Live5 floors reporting
Industrial · always-on
For distributors in MRO, fasteners, fluid power, process equipment

Always-on agents thatkeep your industrial floor turning.

Pinion is the AI-native sales layer for industrial equipment distributors. Agents watch installed equipment through IoT and ERP signals, ingest inbound RFQs, draft accurate quotes in seconds, track shipments end to end, and trigger reorder & service reminders before your customers ever pick up the phone. Your outside reps step in only to close the deal and nurture key accounts.

See the workflow
Pins intoNetSuite·SAP·Epicor·Salesforce·Akeneo·AWS IoT
Floor monitor · Plant 04
Agents online
RFQs in
142
+18 d/d
Quoted
128
7 mins
Alerts sent
11
24h
CMPS-A12Line 3 · AkronDrift · 0.04g
HYDR-208Cell 14 · TampaCycle 412k
VLV-091Cell 02 · PhoenixFilter at 88%
PNM-031Yard 1 · DenverPressure nominal
Reorder drafted · VLV-091 — Acme Mfg.
Sent to customer · awaiting PO · predicted pickup 36h
ERP events
Quote model
Customer reply

Why Pinion

Three loops your reps no longer have to babysit.

Always-on coverage across every channel that touches a deal.

24/7 RFQ intake

Inbound specs, drawings, and emails land in one queue — agents triage them as they arrive.

Quote drafting in seconds

Stock, contracted pricing, freight, and discounts composed in your house voice.

Predictive service reminders

Customers hear from you when their gear actually needs it — not when the rep remembers.

The loop

Five stages your reps no longer have to babysit.

Each stage runs as an autonomous agent that wakes on a signal, plays its role, logs evidence, and hands the next stage a clean handoff. A human is pulled in only on exception.

  1. 01

    Watch the floor

    Agents listen to your IoT telemetry and ERP events 24/7 — vibration drift, cycle counts, low stock, slow shipments — and triage every signal the moment it fires.

  2. 02

    Ingest the RFQ

    Inbound spec sheets, drawings, and emails hit your inbox and your portal. Pinion classifies the line items, matches them to your PIM, and pulls pricing history in under a minute.

  3. 03

    Draft an accurate quote

    An agent composes the quote using current stock, contracted pricing, freight, and discounts — written in your house voice, routed only to humans when an exception needs them.

  4. 04

    Track the shipment, end to end

    From pick to dock door to customer site, the agent follows the BOL and updates both sides, firefighting any dwell or exception before it becomes a phone call.

  5. 05

    Trigger the reorder, alert the shop

    Predictive service reminders reach the customer when their gear actually needs it, not when the rep remembers to call. Reorder drafts hit the inbox pre-quoted and pre-approved.

Outcomes

Numbers that show up on the P&L, not the dashboard.

Drawn from Pinion deployments with MRO and fluid-power distributors in late 2025 — every metric measured against the customer’s prior 90 days.

01
70%
Less time on an RFQ
minutes per quote, end to end
02
30%
Less unplanned downtime
on covered customer assets
03
90–95%
Confidence on alerts
predictive maintenance precision
04
24/7
Coverage, no headcount
sales operation scales with deal flow

Where it fits

Built for the segments being squeezed by labor shortages.

MRO

Maintenance, repair, operations

Thousands of SKUs, repeat customers, razor-thin margins. Pinion compresses the order cycle so inside sales can handle three times the quote volume without overtime.

Fasteners

Specialty & engineered fasteners

Material grade, plating, and certs drive the price. Agents encode your rules so 90% of quotes are right the first time — and the 10% that need a human are pre-flagged.

Fluid Power

Hoses, valves, pumps, cylinders

Field failures are urgent and field-engineered. Pinion pairs the customer’s equipment data with your catalog so the replacement ships before the breakdown spreads.

Process Equipment

Capital & process equipment

Long sales, multi-line BOMs, big commissions. Agents hold onto every spec and follow-up while your reps stay focused on the relationship and the close.

Plugs in

Reads your existing systems. Doesn’t replace them.

Pinion sits next to your ERP, CRM, and PIM — never in front. Agents inherit your pricing rules, your approvals, your customer hierarchies. No rip-and-replace, no data re-platforming.

Read/write to your ERP via native connectors + generic REST.
IoT ingest: MQTT, OPC UA, AWS IoT Core, custom webhooks.
Single-tenant deployment, your VPC or ours.
ERP
NetSuiteSAP Business OneEpicor KineticInfor Distribution
CRM
SalesforceHubSpot
PIM
AkeneoPimcore
IoT
AWS IoT CoreGeneric MQTTOPC UA
Carriers
FedEx · UPS · Estes
Don't see yours? We'll build the connector.+ any REST · SOAP · CSV

Get started

Scale your sales operation with deal flow — not payroll.

Send us your catalog, your ERP, and the three workflows eating most of your reps' time. We'll have a working pilot in your environment within two weeks.

pinion-10@polsia.appReplies within one business day.

Pilot · week 0 — 2

  • Day 1–3Connect your ERP, CRM, PIM. Read-only, zero risk.
  • Day 4–7Import 90 days of RFQs, quotes, shipments. Teach the model.
  • Day 8–10Agent 1 (quote drafting) goes live behind a human.
  • Day 11–14Measure, tune, hand off. You decide if it scales.
No procurement cycle. Pilot runs on a single email thread.