LinoScore — AI applications by Linos Consulting← Linos Consulting
LINOSCORE
AI ERP Applications
LIVEFor metal & glass shopsIntegrates with Linos Sales + FulfillAI: Claude Opus 4.7NEW: Estimator AIAdmin & RBAC

Linos CPQ.
Configure · Price · Quote — built for the shop floor.

Configurable templates for railings, fences, gates, sheet metal, shower doors, glass panels, mirrors, and IGUs. Real-time pricing with margin floor protection. Approval workflow. PDF + e-sign. Pulls customers from Linos Sales (CRM); pushes accepted quotes to Linos Fulfill (order-to-cash) — or to QuickBooks if that’s your billing.

Replaces Excel-based estimators. Mobile-first. Integrates with QuickBooks for shops without Linos Fulfill.
The problem

Six things that break in small-shop quoting.

Custom fabricators sell complex configurable products with industry-specific pricing rules. Today most of them quote in Excel and re-key into QuickBooks. Six recurring failure modes:

Excel estimators that only one person understands

Pricing logic in cell W42, formulas drift, no audit trail. New rep can't use it without three weeks of training.

Discount approval is a group text

Rep texts the owner asking for 8% off. Owner is on a job site, doesn't respond. Quote sits. Customer goes elsewhere.

Re-keying the quote into QuickBooks

Accepted quote gets typed into the accounting system manually. Dimensions get lost. Wrong glass thickness ordered.

No mobile path on a job site

Rep measures the railing, drives back to the office, opens Excel, builds a quote, emails PDF. 4 hours later.

Margin invisibility

Reps don't know if a 12% discount kills the margin or just trims it. Owner finds out after the job is done.

No follow-up

Sent quotes go cold. Nobody pings the customer. Lost sales no one tracks.

Built-in templates

Twelve product templates, ready out of the box.

Each template has the inputs your reps already ask about — dimensions, finish, infill, hardware. The pricing engine combines material rates + labor + finish + customer tier + quantity breaks + margin floor in real time.

METAL

Aluminum Railing

Top-rail with cable / glass / picket infill

METAL

Steel/Iron Fence

Welded picket fence, ornamental

METAL

Custom Gate

Pedestrian / driveway / sliding, optional automation

METAL

Sheet Metal Cut

Cut-to-size with hole pattern

METAL

Powder-Coated Frame

Brackets, racks, signage frames

GLASS

Frameless Shower Door

Single + return panel, custom hinges

GLASS

Glass Railing Infill

Tempered panels, polished edges

GLASS

Mirror Cut

Wall mirror, beveled / polished edge

GLASS

Glass Table Top

Round, oval, racetrack, rectangle

GLASS

Insulated Glass Unit

Window IGU with Low-E and tinting

HARDWARE

Standoff & Bracket Pack

For glass railings + balustrades

HARDWARE

Hinge & Handle Pack

Door hardware kit, weight-rated

Pricing engine

Real-time price. Real-time margin. Floor enforced.

Every line item runs through a six-step pricing waterfall — visible to the rep, audit-logged for finance.

1. Material

Area × thickness × material rate × waste factor. Different rates per material grade.

2. Labor

Setup + per cut + per bend + per weld + per hole + per linear ft, at hourly rates per skill.

3. Finish

Powder-coat / anodize / galvanize per sq ft + edge finish per linear ft.

4. Hardware

Hinges / standoffs / handles / motors as line components.

5. Discounts

Quantity break + customer tier (contractor/volume) + rep discretionary, applied in order.

6. Margin floor

Per-product floor enforced. Below-floor blocked or escalated.

AI in the rep’s pocket

Estimator AI — quoting that learns from your shop’s history.

Most CPQ tools give you one number from a formula. Linos Estimator AI gives you a price band, the comparable past jobs that justify it, a labor reality check against your historical actuals, complexity factors auto-detected from inputs, and material rate freshness flags so stale costs don’t silently eat margin.

NEW

Confidence band, not a point

Returns P15 / engine point / P85 calibrated from your closed quotes. The band is tight when you have history, wide when you don't — telling you how much to trust the number.

