# Floorworks

*/Startups/Floorworks*

## Startup Overview

This manufacturing execution system dynamically recalculates shop floor routing by ingesting live machine telemetry. Every machine state change, processing delay, or material shortage triggers an immediate, automated routing adjustment to prevent bottlenecks. Instead of executing static production plans, the platform continuously directs work-in-progress inventory to the most efficient available stations.

Plant managers and production planners struggle to maintain daily throughput when equipment goes offline or specific jobs run long. Traditional oversight tools, ranging from manual spreadsheet scheduling to static Kanban boards, fail to capture the real-time physical reality of the factory floor. By the time a human operator identifies a blockage and updates the schedule, production targets are already compromised.

While legacy applications like Plex Smart Manufacturing rely on delayed batch updates and heavy manual data entry, this software is entirely telemetry-native. It removes human latency from production routing by executing continuous adjustments based directly on active sensor data. The commercial model completely aligns with factory performance, pricing the deployment strictly by the optimized production yield it generates.

## Startup Founding Hypothesis

**Approach**: that dynamically recalculates shop floor routing using live telemetry
**Competitors**:
- [Plex Smart Manufacturing](/Competitors/Plex_Smart_Manufacturing)
- [Static Kanban boards](/Competitors/Static_Kanban_boards)
- [Manual spreadsheet scheduling](/Competitors/Manual_spreadsheet_scheduling)
**Differentiator2x2**: telemetry-native and priced strictly by optimized production yield

## Startup Solution Coordinate

**Solution**: [Telemetry Routing Engine](/Software/Telemetry_Routing_Engine)

## Startup Position2x2

```mermaid
quadrantChart
title Manufacturing Routing Solutions
x-axis Static Data --> Live Telemetry-Native
y-axis Fixed Cost/Licensing --> Priced by Yield
Manual spreadsheet scheduling: [0.1, 0.1]
Static Kanban boards: [0.2, 0.1]
Plex Smart Manufacturing: [0.7, 0.3]
Floorworks: [0.9, 0.9]
```

## Startup Offer

**Proof**:
- Aiming to increase daily throughput by 8-12% for discrete manufacturing plants
- Targeting a 30% reduction in WIP inventory staging times
- Designed to completely eliminate manual spreadsheet schedule recalculations for production planners
**Tiers**:
- Name: Line Pilot · Price: ~$0.10–$0.30 per incremental unit yielded · Inclusions: Dynamic routing recalculation for a single production line (up to 5 work cells), billed strictly on throughput volume above your 30-day historical baseline.
- Name: Factory Scale · Price: ~$0.04–$0.15 per incremental unit yielded · Inclusions: Facility-wide telemetry ingestion and routing for unlimited work cells, designed to include automated schedule syncing with standard ERP systems.
- Name: Enterprise OEE · Price: ~$20k–$50k/yr base + custom yield share · Inclusions: Multi-site routing optimization, intended for complex discrete manufacturing, featuring dedicated OPC UA integration support and custom bottleneck analytics.
**Guarantee**: Floorworks guarantees a measurable reduction in inter-station machine wait-states within 45 days of telemetry integration, or we waive all yield-based routing fees for the entire quarter.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: Our PLCs are too old to stream live data. Rebuttal: Floorworks is designed to ingest standard OPC UA outputs and aggregate sensor logs, bridging legacy controllers without requiring immediate hardware upgrades.
- Objection: Floor staff will get confused if schedules change mid-shift. Rebuttal: Routing instructions are designed to update directly on existing station tablets so operators just process the next prompted job without managing the whole queue.
- Objection: How do you prove your routing caused the yield gain and not better raw materials? Rebuttal: The usage meter calculates yield based exclusively on the reduction of active wait-states and bottleneck queues, mathematically isolating the routing impact.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Pragmatic and authoritative, emphasizing physical yield over software abstractions.
**Tagline**: Dynamic shop floor routing that maximizes physical production yield.
**Icon Concept**: pallet
**Palette Intent**: industrial-safety
**Visual Identity**: Stark contrast layouts pair concrete gray backgrounds with high-visibility safety yellow typography to evoke active heavy manufacturing environments.
**Archetype Reference**: the-ruler

## Startup Buyer Chain

**Chain**: B2B: Floorworks → Plant Manager → Shop Floor Operators
**Gtm Motion**: Acquires manufacturing facilities by deploying a zero-upfront pilot on a single production line, billing strictly based on the optimized yield generated by the routing algorithm. Expands by connecting telemetry from adjacent work cells to optimize full-plant material flow, then cross-sells the deployment to the customer's wider multi-site network.
**Agent Channel**: Designed to list in enterprise AI tool registries and supply chain API catalogs, where ERP-integrated planning agents would query for real-time shop floor routing logic and telemetry-native optimization endpoints.
**Primary Channel**: Direct outbound targeting Manufacturing Operations Directors, combined with discovery by industrial engineers searching for 'dynamic routing' and telemetry modules in industrial IoT marketplaces like the Inductive Automation Ignition Exchange.

