Proof

Results from operations that needed answers before another dashboard

Each case starts with the client's problem in their words. The result is the story.

Industry

Function

Banking estate alerts looked urgent but carried no context.

A banking network with 3,000+ locations needed security teams to know which alarm mattered before response time was lost.

99.9%Uptime at Scale

<100msAlert Latency

Ambient SystemsComputer VisionAutomation

Featured

A luxury brand was recognised by name but misread by AI search.

Retail

A global jewellery brand needed AI search platforms to explain products correctly without diluting heritage, imagery, or positioning.

+60%AI Citations (Gifting)

+35%Recommendation Accuracy

Ambient SystemsAnalytics

Store leaders could not see the revenue leak across CRM, POS, logistics, and finance.

Retail

A US furniture retailer needed daily decisions to come from one operating picture instead of four conflicting reports.

$1MAnnual Revenue Uplift

$440KCost Savings

Data EngineeringAmbient SystemsAnalytics

Solar leaders waited days for answers buried in five systems.

Energy

A solar infrastructure enterprise needed 40+ leaders to read operational performance without depending on analysts for every question.

2×ROI in Year 1

−3 daysDecision Turnaround

Ambient SystemsData EngineeringAnalytics

Quality teams spent their week preparing reports instead of controlling lots.

Agri & Food

An agri and food manufacturer needed SAP-heavy reporting and seed-lot quality checks to move before analyst capacity became the bottleneck.

50%Productivity Lift

−48 hrsWorkflow Turnaround

Ambient SystemsAutomationData Engineering

Plant leaders priced orders without seeing machine energy cost.

Construction

An EPC contractor needed asset productivity, order output, and energy draw tied to margin before another delayed order erased profit.

+5%Order Pricing Uplift

−10%Energy Operations

AnalyticsData EngineeringAmbient Systems

Featured

Machines kept stopping after shift change and repairs missed the root cause.

Manufacturing

A consumer products plant needed failure risk to surface before abrupt stoppages broke customer commitments.

−10%Unexpected Breakdowns

25% YoYTrend Reversed

Predictive MaintenanceAmbient SystemsData Engineering

Your operation has a question the platform could not answer.

Bring the workflow, the data constraints, and the number leadership already watches.

Bring us the hard question See how the lab works