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Enterprise reasoning for industrial decisions

GP connects market signals, operating data, policies, and workflows so manufacturers can trust, explain, and audit decisions across growth, pricing, supply chain, and service risk.

Decision infrastructure
One governed layer across the industrial operating model
R&D innovation Supply chain Pricing Channel allocation Service risk
Operating Model

The decisions that shape industrial performance

GP turns fragmented signals into governed recommendations that teams can act on, review, and trace back to the evidence.

01

R&D Innovation Pipeline

Prioritize bets with market, patent, regulatory, and customer evidence.

Reasoned
02

Supply Chain Optimization

Model constraints, disruptions, sourcing, and margin impact together.

Governed
03

Pricing & Channel Allocation

Balance volume, margin, channel influence, and competitive position.

Auditable
04

Service, Warranty & Risk

Connect installed-base data to lifecycle, warranty, and captive risk decisions.

Recorded

R&D Innovation Pipeline

GP connects customer demand, technical feasibility, competitor movement, regulatory signals, and portfolio constraints into a decision record for where to invest next.

Evidence-Based Prioritization

Rank product, material, and service concepts against demand, margin, and strategic fit.

Market and Patent Signals

Monitor scientific, patent, competitive, and regulatory movement before it becomes obvious.

Decision Trace

Preserve the evidence and constraints behind each roadmap recommendation.

Supply Chain Optimization

GP reasons across sourcing options, inventory position, demand forecasts, tariff exposure, and supplier constraints so operations teams can act with a defensible plan.

Constraint-Aware Planning

Combine supply availability, production constraints, and demand signals in one reasoning layer.

Scenario Evaluation

Compare disruption, sourcing, and tariff scenarios with explicit tradeoffs.

Governed Execution

Route recommended actions through the teams, policies, and approvals already in place.

Pricing & Channel Allocation

GP helps commercial teams make market-aware pricing and channel decisions that balance revenue, margin, product availability, and long-term partner economics.

Margin-Aware Pricing

Evaluate price moves against product cost, demand elasticity, geography, and competitor behavior.

Channel Allocation

Recommend where inventory, incentives, and commercial focus should go by dealer, market, and product line.

Explainable Recommendations

Give sales and finance teams the rationale they need to defend decisions internally and externally.

Service, Warranty & Risk

GP connects installed-base, telematics, warranty, service, and environmental data to identify risk patterns and create new economics around service and captive insurance.

Warranty Intelligence

Identify product, dealer, region, and usage patterns driving claim volume and severity.

Captive Risk Workflows

Use operational evidence to power underwriting, risk selection, and proactive mitigation.

New Revenue Streams

Turn installed-base insight into commercial programs that compound beyond the original product sale.

Deployed Workflows

From fragmented signals to governed action

The strongest industrial workflows do not start with another dashboard. They start with a decision that needs evidence, ownership, and an auditable path to execution.

Workflow: Captive Risk

Heavy Equipment Manufacturer

A leading construction equipment manufacturer is using GP to reason across telematics, environmental data, equipment usage, and risk rules for a captive insurance platform. The workflow moves from raw signals to explainable risk selection and mitigation.

Decision Record
Installed-base and operating data connected to underwriting logic
Risk recommendations grounded in policy, geography, and equipment context
Workflow designed for review, provenance, and auditability
$840M+
Incremental revenue (Year 5)
~13%
Margins on new revenue
96→90%
Modeled loss ratio improvement
Workflow: Commercial Growth

Water & HVAC Manufacturer

A global manufacturer is using GP to support pricing, channel, product, and customer-experience decisions across a complex commercial footprint. The goal is not more reporting; it is a repeatable reasoning workflow for profitable growth.

Decision Record
Portfolio, demand, warranty, and channel signals interpreted together
Pricing and allocation recommendations connected to commercial tradeoffs
Leadership gets the rationale, not just the output
Better
Forecasting decisions
Faster
Commercial reviews
Clearer
Portfolio strategy
Industrial Proof

Value creation with a decision trace

Industrial leaders need upside and control. GP is designed to expose the economics, the reasoning, and the workflow that gets a decision into production.

$840M+
Incremental revenue opportunity projected by Year 5 for a captive insurance workflow.
~13%
Target margins on new platform-enabled revenue streams.
96→90%
Modeled movement from expected loss ratio to best-in-class captive performance.
Get Started

Bring reasoning into industrial decisions

From R&D and supply chain to pricing, channel allocation, and service risk, see how GP turns critical industrial decisions into governed workflows.

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