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Predictive Horizons

Industry · Automotive OEMs

The intelligence layer for Automotive OEMs.

Software in vehicles is breaking the diagnostic playbook. Warranty exposure is rising faster than the legacy service stack can adapt. Predictive Horizons is how leading automotive OEMs catch up — and pull ahead.

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The problem

Your service organization is being asked to diagnose a class of vehicle the legacy stack was never built for.

Indicators you’ll recognize

  • Rising rate of "no trouble found" and increased buy-back rates
  • Intermittents that engineering can't reproduce and field can't isolate
  • A widening gap between OTA cadence and service-bay cadence

WHAT WE STAND FOR

Ecosystem integrity.

We bridge the fragmented service ecosystem. By collapsing the distance between engineering intent and field reality, we build trust between consumers, technicians, and manufacturers.

Predictive Horizons is the system underneath your service network, your tier-1 suppliers, your engineering organization, and your warranty operation. It collapses the distance between engineering intent and field reality — and rebuilds the ecosystem trust that warranty erosion has put at risk.

What changes

The numbers we move in Automotive OEMs.

60%

faster root-cause analysis on warranty-driving issues

15%

warranty-cost reduction over twelve months

5%

improvement in fix-right-first-time

SPOTLIGHT · BUY-BACK EXPOSURE

By the time a buy-back is a buy-back, it's too late.

Buy-backs are one of the most expensive ways for a manufacturer to lose a customer, and almost every one started as a case that could have been resolved. Predictive Horizons sees buy-back risk forming across your fleet and surfaces it while there is still time to act.

  1. 01Continuous visibility

    Every VIN, in view.

    One live picture of every vehicle and every open case. No spreadsheet reconciliation, no waiting for the next warranty review.

  2. 02Buy-back rules built in

    The criteria, encoded.

    Buy-back exposure rules are codified once and applied automatically across every jurisdiction you operate in.

  3. 03Risk surfaced early

    Caught while it's still resolvable.

    Cases trending toward a buy-back land on the warranty team's radar with full context, early enough to matter.

Fewer buy-backs. Lower warranty exposure. Customer relationships preserved.

Outcomes

Where the platform lands first.

01 · FAULTY PART IDENTIFICATION

Right part, first time

Confirmed root cause means the right part the first time, eliminating the second visit and the customer's lost confidence.

02 · FIELD-ISSUE EARLY WARNING

See campaigns before they become recalls

Pattern recognition from the earliest moments. Surfaced weeks, not months, after the first signal.

03 · ENGINEERING CLOSURE

Field reality reaches design

Failures arrive in engineering's native form, not as forwarded service tickets, with the data needed to act.

Capabilities most relevant here

The capabilities that earn their place first in Automotive OEMs.

Diagnostic Intelligence

Context-aware reasoning at the point of action. Hypotheses, evidence, and remote tests in one place.

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Fleet-Wide Pattern Recognition

Detect emerging failure modes across the fleet before they become campaigns or recalls.

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Engineering Feedback Loop

Field reality flows back to engineering. Issues are fixed once, in the right place, and stay fixed.

Read capability
We were drowning in dashboards confirming what we already knew. The intelligence layer is the first thing that moved a number.

Ready to see it

See Predictive Horizons against cases in your environment.

Bring the hardest case currently sitting on your service desk. We'll walk through how the platform would handle it — concretely, in your environment.

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