NEW

Comparable jobs surfaced

Top 3 most-similar past quotes shown side-by-side: estimated, final, actual cost, hours-estimated → hours-actual, won/lost. The pattern is visible at a glance.

NEW

Labor reality check

Formula says 9h install. Your last 5 similar jobs averaged 11.8h. Recommends a buffer — or, if you're consistently under, tells you you can compete tighter.

NEW

Complexity factor detection

Auto-detects automation kits, oversized panels, heavy-gauge glass, low-iron upgrades, driveway gates, large discounts — each adds a calibrated % uplift with rationale.

NEW

Material rate freshness

Flags FRESH / STALE / VOLATILE per material. Aluminum spot index up 6% since rate was set 14d ago? You see it before you quote, not after the job ships.

Photo → config

Rep snaps a railing on a job site. Claude estimates length, height, infill, finish. Pre-fills the configurator. 30 seconds vs. 15-minute measurement.

Quote-from-text

Rep types or speaks: "45 ft aluminum railing, 42 in tall, glass infill, black powder coat" — AI pre-fills the configuration.

Margin advisor

Flags lines below the floor or within 5% of it. Suggests specific actions: drop discount X%, switch finish, raise quantity.

Win-rate predictor

Given price, customer tier, discount, and product family, estimates probability of close. Stops over-discounting cold.

Follow-up drafter

Quote sent, no response. AI drafts a friendly day-3 / day-7 check-in referencing the specific configuration.

Fallback always works

Without an API key, deterministic heuristics keep all features functional on cached data. Quality drops, not features.

Admin & RBAC

Configure fields per module. Six roles out of the box.

Your shop’s fields aren’t our fields. Add a Project name to quotes, a Credit limit to customers, a Regional surcharge % to pricing — without a developer, without a release. Every change is gated by role and recorded in the audit log.

FIELD CONFIG

Built-in + custom, by module

Catalog, Customers, Quotes, and Pricing each expose their built-in fields plus admin-added custom fields. 9 field types: TEXT, NUMBER, CURRENCY, PERCENT, DIMENSION, CHOICE, BOOLEAN, DATE, TEXTAREA.

6 ROLES SHIPPED

Owner · Shop Admin · Sales Manager · Sales Rep · Production · Read-Only

Built-in roles cover every common shop org structure. Granular permissions per module: read, write, fields:create, fields:edit, fields:delete. Custom roles addable.

RECORD-SCOPED

“Self” vs “all” on each grant

Sales reps can edit their own quotes, not their colleagues’. Sales managers see everyone. Production sees accepted only. The matrix is visible end-to-end — no hidden permission magic.

Integration

The middle layer between Sales and Fulfill.

CPQ doesn’t replace your CRM or your billing system — it sits between them and handles the configurable-product complexity neither of them does well.

PULLS FROM

Linos Sales (CRM)

Customer + opportunity + contact data flows in. Rep clicks “Generate Quote” on an opportunity → CPQ opens with context pre-filled.

PUSHES TO

Linos Fulfill

Won quote → production job created with cut sheet + BOM. Job scheduled, invoiced, shipped, paid.

OR ALTERNATIVELY

QuickBooks

Don’t use Linos Fulfill? CPQ pushes invoices directly to QuickBooks Online. Same connector pattern.

How to buy

Three commercial paths.

CPQ is licensable standalone, alongside Sales (CRM) only, or as part of the full Field Sales Suite for Manufacturers.

Per-rep monthly

CPQ standalone

You have your own CRM and use QuickBooks for billing. CPQ replaces your Excel estimator and ties to QBO directly.

Bundle

CPQ + Sales

CPQ + Linos Sales as a CRM. Customer + opportunity flow stays inside Linos. QuickBooks for billing.

Suite — recommended

Full Field Sales Suite

Sales (CRM) + CPQ + Fulfill (order-to-cash). End-to-end on Linos. No separate accounting needed.

See it on your shop’s products.

Demo loads with 12 templates (5 metal, 5 glass, 2 hardware), 10 customers, 6 reps, and 10 sample quotes across all stages. Configure a railing, see the price + margin in real time, push it through the approval flow.