Cognigear
Strategy & Roadmap

Fleet & Platform Autonomy Roadmap Design

Define a 2–3 year autonomy roadmap across vehicle platforms, sites, and levels of autonomy.

Timeline
6 Weeks to Value
Typical Engagement
$60k–$180k (strategic engagement)
Focus Areas
Haul trucks, Yard trucks, Forklifts

Fleet & Platform Autonomy Roadmap Design

Turn scattered pilot projects into a cohesive, multi-year autonomy strategy that scales across your entire fleet.

  • Align your organization on a 2–3 year autonomy vision and rollout plan
  • Standardize vehicle platforms and technology stacks to reduce fragmentation
  • Define the path from improved safety (L1/L2) to full autonomous operations (L4)

Who this is for

Corporate strategy, fleet management, and innovation leaders at:

  • Global mining and resources companies with diverse equipment fleets
  • Logistics giants managing meaningful heavy-equipment assets
  • Industrial OEMs looking to define their autonomy product roadmap

Operational context

This engagement focuses on:

  • Vehicle types – Heterogeneous fleets: haul trucks, dozers, reach stackers, forklifts
  • Environments – Across multiple sites, regions, and operational domains
  • Autonomy scope – Structuring the evolution from manual → teleoperated → supervised → autonomous

Trigger phrases you might be saying

  • “We have five different pilots with five different vendors and no common strategy.”
  • “We represent valid use cases, but our technology stack is fragmented.”
  • “How do we justify the ROI of autonomy if we can't remove the operator yet?”
  • “We need to decide which vehicle platforms to retrofit and which to replace.”

Business outcomes

  • A clear 2–3 year rollout roadmap mapped to business value and technical maturity
  • 20-40% reduction in TCO projection through standardized platforms and reduced operator ratios
  • Vendor consolidation strategy to improved leverage and reduce integration complexity
  • Alignment of capital expenditure (CapEx) plans with autonomy readiness

What we deliver

  • Fleet segmentation and autonomy suitability analysis
  • Technology stack standardization strategy (build vs. buy vs. partner)
  • Phased rollout plan with distinct horizons (Pilot, Beta, Scale)
  • Financial model (TCO accumulation and ROI realization)
  • Strategic vendor selection framework

How it works

  1. Assess – Inventory current fleet, pilots, and operational requirements across sites
  2. Strategy – Define the "North Star" architecture and the distinct phases to get there
  3. Plan – Build the detailed roadmap, budget, and resource plan for execution

Timeline & effort

  • Duration: 4-6 weeks
  • Client time: Strategic workshops with fleet, ops, and finance leadership (~15 hours)
  • Data: Fleet register, asset management data, current pilot performance reports

Pricing bands

Fixed-fee: $60k–$180k, depending on:

  • Size and diversity of the fleet (number of vehicle classes)
  • Number of operational regions/sites involved
  • Complexity of existing legacy systems and vendor contracts

Tech stack & integrations

We help you strategize around:

  • Vehicle Platforms: OEM-native autonomy vs. third-party retrofit kits
  • Fleet Management Systems: Integration with dispatch, routing, and scheduling tools
  • Connectivity: Requirement planning for Private 4G/5G, Mesh, and V2X
  • Computing: On-board vs. edge vs. cloud compute partitioning

Risks & safeguards

We explicitly design for:

  • Operational continuity – Ensuring autonomy rollout doesn't disrupt current critical operations
  • Workforce transition – Planning for skill shifts and labor relation impacts
  • Technology obsolescence – Selecting open standards to avoid vendor lock-in
  • Regulatory compliance – aligning roadmap with evolving safety standards (ISO, ANSI)

Site examples

  • Logistics network (North America) – Harmonized autonomy strategy across 12 distribution centers, consolidating 3 forklift vendors to 1 autonomy-ready partner, projected to save $15M/year.
  • Mining major (Australia) – Defined a transition roadmap for mixed fleet haulage, moving from siloed vendor pilots to a unified interoperability standard.

Frequently asked questions

Does this include selecting the specific sensors? No, this is a strategic roadmap. Detailed sensor selection happens in the "Sensor Suite & Sensor Fusion Design" service, which often follows this one.

How do we handle legacy equipment? We analyze the business case for retrofitting legacy equipment versus accelerating replacement cycles. Often a mixed approach is best.

Can we do this for just one site? Yes, but the most value comes from applying this logic across a fleet or multiple sites to gain economies of scale.

Target KPIs

  • ↑Fleet utilization rate
  • ↑Total Cost of Ownership (TCO) reduction
  • ↑Operator-to-vehicle ratio
  • ↑Standardization index
  • ↑Deployment velocity

Deployed Environments

Multi-site miningGlobal logistics networksIndustrial campuses

Ready to start?

Book a 15-minute technical scoping call to discuss your fleet requirements.

Book Scoping Call

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Site Autonomy Readiness & Opportunity Mapping

Identify 3–7 safe, high-ROI autonomy use cases for your industrial site in 3 weeks.

Recommended Next Step

Functional Safety & Risk Engineering for Autonomy

Perform HAZOP/FMEA/FTA, define safety concepts, and design independent safety layers aligned with ISO 26262/IEC 61508-style practice.