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║  FEATURES v1.0 // DOCUMENTATION        ║
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BUILT FOR ENGINEERS WHO
SPEAK IN MPNs

Upload your BOM, get supplier-qualified parts with AI-powered suggestions. Real-time DigiKey data. Live market intelligence via Apify. Transparent reasoning. Export-ready results.

┌─────────────────────────┐
│ 01 REAL-TIME INVENTORY │
└─────────────────────────┘

Direct API integration with DigiKey means you're always seeing live data. No cached results from yesterday. No stale pricing. The stock count you see is the stock count that exists right now.

  • ●Live stock levels updated every request
  • ●Price breaks at every quantity tier
  • ●Lead time visibility for backordered items
  • ●Factory stock vs distributor stock breakdown
┌────────────────────────────────────────┐
│  API_RESPONSE // DigiKey Live          │
└────────────────────────────────────────┘
{
  "mpn": "STM32F405RGT6",
  "manufacturer": "STMicroelectronics",
  "stock": {
    "digikey": 4847,
    "factory": 12000
  },
  "pricing": [
    { "qty": 1, "unit": 11.42 },
    { "qty": 10, "unit": 10.28 },
    { "qty": 100, "unit": 8.85 }
  ],
  "leadTime": "In Stock"
}
┌────────────────────────────┐
│ 02 AI-POWERED SUGGESTIONS │
└────────────────────────────┘

Our AI doesn't just find exact matches. It analyzes your BOM and suggests alternatives based on availability, pricing tiers, and specifications. Every suggestion comes with reasoning you can audit.

  • ●Alternate parts with equivalent specs
  • ●Quantity optimization for price breaks
  • ●Vendor consolidation recommendations
  • ●Risk flags for sole-source or EOL parts
  • ●Transparent reasoning for every suggestion
┌────────────────────────────────────────┐
│  AI_REASONING // Claude Analysis       │
└────────────────────────────────────────┘
[COST_OPTIMIZATION]

Increasing order quantity from 50 to 100 units drops unit price from $2.34 to $1.87 — 20% savings for 2x volume.

[RISK_ALERT]

Single-source part with 6-week lead time. Consider TI equivalent TPS63020DSJR available from 3 distributors.

┌─────────────────────────┐
│ 03 MARKET INTELLIGENCE │
└─────────────────────────┘

Real-world supply chain data that APIs don't capture. Our Market Intel agent scrapes news, manufacturer announcements, and trade publications via Apify to surface shortage alerts, EOL warnings, and price trends before they hit your bottom line.

  • ●Component shortage alerts from industry news
  • ●Manufacturer EOL and PCN announcements
  • ●Price trend analysis from trade publications
  • ●Supply chain risk signals in real-time
  • ●Powered by Apify web scraping platform
┌────────────────────────────────────────┐
│  MARKET_INTEL // Apify Scraping        │
└────────────────────────────────────────┘
[SHORTAGE_ALERT]

STM32F4 series experiencing 18-week lead times due to fab capacity constraints. Consider STM32G4 as drop-in alternative.

[EOL_WARNING]

TI announces LM317 EOL Q3 2026. Last-time-buy deadline: March 2026. Recommended replacement: TPS7A4001.

[PRICE_TREND]

MLCC prices down 12% QoQ. Good time to stock up on 0402/0603 caps.

┌──────────────────────┐
│ 04 BOM INTELLIGENCE │
└──────────────────────┘

Every team exports BOMs differently. Different column names, different formats, different conventions. We handle it. Upload your CSV or Excel and we'll figure out what's what.

  • ●Automatic column detection (MPN, quantity, description, etc.)
  • ●Handles multiple MPN formats and conventions
  • ●Fuzzy matching for partial or incorrect part numbers
  • ●Description-based search when MPN fails
  • ●CSV, XLSX, and ODS support
┌────────────────────────────────────────┐
│  COLUMN_DETECT // Auto-mapping         │
└────────────────────────────────────────┘
INPUT:
┌──────────┬──────────┬─────┬─────────┐
│ Part #   │ Desc     │ Qty │ Ref Des │
├──────────┼──────────┼─────┼─────────┤
MAPPED:
  Part #   → MPN ✓
  Desc     → DESCRIPTION
  Qty      → QUANTITY ✓
  Ref Des  → REFERENCE
[✓] Detected 47 line items
[✓] 45 parts matched
[!] 2 parts need review
┌──────────────────────────┐
│ 05 EXPORT & INTEGRATION │
└──────────────────────────┘

Once you've optimized your BOM, get it out of the tool and into your workflow. Export to CSV for your purchasing team, or use our direct DigiKey cart integration to skip the data entry entirely.

  • ●Export to CSV with full decision audit trail
  • ●Direct add-to-cart for DigiKey
  • ●Include AI reasoning in exports
  • ●Custom export templates (coming soon)
  • ●API access for automation (coming soon)
┌────────────────────────────────────────┐
│  EXPORT_OPTIONS // Select Format       │
└────────────────────────────────────────┘
[1] EXPORT CSV
Full BOM with pricing
→
[2] ADD TO DIGIKEY
Direct cart integration
→
┌─────────────────────────────────┐
│  DISTRIBUTOR INTEGRATIONS       │
└─────────────────────────────────┘

Direct API connections to the distributors you use.

DIGIKEY
[ACTIVE]
MOUSER
[SOON]
ARROW
[SOON]
NEWARK
[SOON]
LCSC
[SOON]
DATA SOURCES
APIFY
[MARKET INTEL]
┌─────────────────────────────────┐
│  WORKFLOW FEATURES              │
└─────────────────────────────────┘

Tools to manage your sourcing workflow.

SAVED BOMS

Store and version your bills of materials. Quick access to recent projects.

● AVAILABLE
HISTORY

Track every search, every decision. Full audit trail for compliance.

● AVAILABLE
TEAM COLLAB

Share BOMs with team members. Comment on part selections.

[○ COMING_SOON]
┌─────────────────────────────────┐
│  AI AGENTS // PARALLEL ANALYSIS │
└─────────────────────────────────┘

Four specialized AI agents analyze your BOM in parallel, each with a unique perspective.

[00] MARKET INTEL
APIFY

Scrapes news, manufacturer sites, and trade publications for real-world supply chain intelligence.

  • • Shortage alerts
  • • EOL announcements
  • • Price trends
[01] ENGINEERING

Validates parts against compliance requirements and flags technical risks.

  • • RoHS/REACH compliance
  • • Lifecycle status (EOL?)
  • • Counterfeit risk
[02] SOURCING

Evaluates supply chain risk, checks stock levels, and suggests alternates.

  • • Lead time analysis
  • • Multi-source options
  • • Supplier trust scores
[03] FINANCE

Optimizes for budget constraints and identifies cost-saving opportunities.

  • • Price break analysis
  • • MOQ optimization
  • • Volume discounts

All 4 agents run in parallel using asyncio.gather() → Final Decision Agent synthesizes results

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║                                           ║
║   READY TO OPTIMIZE YOUR SOURCING?        ║
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Upload your first BOM and see it in action. No credit card required.

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