AI that upgrades the whole company
without building an internal AI team.
OEM
OEM networks lose money every day the field doesn't execute what corporate designed.
The challenge is never the strategy. It is the three layers between the strategy and the customer. OEM sets direction. Regional teams interpret it. Dealers do whatever they were already doing. By the time corporate finds out what actually landed, the quarter is over and the damage is done.
We fix that by going inside the network. We standardize the processes that have to be consistent across all three tiers. We deploy voice-first AI that dealer staff and regional teams actually use because it meets them inside their existing workflow, not on another screen they have to remember to check. OEM leadership gets real visibility into program adoption, dealer performance, and field conditions. Not survey data. Not self-reported compliance. What is actually happening.
When one dealer finds something that works, the whole network learns. When a program is failing to land, leadership sees it in days and can adjust before it costs another quarter. The network stops operating on lag and starts operating on signal.
5–10% revenue uplift
Why this matters for the entire OEM
When execution tightens across the channel, you feel it everywhere. Programs land faster. Dealer performance gets more consistent. Escalations drop. Customer experience stops varying wildly by region. And none of it requires adding corporate headcount or another reporting layer on top of what already isn't working.
The core problem: why OEM networks stay stuck
Most AI gets deployed inside one function or one region. It creates an isolated win and changes nothing about how the network actually operates. The channel still runs on fragmented communication. Corporate launches programs. Regions interpret them differently. Dealers execute inconsistently. Feedback arrives late, distorted, or not at all. The result is variance that nobody can see clearly enough to fix until the quarter is already lost.
Why foundation first is the OEM unlock
The answer is not smarter tools at one layer. It is connecting all three layers so direction travels down clearly and signal travels back up honestly. We standardize how OEM leadership, regional teams, field enablement, customer support, training, and dealer operations actually communicate and hand off work. Then we deploy voice-first AI on top of that foundation so every role gets guidance specific to their job, not another PDF, and leadership gets real field signal, not quarterly summaries of what already went wrong. That is what turns a channel from fragmented to compounding.
3× more likely to report meaningful financial returns
OEM Leadership
What improves: network-wide visibility, program adoption, dealer performance control, and channel health
What gets faster: prioritization, decision cycles, identification of what’s working (and where), and corrective actions
What becomes consistent: standards, accountability, and execution across the entire channel
OEM impact: Clear, comparable performance signals across regions and dealers so you can scale what works and fix what doesn’t without guesswork.
Distributor/Region impact: Fewer conflicting directives and clearer priorities, translated into executable actions for the network.
Dealer/Location impact: Less confusion and fewer moving targets because direction arrives as role-level guidance, not corporate PDFs.
*OEM leaders don’t win by piloting AI in one region or one function. Returns show up when you can standardize execution across the channel: one set of rules, one way programs get translated into role-level action, and one comparable signal system across dealers/regions. That’s exactly what “strong AI foundations” enable.
50% increase in net sales per rep
Dealer Development field Enablement
What improves: coaching effectiveness, compliance, dealer capability, and cross-territory consistency
What gets faster: escalations, issue resolution, rollout of process changes, and feedback loops from the field
What becomes consistent: how dealers are guided, measured, and improved week to week
OEM impact: Field teams become force multipliers; enablement is standardized and scalable, not personality-dependent.
Regional impact: Better coaching cadence and dealer accountability with less manual coordination.
Dealer impact: Practical guidance that can be used the same day, tied to real situations and roles.
*Dealer development lives or dies on scalable coaching. When coaching becomes consistent and role-level (what to say, what to offer, what to do next), field enablement stops being “who your rep is” and becomes a repeatable system dealers can actually run—driving better execution and measurable sales lift.
+34% more issues resolved per hour
Customer Care
Technical Support
What improves: brand experience consistency, triage quality, first-contact resolution, and customer satisfaction
What gets faster: answers, troubleshooting, call handling, and new-agent ramp
What becomes consistent: scripts, escalation paths, and service recovery across the network
OEM impact: One brand voice and one support playbook without increasing overhead.
Regional impact: Fewer preventable escalations and cleaner routing across the territory.
Dealer impact: Better appointments and cleaner handoffs to the service team, less rework and fewer missed expectations.
*That productivity lift comes from instant answers and real-time guidance, which speeds scheduling changes and board decisions, reduces dropped balls, and makes scripts, SOPs, and handoffs consistent across every call.
