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C.H. Robinson10-K: Platform strategy

Investing heavily in 'Lean AI' strategy with 800 technologists and 30+ AI agents

Read at SEC EDGAR

What happened

C.H. Robinson is betting its competitive advantage on a 'Lean AI' strategy, employing 800 technologists to develop proprietary generative and agentic AI.

Source

SEC EDGARFeb 13, 2026

Annual report (Form 10-K)

C.H. Robinson 10-K for FY2025

Filing excerpt

Lean AI is our unique and disciplined method of applying artificial intelligence, at scale, to achieve tangible business results.

sec.gov/Archives/edgar/data/1043277/000104327726000009/chrw-20251231.htmRead the full source

Other signals in this filing (11)

Extracted by Autobound

From the Signal API record
Signal
10-K: Platform strategy

What this signalsFilings often name leadership changes, deals and spending plans.

Period
FY2025
Fiscal year end
12/31
Filed
Feb 13, 2026

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The full record

From the Signal API record

Details

CIK
1043277
Accession number
0001043277-26-000009
Timeframe
Current year
Filing year
2026
Why it matters
Platform tools needed
Signal category
Strategic

Topics and mentions

Technologies

  • AI
  • Lean AI
  • generative AI
  • agentic AI
  • machine learning
  • data science
  • analytics

Vendors

  • Android
  • iOS

Extraction

Confidence
High
Relevance
90%
Sentiment
Positive
Detected
Feb 17, 2026
signal_type
sec-10k
signal_subtype
platformStrategy

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The API returns more than this page shows

This page shows a preview. The full sec-10k record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.

Company

  • linkedin_urlValue in the API
  • industriesValue in the API
  • employee_count_lowValue in the API
  • employee_count_highValue in the API
  • revenueValue in the API
  • descriptionValue in the API

Signal

  • signal_nameValue in the API
  • associationValue in the API
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Show the full JSONThe record on this page and the API request

GET /v1/signals/7ed775d0-96a3-44c8-9400-e631d8460131 returns this record as JSON. POST /v1/companies/enrich returns every signal for chrobinson.com.

{
  "signal_id": "7ed775d0-96a3-44c8-9400-e631d8460131",
  "signal_type": "sec-10k",
  "signal_subtype": "platformStrategy",
  "detected_at": "2026-02-17T06:34:08.018+00:00",
  "company": {
    "name": "C.H. Robinson",
    "domain": "chrobinson.com"
  },
  "data": {
    "detail": "C.H. Robinson is betting its competitive advantage on a 'Lean AI' strategy, employing 800 technologists to develop proprietary generative and agentic AI. This massive investment in automating its Navisphere platform indicates significant budget for AI infrastructure, data management, and cybersecurity to support this core initiative and fend off tech-driven competitors.",
    "metrics": {
      "timeframe": "current_year"
    },
    "summary": "Investing heavily in 'Lean AI' strategy with 800 technologists and 30+ AI agents",
    "excerpts": "Lean AI is our unique and disciplined method of applying artificial intelligence, at scale, to achieve tangible business results.",
    "relevance": 0.9,
    "sentiment": "positive",
    "confidence": "high",
    "source_url": "https://www.sec.gov/Archives/edgar/data/1043277/000104327726000009/chrw-20251231.htm",
    "filing_date": "2026-02-13",
    "filing_year": 2026,
    "fiscal_year_end": "12/31",
    "sales_relevance": "Platform tools needed",
    "signal_category": "strategic",
    "vendors_mentioned": [
      "Android",
      "iOS"
    ],
    "technologies_mentioned": [
      "AI",
      "Lean AI",
      "generative AI",
      "agentic AI",
      "machine learning",
      "data science",
      "analytics"
    ]
  }
}

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