Exhibit F · Technical AnnexTechnical Annex

ServiceTrackr

Shop management software built, deployed, and run across automotive and powersports dealers in Texas.

PRODUCT · SERVICETRACKR · 2014 – PRESENT

70%
Cycle time reduction100 days to 30, average
150+
Active ROs managedPeak concurrent throughput
3
Dealer deploymentsAuto and powersports
Technicians working on a Jeep Wrangler chassis and body during an upfit build at Starwood MotorsFile photo Starwood Motors, 2014

Problem

Specialty dealers were running blind

Dealer visibility

High-complexity builds, custom upfits, Kevlar coating, suspension lifts, audio installs, do not fit standard DMS workflows. Off-the-shelf shop management software was built for straightforward service lanes, not multi-stage pipelines spanning weeks or months.

The result: no real-time visibility into job status, no accountability by stage, and no reliable data to manage profitability or technician throughput.

R.O. Writer and DealerSocket serve high-volume franchise lanes: oil changes, warranty work, standard repairs. Neither has a native concept of a multi-week build pipeline or an upfit-specific stage. Whiteboards filled the gap, so status was only as current as whoever last walked the floor.


Method

A pipeline-first shop management system

V1 2014 · V2 on GCP

ServiceTrackr treats an automotive build as a pipeline, not a ticket. Each vehicle moves through defined stages, each stage has an owner, and management can see where every repair order sits in real time.

He built the first version in 2014 for Starwood Motors, purpose-built for high-complexity upfit work. The second version was rebuilt on Google Cloud with broader repair capability, extending from specialty upfits to standard service and deploying across Starwood Powersports and Reserve Customs.

Stage
Intake, RO creation, VIN assignment, job classification.
Parts
Parts ordered, sourced, and staged for the build.
Build
Active build: Kevlar, suspension, engine, audio, assembly.
QC
Quality control inspection and sign-off.
Alignment
Final alignment, test drive, delivery prep.
Completed
Delivered. RO closed. Job data captured for P&L.

Capabilities shipped, V1 + V2


Deployments

Three dealers, two codebases, one system

2014 – Present

DealerTypeVersionFocus
Starwood MotorsAutomotiveV1 · 2014Custom Jeep and truck upfits: Kevlar, suspension, audio, specialty builds
Starwood PowersportsPowersportsV1 · 2014Same system adapted for powersports service and upfit work
Reserve CustomsAutomotiveV2 · GCPLuxury and performance customization plus standard repair service

Instruments

Built to run production shops, not demos

Detected in V1 and V2

Google CloudKanban Build BoardRO EngineVIN Data ModelStage LogicGNU GPL v2

Findings

Cycle time cut 70 percent. Margin, visible.

Verified against 100-day baseline

Average repair order cycle time dropped from over 100 days to roughly 30, a 70 percent reduction, after ServiceTrackr went live. Stage-level tracking surfaced where jobs stalled, so managers could step in before a delay reached delivery.

At peak, more than 150 active repair orders ran concurrently with a live picture of shop capacity. For the first time, profit and loss could be read at the job level, showing which build types and technicians drove margin and which eroded it.

Finding70% cycle time reduction · 150+ concurrent ROs at peak

Distribution

Sold through trust, not a pipeline

100% referral

ServiceTrackr was never marketed in the traditional sense. Every deployment came through the dealer network, word of mouth between operators who trusted each other's judgment. A shop owner adopts new software because someone they respect vouched for it, not because of an ad.

Each new deployment was evaluated on fit, not volume. Solo-operated software, one person handling build, training, support, and maintenance, can only scale as far as the relationship allows.

Acquisition

100% referral. Dealer-to-dealer relationships inside the Texas automotive and powersports network.

Model

Internal tooling at Starwood. Cloud-hosted with a maintenance contract at Reserve Customs.

Retention

Every dealer that deployed ServiceTrackr expanded usage and asked for more. Zero churn.

He owned every function a SaaS company would split across four teams: product, onboarding, training, and support. Running a lean, high-retention product for specialty operators taught him what shop owners value, and what makes them dismiss software that does not speak their language.

Analysis

What a decade on the floor teaches about selling to it

Buyer empathy

The shop management market, Tekmetric, Shopmonkey, AutoLeap, Mitchell1, R.O. Writer, sells the same promise: visibility, less friction, a more profitable shop. Technical difference matters less than most vendors think. What moves a shop owner is whether the product understands their pain and whether they trust who is selling it.

Building the product, training the users, and answering the support tickets taught him where owners disengage, what language lands, and what objections surface mid-shift. That is buyer empathy a marketing brief cannot substitute for.

ServiceTrackr © 2014 Anooj Thakker. GNU General Public License v2.


Timeline

From first deploy to multi-dealer scale

2014 – Present

  1. 2014

    V1: Starwood Motors

    Starwood Motors · Texas

    Purpose-built pipeline UI and RO engine for specialty upfit and complex build stages.

  2. 2014

    Starwood Powersports

    Starwood Powersports · Texas

    Same operational model extended to powersports service and upfit workflows.

  3. V2 · GCP

    Reserve Customs

    Reserve Customs · Texas

    Cloud rebuild with broader repair capability: luxury and performance customization plus standard service lanes.