A discovery brief from Enmovil for
Ryder × Transportation

Inside each tool, and across them.

RyderShare gives every party the same picture[7]. RyderGyde keeps the fleet in sync[8]. RyderShip orchestrates fulfillment. RyderView surfaces the customer view. Embedded AI inside each tool is on Ryder's published roadmap[3]. The cross-tool layer above isn't. The decision across the four — when one tool's signal needs another tool's action, autonomously, in one closed loop — is the layer we have a hypothesis on. Sixty to ninety minutes together. Three patterns to walk.

Caddie
supply-chain decisioning & orchestration · agentic execution across the stack
RyderSharevisibility · Turvo
RyderGydefleet · driver app
RyderShipfulfillment
RyderViewcustomer last-mile
Enmovil · supply-chain decisioning & orchestration

Where Caddie decides, surface by surface.

Enmovil is a supply-chain decisioning and orchestration platform. Caddie is the agent that takes a decision when an exception fires — reads every system, drafts the action, executes across all four. Here is the decision Caddie owns at each surface in your stack.

RyderShare Turvo, since 2020[22]

Real-time visibility, multi-party collaboration, exception surfacing across shippers, carriers, receivers. Single pane across multiple TMS / WMS.[7]

The decision Caddie owns hereWhen RyderShare flags a delay, Caddie proposes the re-sequence, the spot-replacement, and the customer note as one drafted action — your dispatcher one-taps.

RyderGyde Fleet manager + driver mobile[8]

All-in-one fleet workflow for managers and drivers. eDVIRs, IFTA, fuel logging, maintenance scheduling, roadside assistance.

The decision Caddie executes hereThe dispatch instruction into the cab. Caddie executes the approved decision through to the driver app so the cab knows the change without a phone call. RyderGyde owns the surface; Caddie owns the orchestration through it.

RyderShip E-commerce / omnichannel fulfillment

Fulfillment workflow built for digital-native shippers. Order management adjacent. Ecosystem integration with carrier and customer surfaces.

The decision Caddie reconciles hereFulfillment-side state with transport-side state, into one decision. Picks, packs, lanes, ETAs, customer view — one chain, not five. The reconciliation that is manual today, executed agentically by Caddie.

RyderView Last-mile customer experience

Customer-facing surface for last-mile. Self-scheduling, image-confirmed POD, BI / analytics, customer notifications.

The decision Caddie issues hereThe pre-emptive customer notification. The program manager sees status before they email — Caddie issues the update across RyderView and the customer's portal in one autonomous step.

Three patterns we keep seeing

Where the loop doesn't close itself.

Each one written as a hypothesis we would want to test against your data.

01

Pattern 01 · the reconciliation tax

When one inbound exception fires today, the dispatcher touches RyderShare for the re-sequence, the brokerage portal for the spot replacement, the customer system for the ETA update, a phone for the on-site coordinator. The keystrokes compound. The loop stays open until a human closes it.

Hypothesis (your data, not ours): the average cross-tool disruption today asks for north of 20 surface-touches across multiple platforms[16]. With an agent layer that reads, drafts, and writes back across the four tools, the dispatcher's decision count drops to less than 5. Tested against your lane in the working session.

02

Pattern 02 · the scorecard rhythm

The customer scorecard is the language of the relationship. When the program manager's view and your operations view stay in lockstep through every exception, the conversation stays about the work, not the gap. Pre-emptive notification — status to the customer before they ask — is the lever that holds that rhythm.

Hypothesis: on a typical Tech & Electronics customer-facing exception, the customer learns of resolution well after the operational team has already moved[14]. With Caddie issuing pre-emptive updates across RyderView and a closed reconciliation loop across RyderShare and brokerage, the customer sees status before they need to ask. The shape we would want to test on one of your accounts.

03

Pattern 03 · the layer above embedded AI

AI is being embedded inside each tool — RyderShare, RyderGyde, the Flex model, customer call centers[3]. Each tool, individually, gets smarter. The decision across the tools — read one tool's signal, take another tool's action, one autonomous chain, audit trail behind it — is the layer that hasn't shipped.

