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From today's
operations to
tomorrow's humanoids.

dotspot turns POV capture from your best fieldworkers into a structured index of how the work actually runs — powering SOPs and onboarding today, and the world models behind tomorrow's industrial humanoids.

$0.
free to start
POV.
first-person capture
OPS.
built for the industry
EU / NO.
data residency · sovereign

Built for the industry that runs the world.

Every other player in the data-collection race is collecting for their own model. We collect for your plant, your warehouse, your asset — and the humanoid that will work next to your crew the year after.

The dot is the task. The spot is your site. You are in the spotlight, and dotspot is spotting you. Everything is spot on.

SITE-SPECIFIC DATA CAPTURE

Experience transfers. Site knowledge doesn't.
Even experts spend 6+ months learning how a new site runs.

Capture. Index. Ask anything.

/ 01 — CAPTURE

POV, no extra steps

Workers record the work as they do it — smart glasses, chest cam, or phone. No forms, no friction, no second shift filling out templates. The best operators stay productive.

/ 02 — INDEX

Raw video → Work Index

dotspot structures every capture into steps, tools, fixtures, QC checkpoints, hazards and variations. Tribal knowledge becomes a searchable library of how your site actually runs.

/ 03 — ASK

SOPs, training, robot specs

Ask your operation like a knowledge base. Generate work instructions, onboarding plans, safety notes — and the requirements memo for the robot or humanoid that takes the next shift.

You know a task is automatable when dotspot says it is.

Every captured shift moves the needle. When variations, edge cases and QC checkpoints reach full coverage, the task is ready to standardize — and ready to hand to a robot.

TASK · CELL A3 / FIXTURE ALIGN + TORQUE
82%
READY TO STANDARDIZE
POV capture from cell A3 — fastening a bracket on the line LATEST CAPTURE · CELL A3
Variations captured28 / 32
QC checkpoints detected12 / 12
Tool & fixture coverage9 / 11
Edge-case footage5 / 9
WORK INDEX · LIVE
STEPS14
TOOLS9
FIXTURES3
QC POINTS12
HAZARDS4
VARIATIONS28
↳ GENERATE SOP Onboarding pack Robot req. memo

Your operation, queryable.

SEARCH YOUR FOOTAGE
>
Safety check Torque wrench Fixture align Handover
HOW IT WORKS● LIVE INDEX
  1. Capture: operators record tasks via POV glasses or phone — no forms, no second shift.
  2. Index: dotspot structures every capture into steps, tools, fixtures, QC checkpoints and hazards.
  3. Search: find any task, operator or note across all footage in seconds.
  4. Generate: export SOPs, onboarding packs, and robot feasibility memos from your own data.
  5. Automate: when coverage is complete, hand the task spec to a robot or humanoid. Ready when you are.

Every capture lands in your team's own video library — organised by job, newest first, and searchable like the web. New hires watch how the work is actually done instead of reading about it, and the search box above answers from the same footage.

One cell, one shift, one line — then everywhere.

Operator fastening fixture plates at an assembly station

Assembly

Standardize steps and reduce variation across shifts. Capture the operator who does it best — replay it for the operator who's new.

HIGH-MIX · DISCRETE▲
Technician repairing fittings on a production machine

Machine maintenance

Capture tribal knowledge for repeatable PMs and repairs. The 30-year technician's hands, kept on the floor after they retire.

PM · REPAIRS▲
Measuring a machine part with a digital caliper

Quality control

Define "what good looks like" with real examples. Pass/fail criteria anchored in footage, not in someone's memory of last quarter.

PASS / FAIL▲
Operator loading cans into a filling machine

Machine tending

Track normal cycles and exceptions. The first task most customers hand off to a robot arm — because the coverage gets there first.

CYCLE · EXCEPTION▲
Assembling change parts at a workbench beside the line

Work prep & changeovers

Setups, changeovers and readiness — documented from reality, not from the binder no one has opened since 2019.

SETUP · READY▲
Checking a pressure gauge on an inspection round

Routine inspections

Turn checks into searchable evidence and audit trails. Regulators get what they want. Your inspectors get their afternoons back.

AUDIT · EVIDENCE▲

Privacy-by-design. Cyber-secure by default. Sovereign by deployment.

dotspot is built for real facilities. Your footage stays private, protected, and under your control — with the privacy options the floor actually needs so capture never gets in the way of the work.

Privacy

Faces blurred automatically
You choose how long footage is kept
Never used to train anyone else's models

Cybersecurity

Encrypted in transit and in storage
You decide who can see recordings & outputs

Sovereignty

Your data stays in the EU / Norway
On-prem, sovereign cloud or hybrid — your call
Export everything, anytime — it's yours

From recording work,
to doing work.

dotspot isn't documentation, surveillance, or storage. It's a five-rung ladder from passive capture to autonomous execution. Site by site, task by task, we climb it together.

/ 01
Record
POV recording of placing a part on a fixture

Capture the work

POV video + audio, structured into chunks and sidecars. The ego-centric operational primitive. Smart glasses, chest cam, or phone.

/ 02
Understand
The same scene indexed — fixture, tool, QC and variation callouts

Index the work

Raw recordings become a searchable Work Index — steps, tools, fixtures, QC checkpoints, hazards, variations.

/ 03
Assist
Guidance overlay showing the correct part placement

Help the worker

SOPs, onboarding paths, expert-vs-novice deltas, real-time co-pilot prompts. The work informs the next worker.

/ 04
Coordinate
Line-side tablet showing tickets and messages created from a recording

Trigger the system

Auto-generated handovers, Teams messages, maintenance tickets, escalations, SOP updates. The recording does the admin.

/ 05
Execute
Robot arm running the same fixture task on the line

Run the work

Site-specific operational behaviour for the humanoids that take the next shift. They learn from your people. They inherit your standards.

Spot on.
Let's pilot.

One cell. One shift. One line. Tell us your environment and the work you want to capture — we'll come back with a pilot plan, a timeline, and what you can automate first.

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