Fleet Optimization / Life Cycles
Life Cycles Optimization

Know when to run, repair, replace, lease, or buy.

A life-cycle plan built from real cost and usage data, not a generic replacement schedule.

Life Cycle Insights

Insights that drive action.

Based on your data — not industry standards

Total Cost of Ownership

Acquisition through disposal, including depreciation and downtime.

Run / Repair / Retire

Turn cost history into a clear disposition recommendation.

Lease vs. Buy

Compare scenarios using your own operating history.

Fleet Insights overview: fleet spend summary, fleet health score, and cost, compliance, utilization, and fleet profile pillars.
Impact
Buy on Lifetime Cost

Choose assets for total return, not sticker price.

Replace at the Right Time

Act before rising repair cost and downtime compound.

End the Repair Debate

Make disposition decisions from one shared fact base.

Negotiate from Facts

Use your own cost history in every lease-or-buy decision.

Impact

Decisions, not debates.

RC Willey
Detroit vs. Cummins, settled with true cost-per-mile data
Read the case study →
300k mi
Vehicle lifetime
$21k
Saved per vehicle / yr
Most expensive vehicles by total cost this period, with unit number, make and model, and cost for each.
Fleet Optimization
See compliance →

Plan your fleet's next chapter.

Contact

Get in touch

Interested in Link-X? Tell us about your fleet and a specialist will reach out.

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Book a Demo

See Link-X in action

Tell us about your fleet and we'll set up a personalized walkthrough.

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Hide the 5-layer Link-X AI architecture

Link-X is a multi-layered AI tool.
That's why it does things your competitors and analysts can't.

Generic LLMs hallucinate fleet math. Spreadsheet jockeys can't keep up with real-time data. Link-X solves both — by placing Jake, our fleet-specialized SLM, between your data and the world's best LLMs.

01
User & InterfaceYou
Asset managers, executives, drivers — asking questions or triggering events.
↓ QUESTION / EVENT
↑ ANSWER / ACTION
02
Link-X PlatformData fabric
Unified data layer + module router. The home for all your fleet's truth.
↓ ROUTE BY INTENT
↑ FORMATTED OUTPUT
Encrypted
03
Jake's ModulesAssistant · Analyst · Consultant
Specialized reasoning paths for operational, analytical, or strategic questions.
↓ DOMAIN CONTEXT
↑ VERIFIED MATH
04
Jake — the Fleet SLMOur moat
Small Language Model trained on fleet operations. Knows what generic AI doesn't.
↓ STRUCTURED PROMPT
↑ NATURAL LANGUAGE
Encrypted
05
Foundation LLMsFrontier
We don't reinvent natural language — we leverage the best frontier models.
Why this beats every alternative

Plug your data into your favorite AI chatbot and it'll guess. Plug it into Link-X and Jake will know.

Most "AI fleet" tools are just a chat UI on top of GPT. The math is wrong, the recommendations are generic, the calculations hallucinate. Link-X is built differently.

× Generic AI / Spreadsheet Analyst
  • Hallucinates CPM and TCO formulas
  • Doesn't know your vendor network
  • Doesn't understand fleet cost drivers
  • Misses DOT compliance windows
  • Generic answers, no fleet context
✓ Link-X (Jake)
  • Fleet-specific math, verified
  • Trained on real customer outcomes
  • Fleet industry knowledge
  • Tracks compliance automatically
  • Answers grounded in your data