Hypothesis: embedded AI per product is necessary. The cross-tool agent layer is sufficient. Caddie's pattern — read everything, draft the cross-tool action, execute on approval — is what closes the loop. We'd rather you correct the hypothesis than nod at it.

What we'd actually deploy

What an agent layer actually does. Three moves.

All three are running in production. None on a 3PL stack. We would map them to a Ryder lane in the session.

01

Cross-system read.

Caddie consolidates a single shipment view across SAP, Excel, email, WhatsApp, transporter tools. Operator types a question; Caddie answers by reading every surface in one query.

For Ryder · across RyderShare + RyderGyde + brokerage portal + customer system, in one query.

02

Drafted decision · agentic execution.

When an exception fires, Caddie drafts the re-sequence or action. The dispatcher one-taps to execute, and Caddie executes the chain agentically across the downstream systems — with audit trail behind every action.

For Ryder · when RyderShare surfaces a delay, the dispatcher sees a sequencing draft alongside the alert. One tap, one autonomous chain across the stack, one trail.

03

Conversational query · system writeback.

Operator asks in plain English. Caddie pulls from the system of record, returns a decision, writes back on approval. End-to-end in 90 minutes at one global customer (40-min reports compressed to 5-6 min; 16-hour overnight forecast retired entirely).

For Ryder · same loop on RyderShare's Turvo-backed data model, with audit trail per agent action.

Three moves, in production today. We would want to walk what each becomes on a Ryder lane in week one.

The fence

What we'd never touch.

Cross-platform reconciliation, exception drafts, customer-PM notifications, audit trail, freight settlement — that's where we sit. The list below is the rest.

Never us

  • Driver-app and mobile fleet workflows. RyderGyde owns it.
  • TMS, WMS, OMS replacement. Yours stays.
  • Sub-minute autonomous dispatch. We draft. Your dispatcher decides.
  • 4PL replacement of your carrier mix. Above your carriers, never in place of them.
What we'd suggest to start with

Start with one lane, not the platform.

One lane you choose. One peak window. Sixty days. Caddie running above RyderShare and RyderGyde, with audit trail behind every action.

FIRST LANE
One Ryder lane you choose peak window measured against your scorecard
Caddie above RyderShare and RyderGyde. Sixty-day window. Cross-platform reconciliation drafts + dispatcher one-tap, pre-emptive customer notifications, audit trail behind every action. Success = measurable reduction in dispatcher surface-touches per disruption + customer-facing scorecard improvement on the chosen account.
No rip and replace. RyderShare stays. RyderGyde stays. Your TMS, your WMS, your brokerage stack — all stay. Caddie operates above them, in your dispatch language.
Proof-by-geometry

How we've helped a peer.

A global lead-logistics provider operating across 50+ countries. Same shape: a multi-customer 3PL with an agent layer above an existing visibility stack.

40%

Fewer client inquiries on disruptions.

30%

Faster exception resolution. 4-6 hours, down to under 2 hours.

24/7

Visibility across the carrier mix. Previously: business hours, reactive.

100%

Seamless TMS integration. No replacement, no migration.

"Enmovil's platform enables us to deliver true end-to-end visibility and control for our clients, transforming how we manage global logistics exceptions."

Director, Lead Logistics Solutions · global lead-logistics provider, 50+ countries
One peer, in a different operating context. The shape is what travels. Your numbers will be your numbers — measured against your customer scorecard, on your chosen lane, not ours.
For our session

Questions we'd explore together.

Four categories. Two questions each. Each one answerable with a number you have and we don't.

On the stack hand-off

  • When a single Tech & Electronics inbound exception fires, how many surfaces does your dispatcher touch from detection to closure, and how long does the loop actually stay open?
  • Of the surfaces in your stack — RyderShare, RyderGyde, brokerage portals, customer systems — which one drops the loop most often when the exception is cross-tool?

On the customer scorecard

  • What does your high-tech customer's program-manager view look like today, and where does the gap between operational signal and scorecard reality hurt the renewal?
  • If exception resolution moved from "after the chargeback" to "before the customer asks", which two metrics on their scorecard would move first?

