Digital Verification for Manual Assembly

Make Every Critical
Assembly Step Verifiable.

On-premise computer vision that verifies manual assembly steps in real time and creates a digital record of what happened at the station.

See It Work → Explore a Pilot →
● On-Premise Runtime · ● No MES Replacement · ● Human-in-the-Loop
PHYSICAL STATION VERIFICATION LOOP ✓ Zero MES Replacement · Non-Intrusive Edge Setup
01 · CAPTURE
📹
Overhead Industrial Camera

Standard USB/GigE optical camera focused on the assembly zone with zero operator sensors.

02 · INFERENCE
⚡
On-Prem Edge IPC

Industrial PC runs local vision models & deterministic step rules locally in <50ms.

03 · GUIDANCE
🖥️
Operator Visual HUD

Immediate green/amber visual feedback on the station monitor without extra clicks.

04 · AUDIT TRAIL
🛡️
Cryptographic Birth Certificate

Generates a verifiable SHA-256 evidence record of all steps completed for each serial unit.

The Manufacturing Blindspot

Machines Are Instrumented.
Manual Assembly Often Isn't.

Modern factories instrument machines, sensors, MES and production data. But many critical manual assembly steps still depend on operator checklists, visual inspection, and signatures.

When something goes wrong later, the question isn't only what happened?
It's: "Can you prove what actually happened at the station?"

The Instrumented Line

Machines Log Every Millisecond

Your MES and digital records track machine torque, temperature, and barcodes down to the second. If a tool drifts, an alarm fires immediately.

The Human Gap

The Clipboard Blindspot

When an operator seats a seal, routes a harness, or tightens a critical fastener, the entire proof is a checkmark and a signature on paper.

The Audit Risk

The Unprovable Audit Trail

When a defect escapes or a warranty claim arrives, engineering teams cannot reconstruct what the operator actually saw or did — only that the box was signed.

Product Walkthrough

See How the Verification Loop Works.

This is a prototype demonstration — not a live production deployment. Walk through a simulated assembly station to see the verification flow, step tracking, and exception handling before speaking to anyone.

⚠ This demonstration runs entirely in your browser using scripted scenarios — no real camera or hardware is connected.
SCENARIOS:
Simulated Edge Runtime: Active
CAMERA 01: TOP-DOWN VIEW (SIMULATED)
HUD FEED: LIVE SIMULATION
SOP Step Verification Rail
Cryptographic Evidence Ledger
The Difference on the Floor

What Changes at the Station?

Elevenified-Vision sits alongside your existing production process. No MES replacement. No line disruption. Just a digital layer over the step that wasn't captured before.

TODAY

Without Digital Verification

✗ Operator performs step
Checklist & manual signature only
✗ Step completion recorded
Based on what operator reports
✗ Audit trail
Paper / PDF — hard to search, hard to verify
✗ Supervisor sign-off
Based on reported data, not observed
✗ Defect or warranty claim arrives
"Did they actually perform the step?"
✗ New operator guidance
No real-time visual step guidance
VS
WITH ELEVENIFIED-VISION

With Digital Verification

✓ Operator performs step
Camera observes, rules verify in real time
✓ Step completion recorded
Timestamped digital record — objective, not reported
✓ Audit trail
Hash-linked records — searchable & exportable
✓ Supervisor review
Based on observed data — every decision logged
✓ Defect or warranty claim arrives
Point-in-time evidence retrieved in seconds
✓ New operator guidance
Real-time visual step prompts at the station
The Verification Loop

How It Works

Six steps from operator action to digital evidence. Each step is deterministic — not probabilistic.

01

Operator performs the step

The operator works normally at their station. No wearables, no special tooling.

02

Camera observes

A mounted camera tracks parts, tools, and hand placement. Runs fully on-premise — no cloud, no latency.

03

Rules verify

A deterministic rule engine checks that the step happened in the correct sequence, location, and duration. No guessing.

04

Exception detected

If something doesn't match — wrong sequence, missing part, obstruction — the system signals immediately. The line is not stopped blindly.

05

Human resolves

The operator or supervisor reviews the exception. Their decision — including the reason — is recorded. Machines verify. Humans decide.

06

Evidence recorded

Every step, every timestamp, every exception and resolution is written to a hash-linked audit record. Available for export at any time.

