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Enterprise AI for Real Factory Work

ERP knows the order. MES knows the schedule. FactorySpace knows what is actually happening.

The missing layer between your production systems and your shop floor.

FactorySpace creates live workcell context from cameras, machines, robots, sensors, and production systems — so manufacturers can see hidden delays, replay incidents, debug faster, and identify the next safe action.

Start camera-first on one production cell. ERP, MES, PLC, robot, and sensor integrations added progressively as value is proven.

Plan vs reality example
Machine 12 waiting: 47 min  ·  Production lost: $650  ·  No one knew.
FactorySpace Factory Brain diagram: business intent order for Part A-104 flows through live factory context to safe verified physical action on CNC machine with robot and AMR
Business intent → live factory context → safe physical action
ERP knows the order. MES knows the schedule. PLCs know machine signals. But they do not see the waiting machine, empty tray, missing operator, stuck robot, or part waiting after inspection. FactorySpace fills that gap with live workcell understanding, replayable memory, and next-action recommendations.
FactorySpace Platform

The product stack for factory AI execution.

FactorySpace combines intelligence, execution, safety, memory, and connectors so companies can move AI from dashboards into supervised, verified physical action — starting with one production cell.

System of Intelligence
Factory Brain

Builds live semantic workcell state starting with cameras, then progressively adding sensors, robots, PLCs, ERP, and MES signals. Detects waiting, exceptions, and blockage. Generates the next safe action aligned with business intent.

System of Execution
Robot Operators

Supervised execution workflows for machine tending, inspection, part handling, dispensing, and material movement — under Factory Brain supervision with deterministic safety checks.

Safety & Memory Layer
FactorySpace Runtime

Deterministic safety checks before every action. Approvals, verification, workflow orchestration, and deployment controls. Stores a full record of every state, action, and outcome per shift.

Integration Layer
Connectors

Designed to connect progressively with CNC controllers, PLCs, cameras, robots, sensors, ERP, MES, and operator workflows. Early deployments begin camera-first — deeper integrations activate where useful.

Core platform capabilities

FactorySpace gives every production cell the context, memory, safety, and execution layer needed to apply AI safely inside real operations.

Live Workcell Context

Machines, parts, trays, tools, operators, robots, and production goals represented as live factory state — continuously updated against incoming business orders.

Replayable Factory Memory

State history, exceptions, robot actions, operator actions, and outcomes stored per shift — available for diagnosis, audit, and workflow improvement on demand.

Workflow Supervision

Subgoals, constraints, approvals, and verification before and after every action — across robots, operators, PLCs, and automation systems.

Deterministic Safety Runtime

Every action passes safety checks and business rule validation before reaching a robot, PLC, or machine. Not optional, not configurable out.

Partner & Integration Layer

Robot, sensor, integrator, and vertical automation partners deployable together inside one production cell — with shared context, safety, and verified execution.

Progressive Integration Path

Camera-first on day one. ERP, MES, PLCs, robots, and sensor connectors activate progressively as deployment expands and value is proven.

Starting with one cell

What customers get from the first production cell.

FactorySpace is deployed camera-first on a single workcell. Four outcomes are visible within the first shift — without replacing existing systems.

Outcome 01
Hidden delays surfaced

Waiting machines, empty trays, blocked workflows, missing operators, and missed cycles become visible for the first time — with timestamps and production loss estimates.

Outcome 02
Replayable shift memory

See exactly what happened before a delay, failure, or missed action. Every state, event, and outcome stored per shift and available on demand for diagnosis and audit.

Outcome 03
Faster debugging

Understand whether an issue came from the machine, robot, operator, part flow, or process sequence — without relying on manual observation or operator recall.

Outcome 04
Next safe action

Factory Brain identifies whether the next action should go to an operator, robot, machine, or supervisor — aligned with live production goals and business intent.

Who it is for

Turn factory AI from pilots into production outcomes.

