Your DOCSIS 4.0 rollout is delayed. Again.
52-week lead times. Supply chain chaos. Spreadsheets that can't keep up. Gearbox is the operating system that fixes network hardware capex—from forecast to PO, in one platform.
SOC 2 Type II (in progress) · OpenEoX Compliant · SCTE Member
Product Overview
What Gearbox does
Live Digital Twin
Real-time visibility into every device, chassis, and line card across your network. OpenConfig gRPC telemetry, Neo4j graph model, zero blind spots. Mike used to spend 40 hours a week reconciling spreadsheets. Now he opens Gearbox.
Predictive Intelligence
Weibull survival models predict hardware failures 30-90 days in advance. Poisson base-stock optimization calculates safety stock per warehouse. No more emergency orders.
Automated Procurement
One click generates purchase specs with Cisco/Juniper pricing. Competitive RFQs in hours, not weeks. cXML PunchOut directly to SAP Ariba.
How It Works
From data to purchase order
Digital Twin Explorer
Neo4j graph model. Market → Site → Rack → Chassis → Line Card. Click any node to see telemetry and lifecycle data.
[Screenshot: Digital Twin Explorer]
Demand Forecast
XGBoost model trained on subscriber growth and traffic patterns. 12-month horizon with confidence intervals.
[Screenshot: Demand Forecast Dashboard]
RFQ Comparison
Supplier responses normalized by currency and Incoterms. Non-compliant lead times flagged red. Best value highlighted green. One-click award.
[Screenshot: RFQ Comparison Table]
Predictive Refresh
Weibull AFT model. 87% failure probability within 90 days. Confidence band shows uncertainty. Generate replacement BoM with one click.
[Screenshot: Survival Curve Chart]
We were managing RPD procurement with spreadsheets while lead times hit 52 weeks. Gearbox showed us exactly what we needed in each market, found an alternate supplier at 18 weeks, and pushed the PO to Ariba in the same session.
MT
Mike T.
VP of Network Planning, Tier-1 MSO
Ready to see it in action?
We are not asking them to change their tools. We are asking them to let us make their tools talk to each other.