Real-Time Edge Computer Vision

Tracks parts, tools, and hand placement at the assembly station. Runs locally on workstation hardware — no cloud dependency.

On-Device Local Processing

Deterministic Rule Engine

Verifies steps using deterministic state logic — step order, hold times, spatial positions. Predictable and auditable by design.

Rule-based, not generative AI

Hash-Linked Evidence Ledger

Mathematically links timestamps, step outcomes, and supervisor sign-offs. Designed around established data-integrity principles.

SHA-256 Hash-Chained Records

No-Code SOP Authoring Studio

Record a standard assembly run, outline target regions on screen, and compile station inspection rules — without writing code.

Designed for rapid teach-in
Deployment Runtime: on-premise, offline-compatible once configured
Hardware Works with standard edge hardware · Specific requirements confirmed during pilot setup
Data integrity Designed around established data-integrity principles
MES integration JSON / CSV export from Supervisor UI · Purpose-built connectors on roadmap
Human-in-the-Loop

Machines Verify.
Humans Decide.

Elevenified-Vision is designed to support operators and supervisors — not replace them. The system detects the defined assembly condition, signals exceptions, and records human decisions when intervention is required.

The line is never stopped blindly by the system. Every override, confirmation, and supervisor resolution is recorded with credentials and tied to the unit record.

✓

Advisory, Non-Gating Signaling

If camera visibility dips or hands partially block the view, the line never halts blindly. The system escalates to an operator visual check.

✓

Supervisor Review Queue

Uncertain cycles are routed to an asynchronous supervisor review queue — preserving line takt time while maintaining full inspection coverage.

✓

Human Attestation Recorded

Every manual override, confirmation, or supervisor resolution is recorded with user credentials and tied to the permanent unit record.

✓

AI Where It Accelerates. Rules Where It Decides.

AI assists during initial SOP teach-in to draft step definitions with human engineers in the loop. On the live floor, verification runs purely on deterministic, auditable rules — never opaque models.

Built by an Enterprise Technology Practitioner

Built from 15+ Years of
Enterprise Technology Experience.

Elevenified-Vision is being built by a founder with 15+ years of experience working with enterprise customers across technology, digitization, and automation initiatives. That experience shaped a simple belief: industrial technology has to work within real operational environments — not just in a lab or demo.

15+
Years of enterprise technology experience
✦
Digitization + Automation
helping enterprise customers modernize operational processes
→
Now: Manufacturing
applying that experience to manual assembly verification
Elevenified Engineering
Founder & Principal Architect
Elevenified Engineering
siddharth@elevenified.com
"We built Elevenified-Vision because the hardest, most variable part of modern manufacturing is still verified with a pen. If you run a high-precision line where defect escape is not an option, we'd like to install a pilot station on your floor."
DPIIT Recognized · Indian Company · On-Premise Architecture · Working Prototype · Founder-Led Engineering
Engineering Transparency

What's Built Today

An honest view of where the platform is. Every feature below is labeled by its actual state — not by where we want it to be.

Deterministic Temporal Rule Engine 🟢 BUILT

Evaluates step order, hold times, and spatial positions using deterministic, predictable state logic.

SHA-256 Hash-Linked Evidence Ledger 🟢 BUILT

Creates hash-chained records mathematically binding timestamps, step outcomes, and supervisor sign-offs.

Studio Visual SOP Authoring & Teach-In 🟢 BUILT

Record a standard assembly run, outline target regions on screen, and compile station inspection rules automatically.

Multi-Site Fleet Control Plane 🟢 BUILT

Manage plant sites, line stations, and inspection rules across multiple factory locations from a unified dashboard.

Station Serial & Unit Tracking 🟢 BUILT

Associates each inspection cycle with a specific serialized unit ID entered at the operator station.

Point-in-Time JSON & CSV Audit Exports 🟢 BUILT

Export verified evidence records in structured JSON or CSV format directly from the Supervisor UI.

On-Device Industrial Edge Hardware 🔵 IN VALIDATION

Testing on industrial PCs and embedded edge devices with standard USB3 and network IP cameras.

Zero-Lock Camera Sharing 🔵 IN VALIDATION

Shared-memory frame server allows live inspection, teach-in recording, and supervisor preview to share one camera without device lockouts.

