// Quarri for Operations

From reactive to strategic.

Move from spreadsheets and firefighting to live, connected performance data - on the field reports, ERPs, and shift data you already run.

Book a demo See what's inside
// In
  • Legacy ERPs & MES
  • Maintenance logs
  • Delivery reports
  • Field tickets & shift data
// Out
  • Live throughput & yield
  • Defect & downtime alerts
  • Site-level P&L
01 / 07
// Capabilities

Three buckets of work, on the systems your floor already runs.

A scan of what Quarri does for ops teams. Live demos of each, below.

01 Capture & Connect.
Maintenance logs· Delivery reports & bills of lading· Field tickets & weighbridge slips· Cross-system reconciliation (ERP · MES · SCADA)· Write-back to source systems
02 Optimise & Benchmark.
Inventory & lead-time analysis· Staffing optimisation (shift, demand, yield)· Input cost benchmarks (supplier rate cards, regional indices)· Industry-standard quality rates (defect, scrap, rework)
03 Monitor & Investigate.
Defect-rate alerts (line, shift, batch)· Profitability by service line, contract, asset· Project / order / shift drill-down· Live operational dashboards
02 / 07
// Why ops teams trust Quarri

Why operations can't trust LLMs.
Why they trust Quarri.

LLMs are flexible reasoners - but they hallucinate on data, can't be audited, and cost per call. Quarri is the deterministic layer beneath. KPIs always correct. Line, shift, and batch always traceable.

// The problem
LLM alone
  • Hallucinates on data
  • No audit trail
  • Per-token cost
  • Tiny context window
// The solution
Quarri.
  • Deterministic data layer
  • Traceable to line, shift, batch
  • Cents per workflow
  • TB-scale context
0
Hallucinations
on KPIs
100%
Drill-down to
source data
~99%
Cheaper than
pure LLM
99%+
Document parsing
accuracy
03 / 07
// In the wild

Capture & Connect.

Maintenance logs, bills of lading, delivery reports, field tickets - ingested, parsed, reconciled across ERP, MES, SCADA and beyond.

// Live demo

Automated ingestion of maintenance logs, bills of lading, delivery reports, and field tickets - reconciled to your operating system.

04 / 07
// Customer impact

Real numbers from real ops teams.

$15k+Payment errors caught
$300kAccounting error fixed
100+ hrsManual workflows automated
100M+Data points analysed
500+PDFs & images parsed
$150k+Margin discovered
99%+Scanning accuracy
05 / 07
// In the wild

Optimise & Benchmark.

Inventory and lead-time analysis. Staffing tuned to shift demand. Input costs and quality rates benchmarked against the market.

// Live demo

Inventory and lead-time segmented by SKU, supplier, region, or season - ask, drill, decide.

The Quarri integration has made me do more with AI in the past 6 weeks than I have in the past 6 months.
Head of Operations
Forestry & Milling Enterprise · North America
06 / 07
// In the wild

Monitor & Investigate.

Defect-rate alerts caught before they hit downstream. Service-line P&L visibility. Drill from KPI to project, order, or shift in seconds.

// Live demo

Defect-rate alerts triggered by line, shift, or batch - caught before they hit downstream.

07 / 07

Live in two weeks.

Bring your own messy data - we'll show you what runs faster.

Book a demo