05 Auto service groups

The operating layer for an auto service group.

Manufacturer warranty agreements, parts core-charge recovery and technician certifications, read together each morning and ranked by what is recoverable.

The whole stack, whatever you run it on

Every system sees its corner. Cintrel reads across all of them.

Each system is blind to the others, so the expensive misses hide in the gaps between them. Cintrel reads by category, not by vendor, so swapping a tool is a config change rather than a rebuild.

Shop managementrepair orders, baysManufacturer warrantyclaims, windows, statusParts & inventoryparts, cores owedSchedulingbooked bays, techniciansAccountingQuickBooks, Sage
What the pack computes

The same patterns, wearing this industry's nouns.

Warranty claim windows

The private-law pack, pointed at manufacturer agreements: each claim window as a dated obligation rather than a policy PDF.

Parts core-charge recovery

Cores owed and cores returned reconciled per period, with the recoverable amount priced.

Technician certifications against booked bays

Expiry checked against the booked schedule, so a lapsed certification surfaces before the job is assigned.

One engine underneath

Every vertical runs the same codebase, the same schema and the same caps. What changes is the rule pack and the noun map. The engine proposes and does not execute: every suggestion carries its evidence, confidence is capped in the schema, and a cycle with no resolvable evidence is refused rather than filled in. The detail on security, data handling and continuity is on the trust page.