FactorySpace is for manufacturers, industrial AI teams, plant operations, system integrators, and robotics partners who need AI to move beyond dashboards into supervised, verified factory workflows.

Manufacturing leaders
Reduce waiting, missed cycles, and production losses.

Surface hidden waiting, blockage, and missed cycles. Use Factory Brain to identify the first workflow worth supervising or automating before committing to a large integration project.

What you get: hidden losses quantified, automation opportunities ranked, ROI before commitment.
Industrial AI / Automation teams
Move AI from pilots and dashboards into verified shop-floor execution.

FactorySpace turns vision models, LLMs, and automation tools into supervised, verified shop-floor workflows — with live context, safety runtime, replay memory, and execution paths for real production cells.

What you get: a deployable AI operating layer across cells, workflows, and sites.
Plant operations teams
See live workcell state, replay incidents, and verify whether actions happened.

Factory Brain gives operations teams a continuous live view of every cell — what machines are doing, what is blocked, what actions were taken, and whether they worked.

What you get: live visibility, incident replay, shift reports, and verified action logs.
System integrators
Add intelligence, memory, and a safety layer to every cell you build.

Deploy Factory Brain alongside any robotic deployment. Customers get incident diagnosis, remote visibility, after-sales intelligence, and a clear upgrade path from one cell to fleet.

What you get: faster commissioning, incident diagnosis, better customer handoff.
Robot / sensor / vision partners
Plug your product into live factory context and validated execution workflows.

Connect your robot, sensor, or vision model to live workcell context, safety constraints, business priority, and verified workflows — so your product moves from demo to production deployment faster.

What you get: more credible pilots, faster deployment, a path from demo to fleet.
Vertical automation startups
Build production-ready vertical workflows on FactorySpace.

Bring your domain expertise in CNC tending, inspection, dispensing, welding, packing, or material handling. FactorySpace provides context, supervision, and safety verification to make it production-ready.

What you get: repeatable, supervised workflows that customers trust and can expand.
How it works

From business intent to verified factory action.

Five steps. From bringing in available signals to confirming the action worked — with deterministic safety checks at every stage.

01 — Connect
Bring in available signals.

Start with cameras. Add ERP, MES, PLC, robot, and sensor signals progressively as deployment expands and value is proven.

02 — Understand
Factory Brain builds live semantic workcell state.

Machines, parts, trays, tools, robots, operators — mapped into a live semantic model against incoming business orders and priorities.

03 — Decide
System of Intelligence identifies the next safe action.

Detects waiting, exceptions, blockage, and constraints — then generates the next executable goal aligned with business priority.

04 — Execute
System of Execution routes the task.

A safe, validated instruction routes to a robot, operator, PLC, or automation workflow — through deterministic safety and approval checks.

05 — Verify
FactorySpace confirms the outcome.

Confirms the desired state was reached and stores a replayable record of every action, detection, and outcome.

Early access — limited design partner slots

Start with one production cell.

In early access, FactorySpace works with selected design partners to map a real workcell, capture live context, replay incidents, and identify the first supervised workflow. Our forward-deployed engineers work directly with your plant, automation, and IT teams to configure the FactorySpace product stack.

01
Map one production cell

Camera-first. Existing cameras or a simple camera kit. Live operations captured from day one. No PLC required to start.

02
Build live workcell context

Factory Brain maps machines, parts, trays, operators, robots, and cycle states into a live semantic model of the cell — against incoming business orders.

03
Surface losses and exceptions

Waiting and idle-time visibility. Bottleneck and exception replay. Hidden losses made visible per shift.

04
Identify first supervised workflow

Rank automation opportunities with estimated impact and fit — robot, sensor, integrator, or operator workflow — before committing to integration.

05
Integration roadmap

Recommended connections for ERP, MES, PLCs, robots, sensors, or operator apps — progressive, not all at once.

06
Repeatable deployment path

Proven deployment approach from one cell to additional workflows, cells, and sites — with the same product stack.

