Key Takeaways:
Dealerships spend real money getting customers through the door, and then have almost no visibility into what happens once that conversation actually starts.
A recorded conversation turns a vague sense that something's off into a specific, coachable moment a manager can point to directly.
The fastest way to raise a team's performance is showing them a peer doing the exact same job better, not handing them another course they'll skim through.
Every dealership builds a playbook — a meet-and-greet process, a product walkthrough, a set of talk tracks for handling objections. Whether that playbook actually gets followed once a rep sits down with a customer stays almost impossible to know.
Mack Fell, AE at Siro, built his AI Show and Tell presentation around exactly that gap, walking through a platform that records and analyzes customer-facing conversations across sales, finance, and service. He presented at the AutoIndustry.AI Summit 2026, and the underlying problem he described applies to any dealership regardless of what tool ends up solving it.
The Gap Between the Playbook and the Conversation
A dealership can invest heavily in training, bring in outside talk-track coaches, and build a documented sales or F&I process from the ground up, and still have zero record of whether any of it shows up in an actual customer interaction. That gap creates a few specific problems:
No visibility into process adherence. A manager has no direct way to know if a rep is doing the meet-and-greet, walking through the overview, or handling objections the way the dealership actually trained them to.
No consistent coaching moment. Feedback tends to follow the outcome — a deal closed or a deal lost — well after the specific behaviors that actually drove it.
No easy way to replicate what works. A top performer's technique stays locked inside that one person's head, with no built-in path for the rest of the team to study and copy it.
Mac framed the fix simply: think of it as game film for sales, the same way an athlete studies footage to build up a specific weakness into a strength.
Scorecards: A 30,000-Foot View Before Ever Setting Foot on Site
Siro's scorecard feature gives a manager a full read on a dealership's conversations before walking in the door. A fully customizable menu tracks details like:
Which products get offered, and how often
Whether reps follow the trained talk tracks
Whether the meet-and-greet, overview, and deal review steps happen consistently
How well reps handle objections when they come up
Every dealership builds this scorecard around its own specific process, since no two stores run F&I or sales exactly the same way. The real value shows up once the AI layer distills that mass of data into a short, direct answer: tell a manager the three things a specific store needs to work on, turning a pile of numbers into a clear starting point.
The Film Room: Turning Data Into Specific Coaching Moments
Once a manager knows what needs work, Siro's film room provides direct access to every recorded conversation, filterable by bookmark, topic, or rep. That access does two things at once:
Surfaces the moments that need correction. A manager can jump straight to a specific pitch — say, a maintenance plan explanation — and leave a comment right where the coaching moment happened.
Surfaces the moments already working. Curated playlists highlight a dealership's own top performers handling a specific product or objection well, giving the rest of the team a concrete example to study.
That second piece matters as much as the first. Seeing a peer handle the exact same situation successfully tends to land harder than a general coaching note, turning improvement into something concrete and attainable.
Roleplay That Remembers Every Conversation
Siro's roleplay tool builds on the same recorded history to create individualized practice for each rep, targeting each person's specific gap based on their own recorded conversations in place of generic training modules everyone sits through regardless of relevance.
The session's live demo showed this directly. Pulling up a rep's earlier conversation with a customer named Cameron, the AI identified a clear strength — tying every product recommendation to Cameron's actual situation, from his commute to his parking setup — and then flagged a specific gap: a moment where the rep could have dug deeper into a mentioned pothole incident before pitching tire protection. The roleplay walked the rep through asking better follow-up questions in that exact scenario, building toward a stronger, more specific case for the product.
The same tool also recalled a follow-up task from that earlier conversation — a promise to circle back on service contract coverage — showing that the system retains not just what was said, but what still needs to happen next.
Compliance and Privacy Questions, Addressed Directly
Recording live, in-person conversations raises an obvious question around consent, and Siro's team addressed it directly during the Q&A. Two-party consent states require an explicit disclosure before recording begins, and Siro has built that disclosure into its process across its full customer base — including a significant concentration of dealerships in California, the state with the strictest compliance requirements. Across roughly 20,000 recorded in-person conversations in two-party consent states, Siro reports a 99.6% consent rate.
A few other operational details came up as well:
Manager access stays mobile-first. A voice-first chat feature lets a manager ask what a specific team needs to work on while moving between locations, without needing a dedicated login session to dig through data.
Dealership data stays separate. Best practices and coaching insights from one dealership group never transfer to another; each dealer's information stays fully contained to that dealership.
SOPs get built from evidence. For dealerships without fully documented processes, breaking down real recorded conversations helps identify what's actually driving results, giving a store a factual basis for building out its own standard operating procedures going forward.
The Bigger Picture
Whether or not a specific platform like Siro ends up in a dealership's toolkit, a few lessons apply broadly:
A playbook only works if someone can verify it's being followed. Training without a way to measure adherence tends to fade within a few weeks.
Specific coaching beats general coaching. Pointing to an exact moment in an exact conversation lands harder than a general note to "handle objections better."
Peer examples change behavior faster than instructions do. Watching a colleague succeed at the same task creates a model to copy, not just a standard to meet.
The goal is a sharper team, not a smaller one. The strongest use of this kind of AI focuses on making every person in the dealership better at their job.