## Startup Customer Journey

```mermaid
flowchart LR; A[Marketplace Listing] --> B[Pilot Production Line]; B --> C[Routing Instruction]; C --> D[Incremental Yield Meter]; D --> E[Facility Telemetry Network]; E --> F[Multi-Site ERP];
```

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- A 45-day single production line pilot across 5 work cells, designed to prove a measurable reduction in inter-station machine wait-states against a 30-day baseline.
- A 60-day facility-wide deployment targeting successful automated schedule syncing with standard ERP systems to validate frictionless routing updates directly on operator tablets.
**Target Metrics**:
- Target: 8-12% increase in daily throughput volume above the 30-day historical baseline
- Target: 30% reduction in WIP inventory staging times
- Aim: 100% elimination of manual spreadsheet schedule recalculations for production planners
- Aim: 45-day measurable decrease in inter-station machine wait-states
**Target Case Studies**:
- Mid-market discrete manufacturing Plant Manager: Validating the transition from daily manual spreadsheet scheduling to automated work-cell routing, targeting a measurable reduction in WIP inventory staging.
- Enterprise production planner in heavy machinery: Proving the capability to ingest legacy PLC data via OPC UA to dynamically recalculate facility-wide routing, aiming to increase incremental units yielded without hardware upgrades.
**Testimonial Targets**:
- Production Planner: Sentiment validating that automated dynamic routing entirely replaces manual spreadsheet recalculations while pushing clear next-job prompts to existing station tablets.
- Plant Manager: Sentiment confirming that the usage meter mathematically isolates routing-driven yield gains from raw material variables by measuring bottleneck queue reductions.
- Operations Director: Sentiment highlighting that legacy PLCs successfully integrate telemetry outputs without requiring immediate factory hardware upgrades.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Attributing production yield strictly to software optimization proves impossible amidst other factory variables like machine upgrades or raw material quality, destroying the core pricing model. · Mitigation Status: unmitigated
- Severity: high · Description: Legacy SCADA systems and proprietary PLCs prevent standardized extraction of live telemetry, forcing unscalable custom hardware integrations for every new factory deployment. · Mitigation Status: in-progress
- Severity: high · Description: Floor managers habitually override dynamic routing suggestions to maintain entrenched manual workflows, preventing the system from achieving the measurable yield improvements required for billing. · Mitigation Status: in-progress
- Severity: moderate · Description: Spotty network reliability on legacy shop floors delays telemetry ingestion, causing real-time routing adjustments to become dangerously out of sync with actual machine states. · Mitigation Status: unmitigated

## Startup Competitors

- [Plex Smart Manufacturing](/Competitors/Plex_Smart_Manufacturing) — Incumbent MES
- [Static Kanban Boards](/Competitors/Static_Kanban_Boards) — Status Quo
- [Manual Spreadsheet Scheduling](/Competitors/Manual_Spreadsheet_Scheduling) — DIY
- [SAP Manufacturing Execution](/Competitors/SAP_Manufacturing_Execution) — Legacy Enterprise
- [Tulip Interfaces](/Competitors/Tulip_Interfaces) — Connected Worker Platform

## Startup Solution Stack

- [Production Yield Service](/Services/Production_Yield_Service) — Service-as-Software
- [Dynamic Routing Agent](/Agents/Dynamic_Routing_Agent) — Agent
- [Telemetry Analytics Worker](/Agents/Telemetry_Analytics_Worker) — Agent
- [Machine Telemetry API](/Software/Machine_Telemetry_API) — Software
- [Machine Integration SDK](/Software/Machine_Integration_SDK) — Software