Forward-deployed engineering
Our engineers work with your team to get the best outcome.

For selected early-access customers, FactorySpace forward-deployed engineers work directly with your manufacturing, automation, and IT teams to map the first production cell, configure Factory Brain, connect available systems, and identify the highest-value supervised workflow.

The goal is a repeatable product deployment — not a one-off custom project.

Design partner deliverables
  • Live workcell context model
  • Replayable event memory
  • Waiting and exception visibility
  • First supervised workflow candidate
  • Integration roadmap for ERP, MES, PLCs, robots, sensors, or operator apps
  • Deployment plan for repeatable rollout
Where Factory Brain deploys first

Where Factory Brain starts first.

Start where human attention is still the bottleneck. These are the highest-value entry points across CNC shops, robotic cells, and inspection lines.

CNC Machine Tending

Problem
Operators are not always present when the cycle completes. Machines wait. Production is lost.
Factory Brain
Detects cycle complete, identifies idle risk, generates unload/load task, and dispatches to a Robot Operator or human.
Outcome
Less machine idle time, fewer missed cycles, better shift utilization.

Inspection

Problem
Defects are found late or inconsistently. Inspection steps are missed or delayed without visibility.
Factory Brain
Watches parts, trays, fixtures, and checkpoints. Flags missed or delayed steps. Triggers image capture and verifies pass/fail.
Outcome
Fewer missed defects, better traceability, faster root cause analysis.

Robotic / Dispensing Cells

Problem
When a cell fails, teams lose time understanding what happened. Failures repeat without a full state record.
Factory Brain
Replays failures, debugs cycle delays, and verifies whether robot or dispenser actions completed correctly — with a full record of every state and action.
Outcome
Faster debugging, fewer repeat failures, easier scaling across cells.
Build on FactorySpace

Early partner access to the factory AI execution stack.

FactorySpace is where robots, sensors, AI models, integrators, and vertical automation startups connect to real factory work. Early partners help shape the integration surface — and get first access to live factory context, safety runtime, and verified execution.

Workcell Context Integration
Access live factory state, events, and next-action recommendations.

Early partners can work with FactorySpace to define integration points for live workcell state, events, exceptions, and workflow actions — so your robot, model, or automation tool always knows what is happening and what to do next.

FactorySpace Runtime
Route actions through safety checks, approvals, and verification.

Every action from your product passes through deterministic safety checks, business rule validation, and post-action verification before reaching robots, PLCs, or machines. Designed for enterprise production environments.

Progressive Connectors
Integrate with factory systems as deployment expands.

Designed to connect progressively with CNC controllers, PLCs, cameras, robots, sensors, ERP, MES, and operator workflows. Camera-first on day one — deeper integrations activate where useful and where the customer is ready.

How this scales

Designed to start small and scale carefully.

FactorySpace starts with one production cell and one measurable problem. If value is proven, the same product layer can expand across workflows, cells, and partner systems — without replacing existing infrastructure.

Step 01
One production cell

Map the first workcell. Build live context and replayable event memory. Make waiting and exceptions visible for the first time.

Step 02
One supervised workflow

Identify the first workflow to monitor, recommend, or execute — machine tending, inspection, dispensing, or part handling.

Step 03
Multi-cell rollout

Reuse the same context model, safety runtime, and workflow supervision across similar cells, lines, and shifts — without starting over.

Step 04
Site operating layer

Connect factory systems, robots, sensors, operators, and AI tools into a common intelligence and execution layer across one plant or operating site.

Automate 2026 — Chicago, June 22–25

Discuss Factory Brain and join early access.

We are meeting manufacturers, system integrators, robot startups, sensor companies, and industrial AI teams who want to apply AI inside real production cells. No live demo required — bring a process description, workcell video, or automation challenge.

Request early access

Early access is limited. We are selecting a small number of design partners for initial Factory Brain deployments.

Factory Brain Robot Operators FactorySpace Runtime Early-Access Design Partners