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Uptake
AI tool profile ·
Predictive maintenance software for truck and equipment fleets that flags problems before a breakdown, with Bosch now acquiring the company.
87TriVista score
Category rank#1 in Manufacturing, Industrial, Maintenance, and Quality AI
Baseline ELO1,569.1
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At a glance
What it does
Uptake is predictive maintenance software for vehicle and equipment fleets. It was founded as a broader industrial AI company, but its main product today focuses on trucks, buses, and heavy equipment. Fleet managers use it to spot problems before a vehicle breaks down on the road. The Risk Explorer feature ranks issues by how serious they are, and remote diagnostics let a team check a vehicle's health without a physical inspection. Uptake connects to telematics systems like Platform Science, Trimble, CalAmp, and Intellishift, holds SOC 2 certification, and has built a large library of known failure patterns from years of fleet data. Bosch announced plans to acquire Uptake in March 2026.
Where it can help
This fits a company running fleets of trucks, buses, or heavy construction equipment, and a fleet or maintenance team that wants fewer roadside breakdowns. A good starting point is one class of vehicle, like a truck fleet, before adding others. Uptake does not publish pricing; ask for a quote and treat any number as a planning estimate. Note that Bosch is in the process of acquiring Uptake, which could change pricing, product direction, or support over the next year or two, so ask both companies about the roadmap before you sign a long contract. The tool works best for teams that already use telematics systems like Trimble or Platform Science, since Uptake plugs into that existing data instead of replacing it.
Business Goals
Business goals to explore
Potential matches to review against your requirements. Explore matching tools or read a task guide before you choose.
Improve production scheduling
Plan production around orders, available capacity, materials, and delivery deadlines.
Improve shop floor productivity
Identify bottlenecks and support frontline teams with clearer work instructions and operational insights.
Predict equipment maintenance needs
Use equipment data to spot potential issues and plan maintenance before breakdowns.
Company fit
Where this tool fits best
The industries and leadership roles this tool is most often matched with.
How your company could affect the fit
How one company factor at a time moves the modeled score. The published score is unchanged.
How your company could affect the fit
How one company factor at a time moves the modeled score. The published score is unchanged.
Technology Maturity High Modeled score88.5 / 100 Modeled category rank#1
Baseline Moderate
Adjusted ELO 1,580.8
Change from baseline +27.0 ELO
Industry Energy and utilities Modeled score87.2 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,573.2
Change from baseline +19.4 ELO
Industry Healthcare and life sciences Modeled score86.9 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,571.2
Change from baseline +17.4 ELO
Industry Financial and professional services Modeled score86.6 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,569.3
Change from baseline +15.5 ELO
Industry Construction and real estate Modeled score86.3 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,567.6
Change from baseline +13.8 ELO
Industry Technology and telecommunications Modeled score85.9 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,565.3
Change from baseline +11.5 ELO
Revenue Band Under $25M Modeled score85.5 / 100 Modeled category rank#1
Baseline $25M-$100M
Adjusted ELO 1,562.7
Change from baseline +8.9 ELO
Industry Food and beverage Modeled score82.8 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,546.9
Change from baseline -6.9 ELO
Industry Industrial manufacturing Modeled score83.2 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,548.9
Change from baseline -4.9 ELO
Technology Maturity Low Modeled score83.4 / 100 Modeled category rank#2
Baseline Moderate
Adjusted ELO 1,550.4
Change from baseline -3.4 ELO
Industry Retail and distribution Modeled score83.5 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,551.2
Change from baseline -2.6 ELO
Industry Automotive and transportation Modeled score83.5 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,551.2
Change from baseline -2.6 ELO
Revenue Band $500M-$2B Modeled score83.8 / 100 Modeled category rank#1
Baseline $25M-$100M
Adjusted ELO 1,552.9
Change from baseline -0.9 ELO
Company Type Business services Modeled score83.8 / 100 Modeled category rank#1
Baseline Manufacturing
Adjusted ELO 1,553.0
Change from baseline -0.8 ELO
Revenue Band $100M-$500M Modeled score84.1 / 100 Modeled category rank#1
Baseline $25M-$100M
Adjusted ELO 1,554.7
Change from baseline +0.8 ELO
Revenue Band Over $2B Modeled score84.0 / 100 Modeled category rank#1
Baseline $25M-$100M
Adjusted ELO 1,554.0
Change from baseline +0.1 ELO
Cost guide
What it can cost
These estimates cover licensing, setup, integrations, staff time, security, administration, and support.
| Cost measure | Low | Base | High |
|---|---|---|---|
| First-year total | $103.3K | $161.7K | $258.8K |
| Three-year total | $226.3K | $339.9K | $522.5K |
| First-year cost per unit | $103.3K | $161.7K | $258.8K |
| Average annual cost per unit (over three years) | $75.5K | $113.3K | $174.2K |
Cost breakdown by scenario
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $37.5K | $50K | $67.5K |
| Implementation | $16.8K | $28K | $47.6K |
| Integration | $17.6K | $32K | $57.6K |
| Staff time and change management | $10.5K | $15K | $21K |
| Security | $7.7K | $11K | $16.5K |
| Administration | $5.6K | $7.5K | $10.1K |
| Support | $2.6K | $3.5K | $4.7K |
Estimate assumptions: This scenario uses a category-based allowance, not a verified price for this product. Based on 1 production deployment. Confirm the vendor’s billing unit and current price or quote before budgeting.
Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.
Get started
What you need first
What you need firstSet up the basics
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
How to startSet clear limits
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Before you scaleSet safe working rules
Recommended next action
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Decision ownerBusiness and technology owner
STARTSet a goal and owner
Define what success looks like for a test of Uptake and assign someone to lead it.
FIRST MONTHTest one workflow
Once the requirements above are met, compare a small trial with how your team works today.
MONTH TWOReview actual use
Track adoption, output quality, business results, and actual costs against the estimate.
MONTH THREEDecide what comes next
Use the results to decide whether to stop, adjust, or expand the pilot.
Risk profile
Required controls
Security and safe use
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Exit and rollback
Export edge deployment settings and safe-state and override configuration, plus raw sensor history, derived features, asset hierarchy, alerts, diagnoses, work-order links, operator feedback, model versions, thresholds, and edge configuration from Uptake. Site hardware, trained asset models, and OT integrations create high switching cost; keep machine history in usable time-series formats and overlap vendors long enough to validate safety and detection performance. The catalog status is “Active | Bosch acquisition announced and pending as of July 27, 2026”; confirm renewal, support, successor-product, and migration rights before further commitment.
Recommended next step
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Other tools to review
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C3 AI Reliability
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Protex AI
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How to learn more about this tool
Where to check the product, price, security, and support.
Official product information
uptake.com
Read official information →
Research observations recorded: 1. Evidence quality: Good support.
Score history
How the rating has changed
Recorded score and category rank across research updates.
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TriVista Score 86.5/100Category rank #1
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TriVista Score 86.5/100Category rank #1
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