## Startup Story Brand

**Hero**:
- **Need**: to lead a synchronized factory floor where production flow is governed by real-time physics
- **Want**: to maximize daily throughput without constant manual schedule intervention
- **Identity**: the production planner at a discrete manufacturing plant
**Plan**:
- Step: Define baseline · Detail: Establish your current 30-day historical throughput across your existing work cells.
- Step: Confirm telemetry · Detail: Map your station sensor logs and PLC outputs to the live routing dashboard.
- Step: Process prompts · Detail: Operators follow dynamic routing instructions on their station tablets as the system clears bottlenecks.
**Guide**:
- **Empathy**: Throughput gains are won in the seconds between work cycles — but those seconds vanish when schedules can't adapt to live telemetry.
**Problem**:
- **Villain**: Static Kanban boards
- **External**: Production schedules in Plex or Excel remain frozen while machine breakdowns and material delays create idle wait-states across work cells.
- **Internal**: You feel like a firefighter chasing bottlenecks that have already stalled the shift.
- **Philosophical**: Manufacturing expertise belongs in improving product quality, not in manually recalculating spreadsheet cells.
**Success**: The shop floor operates with self-healing schedules, maximizing yield and eliminating manual recalculations.
**One Liner**: What if your shop floor could reroute itself the moment a bottleneck forms? Floorworks recalculates routing using live telemetry, maximizing physical production yield.
**Positioning**:
- **So That**: maximize throughput by eliminating inter-station machine wait-states
- **Unlike**: Manual spreadsheet scheduling
- **For Whom**: production planners in discrete manufacturing
- **Category**: Dynamic Production Routing Service
**Call To Action**:
- **Direct**: Launch Line Pilot
- **Transitional**: View Yield Calculation Methodology
**Failure Stakes**:
- High WIP inventory staging times
- Unnecessary machine idle-time
- Loss of incremental unit revenue
**Transformation**:
- **To**: one of the few planners who masters true telemetry-native optimization
- **From**: a production planner buried in spreadsheet updates
**Controlling Idea**: Shop floor routing should adapt to real-time machine physics, not static schedules.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: What if your shop floor could reroute itself the moment a bottleneck forms? Floorworks recalculates routing using live telemetry, maximizing physical production yield.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: afa497e2bee1b421

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Dynamic Production Routing Service for production planners in discrete manufacturing. Unlike Manual spreadsheet scheduling — maximize throughput by eliminating inter-station machine wait-states.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 491eb1e61fdecfdc

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Production schedules in Plex or Excel remain frozen while machine breakdowns and material delays create idle wait-states across work cells.
Solution: What if your shop floor could reroute itself the moment a bottleneck forms? Floorworks recalculates routing using live telemetry, maximizing physical production yield.
Customer: production planners in discrete manufacturing
Unlike: Manual spreadsheet scheduling
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 0b491328d8fe1eaf

## Startup Token M E D D P I C C

**Pain**: Production schedules in Plex or Excel remain frozen while machine breakdowns and material delays create idle wait-states across work cells.
**Metrics**: Target: The shop floor operates with self-healing schedules, maximizing yield and eliminating manual recalculations.
**Rendered**: Pain: Production schedules in Plex or Excel remain frozen while machine breakdowns and material delays create idle wait-states across work cells.
Economic buyer: Plant Manager
Metrics: Target: The shop floor operates with self-healing schedules, maximizing yield and eliminating manual recalculations.
Competition: Manual spreadsheet scheduling
**Mechanism**: spine-derived-v1
**Competition**: Manual spreadsheet scheduling
**Economic Buyer**: Plant Manager
**Vocab Fingerprint**: 0a0d5eb4146324d7

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Dynamic Production Routing Service for production planners in discrete manufacturing

production planners in discrete manufacturing — Production schedules in Plex or Excel remain frozen while machine breakdowns and material delays create idle wait-states across work cells. What if your shop floor could reroute itself the moment a bottleneck forms? Floorworks recalculates routing using live telemetry, maximizing physical production yield.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: 2d340d1acf2f658c

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Dynamic Production Routing Service. What if your shop floor could reroute itself the moment a bottleneck forms? Floorworks recalculates routing using live telemetry, maximizing physical production yield. Serves production planners in discrete manufacturing.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: 40eb32129e7bc220

## Neighborhood

### Candidate solutions

- [Specialized Floor Staff Recruitment](/Problems/Specialized_Floor_Staff_Recruitment) — candidate solution for · Problems

### What it offers

- [Telemetry Routing Engine](/Software/Telemetry_Routing_Engine) — offers · Software

### Composed of

- [Dynamic Routing Agent](/Agents/Dynamic_Routing_Agent) — composes · Agents
- [Production Yield Service](/Services/Production_Yield_Service) — composes · Services
- [Telemetry Analytics Worker](/Agents/Telemetry_Analytics_Worker) — composes · Agents
- [Machine Integration SDK](/Software/Machine_Integration_SDK) — composes · Software
- [Machine Telemetry API](/Software/Machine_Telemetry_API) — composes · Software

### Competitors

- [Static Kanban Boards](/Competitors/Static_Kanban_Boards) — competes with · Competitors
- [SAP Manufacturing Execution](/Competitors/SAP_Manufacturing_Execution) — competes with · Competitors
- [Plex Smart Manufacturing](/Competitors/Plex_Smart_Manufacturing) — competes with · Competitors
- [Tulip Interfaces](/Competitors/Tulip_Interfaces) — competes with · Competitors
- [Manual Spreadsheet Scheduling](/Competitors/Manual_Spreadsheet_Scheduling) — competes with · Competitors

### Embodies

- [Software](/Theses/Software) — embodies · Theses

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