On the high-tech book mix

  • Inside Technology & Electronics — consumer electronics, network infrastructure, semiconductors — which sub-vertical is growing fastest at Ryder right now, and which one is most under-served by the existing tech stack?
  • Where would a second proof point land more meaningfully for your team — the next account of the same kind, or a different sub-vertical entirely?

On the agent-layer hypothesis

  • The embedded-AI work happening inside each tool today — where is it landing first, and where would a cross-tool agent layer slot in, additive rather than parallel?
  • What would your dispatcher need to see in week one of an agent-layer first lane to feel the layer is genuinely earning its place — and not just another dashboard?
Who's building this

Enmovil · the technology thought partner for autonomous supply chains.

One AI-native platform. Demand sensing, inventory, dispatch, execution, freight settlement, sustainability reporting. All on one intelligence layer that sits above the systems you already own.

Under orchestration
~100K
Trucks per day across the customer base
Daily ETA accuracy
99%
Road, rail, ocean, air
Forecast accuracy
97%
Demand sensing on deployed customers
Logistics cost savings
8 to 15%
Measured across deployments
Integration
3 to 4wks
On existing SAP, Oracle, TMS, WMS. No migration.
Deployed at
Dispatch Planning
Multimodal Logistics
Multimodal Orchestration
Dispatch Planning
Fleet Management
Logistics Orchestration
Logistics Resilience
Inventory Management
Freight Settlement
Dispatch Planning
Transport Management
Export Planning
Runs under GDPR and SOC 2. Data ingestion via API, EDI, or bulk upload. Enterprise SSO. Deploys over existing SAP ECC 6.0 and above.
For our session

One existing stack. One agent layer above it. Sixty to ninety minutes together, used well.

Three things we'd want to land in our session.

01

One lane walked

One Tech & Electronics lane you choose, hour by hour. What the dispatcher sees in week one, what the customer's program manager sees in week two, what the audit trail looks like at week four.

02

A stack read

Where Caddie plugs in across RyderShare, RyderGyde, RyderShip, RyderView, and the brokerage stack. No rip and replace. Honest scoping on the integration months, not weeks.

03

A co-drafted hypothesis

One page, your team and ours. Where the first lane lands, what success earns the next account, and what "no fit" looks like — written by both of us before we leave the room.

Three questions we'd love to discuss

Of the Tech & Electronics lanes your team runs, which one would you want to test the agent-layer hypothesis on first?

Where does the cross-tool gap hurt your team most today?

For our session on the agent-layer hypothesis to reach a real verdict, who else should join?

Predict.Plan.Execute.
Not a pitch. A working session. globalsales@enmovil.in enmovil.ai

Reference · the full surface in one view

For your IT and procurement counterparts. The capability, integration, and governance surface in one panel.

Capability surface

Read

  • Cross-system shipment view across SAP, TMS, WMS, carrier portals
  • Real-time exception ingestion from upstream visibility platforms
  • Forecast & demand-signal intake
  • Customer-side scorecard signal ingestion
  • Conversational query into systems of record

Draft

  • Re-sequencing drafts across lanes & gates
  • Dispatch action proposals · one-tap approval
  • Cross-tool reconciliation drafts
  • Pre-emptive customer-PM notifications
  • Freight audit & settlement reconciliation

Write back

  • Action writeback to systems of record on dispatcher approval
  • Audit-grade trail per agent decision
  • Multi-system state sync across the four surfaces
  • Customer-facing notification dispatch
  • ePOD, document download, scorecard export

Connectors & integration

  • Visibility RyderShare-class · Turvo · FourKites · project44
  • Fleet RyderGyde-class · Samsara · Geotab · Omnitracs
  • ERP SAP S/4HANA · SAP ECC · Oracle · MS Dynamics · JD Edwards
  • Ops WMS · TMS · brokerage · drayage
  • Interfaces REST · GraphQL · webhooks · pluggable optimisers
  • Data exchange EDI 856 · 810 · 214 · API · bulk upload
  • Identity Enterprise SSO · SAML · SCIM

Governance & data

  • Compliance ISO 27001 · SOC 2 Type II · GDPR
  • Residency regional data residency · tenancy isolation
  • PII discovery · minimisation · masking / tokenisation · DLP
  • Audit immutable action logs · approval lineage · audit-grade exports
  • Retention configurable retention rules per data class