2D/3D spatial floorplan, batch genealogy trees linking lots to finished vials, and automated calibration lockouts.

2D/3D Spatial Map Batch Genealogy Tree
Pillar 04

Real-Time LIMS Integration

Eliminate manual data bridges. Bi-directional sync with existing LIMS, ELN, and ERP platforms automates stock deductions and compiles locked batch PDFs with one click.

Zero Post-Shift Lag Locked PDF Release

Proven ROI for Regulated Operations

Explore how shifting from passive binders to intelligent personal execution transforms laboratory efficiency and audit readiness.

Cleanroom Throughput
+40%

Increase in Active Bench Throughput

By eliminating the constant degloving penalty and keyboard transcription inside laminar hoods, operators execute protocols smoothly without stepping away from biosafety cabinets.

Operation Legacy Paper / Kiosk LabCoat AR
Protocol Data Entry 22 min / run (Delayed) < 1 sec (Heads-Up)
Reagent Lot Verification Manual Lookup & Transcription Instant CV Scan
Second-Person Verification Physical Supervisor Wait Dashcam Video Proof
“Before LabCoat, our cleanroom operators spent a third of their shifts degloving to type into stationary computers. LabCoat gave our team their hands back, eliminated paper logbooks, and made our batch records 100% audit-proof on day one.”
Dr. Marcus Vance, VP of Quality Assurance & Manufacturing, Resilience Bio

Engineered for FDA 21 CFR Part 11 & ALCOA+

LabCoat guarantees compliance by design. We turn data integrity from an administrative vulnerability into mathematical certainty.

A • Attributable

Operator Binding

Every action uniquely tied to verified operator badge and device serial number.

Audit Trail 100% Bound
L • Legible

Standardized Digital

Eliminates illegible handwriting, crossed-out notes, and ambiguous binder entries.

Record Integrity Optical Verified
C • Contemporaneous

Sub-Millisecond Edge

Logged at the exact millisecond of physical action via embedded PGlite WASM storage.

Latency < 1ms Write
O • Original

Point-of-Origin Capture

Primary record captured directly at the biosafety hood without secondary transcription.

Transcription Error 0.0%
A • Accurate

Cryptographic Proof

Every payload hashed with SHA-256 to prove zero offline client-side tampering.

Hash Standard SHA-256 Validated
+ • Complete

Full Audit Footprint

Includes operator telemetry, IMU head orientation, and 5s video verification buffers.

Context Scope Full Surround
+ • Consistent

NTP Epoch Time-Lock

Unified chronological sequencing across edge wearables and enterprise LIMS instances.

Clock Drift < 0.05ms NTP
+ • Enduring

Offline-First Durability

Zero data loss during network blackouts; commits to local flash and syncs when online.

Persistence 100% Guaranteed
A • Attributable

Operator Binding

Every action uniquely tied to verified operator badge and device serial number.

Audit Trail 100% Bound
L • Legible

Standardized Digital

Eliminates illegible handwriting, crossed-out notes, and ambiguous binder entries.

Record Integrity Optical Verified
C • Contemporaneous

Sub-Millisecond Edge

Logged at the exact millisecond of physical action via embedded PGlite WASM storage.

Latency < 1ms Write
O • Original

Point-of-Origin Capture

Primary record captured directly at the biosafety hood without secondary transcription.

Transcription Error 0.0%
A • Accurate

Cryptographic Proof

Every payload hashed with SHA-256 to prove zero offline client-side tampering.

Hash Standard SHA-256 Validated
+ • Complete

Full Audit Footprint

Includes operator telemetry, IMU head orientation, and 5s video verification buffers.

Context Scope Full Surround
+ • Consistent

NTP Epoch Time-Lock

Unified chronological sequencing across edge wearables and enterprise LIMS instances.

Clock Drift < 0.05ms NTP
+ • Enduring

Offline-First Durability

Zero data loss during network blackouts; commits to local flash and syncs when online.

Persistence 100% Guaranteed
21 CFR § 11.10(e) Compliance Verified Audit-Proof

Full support for computer-generated audit trails, dual-signoff revision requests, and locked PDF batch releases.

Request Compliance Whitepaper →

Eliminate Paper Binders and Empower Your Scientists.

Schedule a 20-minute tailored demonstration with our laboratory execution engineers to see the live AR simulator and enterprise dashboard.

✓ 100% US FDA 21 CFR Part 11 Compliant ✓ WorkOS Enterprise SSO

Schedule an Audit Demo

We'll prepare an interactive run tailored to your facility type.