Industry-Specific Object Libraries 🟡 PILOT-DEPENDENT

Pre-built part and tool class libraries for specific manufacturing domains. Custom libraries are definable in Studio today; starter packs require pilot workflows to build.

Founding Pilot Program

Looking for 3–5
Manufacturing Pilot Partners

Elevenified-Vision is moving from engineering validation to real-world factory validation. We're looking for a small number of manufacturing teams willing to test the system on a real assembly process.

Ideal pilot: one station, one process, one measurable problem.

What we bring
  • Vision system & camera setup
  • Verification workflow configuration
  • Local / on-premise deployment
  • SOP teach-in & rule compilation
  • Audit & evidence generation
  • Founder-led engineering support
What the partner provides
  • One suitable assembly or inspection process
  • Access to the station & environment
  • Operator & process feedback
  • A defined validation period
1
Select one process
Identify a repetitive manual assembly or inspection step.
→
2
Configure the station
Camera, workstation, and verification rules.
→
3
Run alongside production
Validate against real operators and real conditions.
→
4
Measure the result
Verification accuracy, exceptions, and audit evidence.
Apply for Pilot Partnership ✉ Talk to the Founder
Common Questions

What Manufacturing Teams Ask

Plain answers to the questions plant managers, operations leads, and quality engineers ask first.

Operations & Deployment
No. The system is designed to signal, not to gate. If the camera loses confidence — obstruction, lighting change, partial occlusion — the cycle is escalated to a supervisor review queue rather than halting the line. Production continues while the exception is reviewed asynchronously.
No. Elevenified-Vision is designed to sit alongside your existing systems — not replace them. It generates JSON and CSV audit exports that your team can import into existing MES, SCADA, or EBR systems. You start at one station. Nothing else changes.
Production data does not leave the factory. The runtime — what operators interact with at the station — runs locally and does not transmit production records externally. Device registration and SOP configuration require connectivity, but both are setup activities that happen before production begins. Once configured, day-to-day verification data stays on your factory hardware.
Yes. That's the intended starting point. One process, one station, one measurable problem. The pilot is designed to be minimal footprint: one camera at the workstation, SOP configured for that specific step. No plant-wide rollout required to validate.
Good first candidates: manual assembly verification, correct part placement, fastener sequence verification, connector and harness assembly, presence/absence checks, and final manual inspection steps. The common thread is: a repeatable, defined step where the current proof is a checklist or signature.
We identify one process together, configure the station, and run the system alongside your existing production — not instead of it. The founder is directly involved in setup and support. At the end, you have a clear measurement of verification accuracy, exceptions flagged, and a complete digital audit trail for that process.
Technical Questions
Elevenified-Vision Studio is designed so that authoring a new manual assembly SOP takes hours, not months — not weeks of integration work. An engineer records a golden-run assembly, outlines target regions on screen, and the rule compiler generates the station inspection profile. We'll validate actual setup time as part of the pilot.
AI is strictly an acceleration tool during configuration — it never makes verification decisions on your live production line. We use AI during SOP authoring and visual teach-in to help engineers outline target regions, recommend temporal hold times, and generate draft step criteria with human engineers always in the loop. Once compiled into a station profile, verification runs 100% on explicit, deterministic state rules.
The line is never halted blindly by a visual noise event. If confidence drops below a defined threshold, the system flags the cycle for supervisor review rather than stopping production. The operator can continue; the supervisor reviews the flagged cycle asynchronously and records their decision.
Hardware requirements are confirmed during pilot setup and depend on the specific process, workstation geometry, and environment. The system is designed to work with standard, widely-available industrial edge hardware and cameras — not proprietary equipment. We size this together during the pilot scoping conversation.
Elevenified-Vision provides human-readable audit reports and downloadable JSON/CSV data extracts through the Supervisor UI — structured files your team can import into existing MES, SCADA, or Electronic Batch Record systems. Purpose-built, turnkey connectors for specific platforms are on the roadmap, not available today.
The runtime — what workers use at the station during production — is offline-compatible once the device is registered and the process is configured. Initial device registration and SOP configuration require internet connectivity. But these are one-time setup steps. After that, production verification, evidence recording, and operator guidance all run locally with no internet dependency.