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Equipment-Ready Specs.
First Principles Physics.

LabForge generates precise, equipment-specific fabrication specifications for thin-film deposition. Stop guessing. Start depositing.

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See What You Get

Complete, equipment-ready specifications. Not generic guidelines — precise parameters for your system.

RCP-4A7F2B — TiN Hard Coating

● Solution Ready
TARGET: 3" Ti, 99.99%, DC Magnetron
POWER: 350W DC (49 W/in²)
BASE PRESSURE: ≤ 5 × 10⁻⁶ Torr
WORKING PRESSURE: 3.2 mTorr
GAS — Ar: 24 sccm
GAS — N₂: 7.2 sccm (ramp protocol below)
SUBSTRATE TEMP: 300°C
SUBSTRATE BIAS: -80V RF
N₂ RAMP: Start 0 sccm, increase 0.5 sccm/30s...
ADHESION LAYER: Pure Ti, 75nm, 300W DC, Ar only...
PRE-ETCH: Ar plasma, -400V RF bias, 12 min...
RATE: 3.8 Å/sec at 350W...
EXPECTED HARDNESS: 2200 HV...
STRESS TARGET: 1.2 GPa compressive...
FAILURE MODES: Dark film → increase N₂ 0.5 sccm...

Complete specification ready

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How It Works

Four Steps to a Perfect Run

No more trial and error. No more wasted targets. Get it right the first time.

01

Build Your Hardware Profile

Tell us exactly what equipment you're working with — base system, sources, pumps, heaters, gas lines. Every add-on matters.

02

Describe Your Problem

Select from common issues or describe what's happening. Arcing? Delamination? Rate drift? We've seen it all.

03

Get Your Specification

LabForge generates a complete, equipment-specific recipe with exact parameters — not ranges, not guidelines.

04

Revise & Refine

Run it, report back, and LabForge refines. Three revisions plus one deep analysis per recipe.

Capabilities

Built for Real Operators

Not a textbook. Not a chatbot. A first-principles physics engine that understands your machine.

Hardware-Aware Specs

Recipes calibrated to your specific chamber, sources, pumps, and power supplies. Not generic parameters.

🔬

First Principles Physics

Every parameter derived from physics — not empirical lookup tables. Understands why, not just what.

🛡️

Troubleshooting Engine

Diagnose arcing, poisoning, adhesion failures, and more. Root cause analysis, not symptom chasing.

📊

Equipment Gap Analysis

Identifies when your hardware is the bottleneck, not your recipe. Recommends specific upgrades.

🔄

Iterative Refinement

Three revisions per recipe based on your real-world run data. The spec gets better with your feedback.

💰

Negative Cost Tool

One avoided failed run pays for itself. Target waste, machine time, substrates — the savings compound.

Pricing

Start with One Recipe. Scale When Ready.

Every tier protects your bottom line. LabForge pays for itself in saved runs.

Explorer
Free
See LabForge output quality with pre-built sample recipes.
  • 3 demo recipes
  • Full output format preview
  • No account required
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Single Recipe
$599
One complete spec for your specific problem and equipment.
  • 1 equipment-ready recipe
  • 3 revisions
  • 1 deep analysis
  • Hardware-aware output
Get Started
Enterprise
$4,799 /mo
Full intelligence layer. Less than ⅓ the cost of one PhD engineer.
  • 10 recipes per month
  • 200,000 tokens
  • Equipment gap analysis
  • Supplier recommendations
  • ROI dashboard
  • Dedicated support
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