+40% higher quality execution
Regional Leadership
What improves: territory execution, dealer accountability, and performance lift across the region
What gets faster: program adoption, conflict resolution, staffing/schedule adjustments, and blocker removal
What becomes consistent: operating rhythm, coaching cadence, and follow-through across dealers
OEM impact: Regions become predictable engines of execution instead of uneven pockets of performance.
Regional impact: Less time translating OEM strategy and more time driving dealer outcomes.
Dealer impact: Faster support, clearer expectations, and fewer last-minute surprises.
*Regional leaders win on consistency and quality across distributors and dealers. When direction is translated into role-level guidance (instead of PDFs) and shared context moves across the region, execution quality rises, variance drops, and you get cleaner performance signals to scale what works and correct what doesn’t.
+12.2% more output
Dealer Leadership
What improves: day-to-day execution, team accountability, and local profitability
What gets faster: prioritization, scheduling changes, escalation handling, and operational fixes
What becomes consistent: service standards, coaching, and execution quality inside the branch
OEM impact: Dealers run a repeatable operating model that’s easier to support and improve network-wide.
Regional impact: Performance conversations get simpler because inputs and KPIs are standardized.
Dealer impact: Managers spend less time chasing information and more time driving results.
*Dealer leaders win on consistent execution across the whole location (service, sales, parts, office). When role-level agents support managers and frontline teams in the flow of work, you get more throughput from the same headcount, fewer misses in handoffs, and standards that actually show up on every job—without adding meetings or policing.
30%+ improvement in win rates
Sales and Service Field teams
What improves: on-site execution quality, conversion, customer trust, and brand-aligned delivery
What gets faster: notes, updates, quoting/support materials, warranty steps, and handoffs back to the office
What becomes consistent: talk tracks, offer presentation, service standards, and compliance behaviors
OEM impact: Standards show up where they matter, in the customer experience, without policing.
Regional impact: Fewer variance-driven issues and fewer avoidable escalations across dealers.
Dealer impact: Reps and techs get confident, consistent guidance in the moment.
*When reps/techs get in-the-moment, role-specific guidance (talk track, options, objections, financing/membership mentions) and the admin work (notes, job updates, next actions, office handoff) happens automatically in the flow, you get more consistent close-out standards on every visit, which lifts close rate, ticket size, and membership conversion.
Up to 50% faster campaign time-to-market
Co-op
Marketing
What improves: campaign adoption, offer integrity, message consistency, and local execution quality
What gets faster: launch-to-field execution and feedback-to-optimization from dealers
What becomes consistent: how campaigns translate into scripts, offers, and behaviors at the dealer level
OEM impact: Campaigns stop dying at the last mile because execution becomes role-ready and measurable.
Regional impact: Co-op becomes easier to manage because assets, standards, and reporting align.
Dealer impact: Teams know exactly how to run the program, what to say, what to offer, and what to do next.
*Faster turnaround means campaigns can be packaged into field-ready scripts, offers, and next steps and pushed to locations sooner, shortening the loop from launch to real execution and speeding feedback-to-optimization.
New hires with in 2 months’ performed as well as agents with 6+ months’ tenure
Training Certification
onboarding
What improves: onboarding quality, training consistency, certification outcomes, and retention across the network
What gets faster: hiring workflow, ramp time, field readiness, and manager coaching support
What becomes consistent: expectations, training paths, and performance coaching across dealers
OEM impact: Faster, more consistent enablement with less variance in capability across the channel.
Regional impact: Training is reinforced daily, not just during scheduled sessions, reducing backsliding.
Dealer impact: New hires ramp with clarity and managers get reinforcement without extra hours.
*When guidance and standards are delivered in the moment (not in a binder or a one-time class), people learn while doing the work. That drives more consistent onboarding, faster competency, and repeatable coaching across teams and locations.
Nearly 50% faster identification of systemic field issues with 15% lower warranty costs
incentives warranty
performance reporting
What improves: unit economics visibility, incentive effectiveness, warranty cost control, and benchmarking
What gets faster: consolidating reporting, spotting outliers, claim cycles, and corrective action loops
What becomes consistent: clean inputs, standardized reporting, and documentation so corporate isn’t chasing the field
OEM impact: Better channel decisions with fewer surprises based on comparable, timely performance and cost signals.
Regional impact: Less administrative drag and clearer targets with faster exception handling.
Dealer impact: Less paperwork churn, fewer rejected claims, and clearer performance expectations.
*When dealer claims and performance signals are standardized and analyzed continuously, you spot outliers earlier, validate warranty/incentive patterns faster, and push corrective actions before costs balloon or programs get gamed, so reporting becomes proactive instead of reactive.