Data & Reporting · Field Service Businesses

Your CRM Has
The Answers.
Let's Find Them.

I help small field service businesses turn their data into decisions, fill the gaps in their digital workflow, and build a web presence worth sending people to — without hiring a data team, a software agency, or a web firm that's never touched a job site.

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The Problem

You Have Data.
You Just Can't Use It.

Most field service businesses are sitting on years of CRM data, estimate records, and job history — and getting almost nothing out of it. Not because the data isn't there. Because nobody has made sense of it yet.

The owner is pulling numbers manually. The office manager is building the same spreadsheet every month. Sales reps have no idea where they stand until the quarter ends. Sound familiar?

  • CRM data that doesn't match your estimate system
  • Win rates you've never actually calculated correctly
  • $0 values sitting in your pipeline because nobody synced the estimate
  • Reports that take half a day to build and are outdated by Friday
  • Decisions made on gut feel because the real numbers are too hard to pull
  • "Duplicate Lead" losses inflating your loss rate and nobody noticed
"I can get you a report, but it'll take me until Thursday and I'll need to pull it from three different places."
— Every office manager at a field service company, every week
Average data sources a small field service company pulls reports from manually
0
Full-time analysts at most companies under 75 employees
$120K
Annual cost of a junior data analyst hire — before benefits
1
Person you need to call instead
Background

I've Been Inside
Your Business.

I'm Cole Wichman. I'm not a consultant who learned about field service from a case study. I'm a data analyst who built his skillset inside a tree service company — joining CRM data with a proprietary estimate system, cleaning years of messy records, and producing reports that owners and investors actually use to make decisions.

Before that, I spent a decade working in and around the operational side of businesses — call centers, HR software consulting, financial services, field service lead generation — which means I know what it looks like when data is being ignored, and I know what changes when it isn't.

I don't hand you a PowerPoint and disappear. I figure out what numbers actually matter to your business, build the infrastructure to track them reliably, and make sure someone in your company knows how to read them.

  • Iron Tree Service — Beverly, MAMarketing & Sales Data Analyst. Built multi-year reporting infrastructure, historical backlog snapshots, CRM data pipelines, and stakeholder-facing dashboards from scratch.
  • Paycom Payroll — Oklahoma City, OKSoftware Consultant for 70+ business clients. Configured complex HR systems, resolved data integrity issues, trained teams on reporting and workflow optimization.
  • FPL Energy Services — Palm Beach, FLField service lead generation and reporting. Generated Excel reports for management, managed multiple lead sources across HVAC, plumbing, and electrical verticals.
  • Verizon Wireless — Real-Time AnalystWorkforce analytics for a 300+ agent call center. Managed live data systems and staffing decisions under production conditions.
Services

Data. Software.
Web. All of It.

Three capability areas, one person who understands your business end-to-end. Most clients start with reporting and expand from there as they realize how many other gaps I can fill.

── Reporting & Analytics
Tier 01
Data Audit & Starter Dashboard
$750 – $1,500
Flat rate · One-time engagement

Your starting point. I assess your CRM setup, clean your data, define the metrics that actually matter for your business, and deliver a core reporting dashboard your team can use immediately.

  • CRM data audit and quality assessment
  • Correct win/loss rate calculation
  • Pipeline health snapshot
  • One custom sales performance report
  • Recommendations document
Tier 03
Project Engagements
$1,500 – $4,000
Per project · Scoped individually

For bigger lifts. CRM migrations, historical data imports, custom multi-tab report builds, team performance tracking systems, or anything that needs a defined scope and a deadline.

  • CRM migrations and data imports
  • Historical data backfill and cleanup
  • Custom multi-tab reporting systems
  • Cross-system data integration
  • Team performance dashboards
Custom Software

When Off-the-Shelf
Leaves a Gap.

Your Workflow Has Holes. Most Software Doesn't Fill Them.

Jobber handles scheduling. Your CRM handles leads. QuickBooks handles invoices. But nobody handles the space between them — the manual steps, the data entry, the spreadsheet someone builds every week because the software doesn't quite do what you need.

I build lightweight, purpose-built tools that fill those gaps. Not enterprise software. Not a six-month development project. Practical web applications designed around the actual way your business operates — built by someone who has worked inside a field service company and seen exactly where the friction is.

Real Example

A regional tree service company needed a way to track weekly job backlog, forecast scheduling capacity, and give management a live view of where the pipeline stood — something their off-the-shelf CRM and scheduling tools couldn't produce. I built a production web application with user authentication, automated weekly snapshots, historical trend reporting, and a scheduling interface tailored to their crew structure. It's been running in production and replaced a process that previously required two hours of manual spreadsheet work every week.

  • 01
    Workflow Gap Analysis
    Before building anything, I map your current process end-to-end to identify where time and data are actually being lost. Most businesses are surprised how small the fix needs to be.
  • 02
    Internal Tools & Dashboards
    Custom web applications your team actually uses — scheduling tools, backlog trackers, dispatch dashboards, performance reporting portals. Built for your process, not a generic use case.
  • 03
    CRM & Software Integration
    Connect your tools so data stops living in silos. If your estimate software and your job management system don't talk to each other, I can build the bridge.
  • 04
    Automation & Reporting Pipelines
    Recurring reports that run themselves, automated data snapshots, scheduled exports and alerts — so the information that matters gets to the right person without anyone having to pull it manually.
Discovery & Scoping
Free
We map your workflow, identify the gap, and agree on scope before any money changes hands.
Small Tools & Automations
$1,500 – $4,000
Single-purpose internal tools, automated pipelines, lightweight integrations between existing platforms.
Production Web Applications
$4,000 – $12,000
Full-featured tools with user auth, database persistence, and ongoing support. Scoped and priced per project after discovery.
Ongoing Support & Iteration
$300 – $600 / mo
Maintenance, updates, and feature additions after launch. Optional but recommended for production apps.
Web Presence

A Website That Works
as Hard as You Do.

Most field service companies have one of two website problems: they don't have one worth sending people to, or they're paying a marketing agency $300/month to maintain something they could never update themselves.

I build clean, fast, professional websites for field service businesses — the kind that actually convert when someone clicks a Google ad at 7pm because their tree is on their fence. No bloated CMS, no template builder, no ongoing subscription you don't control.

And because I understand your data and your operations, I can integrate lead capture directly into your CRM workflow from day one — so every form submission lands exactly where it needs to go.

I'm not a design agency. If you need a brand identity built from scratch or a full creative campaign, that's not me. What I build is clean, functional, fast, and industry-appropriate — and it won't embarrass you when a commercial property manager pulls it up on their phone.
01
New Site Build
$1,200 – $3,000
Clean, mobile-first website built from scratch. Includes up to 6 pages, contact/quote form with CRM integration, and one round of revisions.
02
Site Refresh
$500 – $1,200
You've got a site but it's slow, dated, or won't convert. I modernize the design, fix the structure, and make sure it loads fast on mobile.
03
CRM Lead Integration
$300 – $800
Every form submission on your site goes directly into your CRM as a new lead — tagged, assigned, and ready for follow-up. No manual entry.
04
Hosting & Maintenance
$75 – $150 / mo
Hosting, SSL, uptime monitoring, and content updates on request. Optional — you can also host it yourself anywhere you want.
Case Study

Real Work.
Real Numbers.

Regional Tree Service Company — Multi-Rep Sales Reporting

A growing field service company needed a reliable way to measure actual sales performance at the rep level. Their CRM tracked deal stages granularly — from estimate scheduled all the way through work approved, scheduled, invoiced, and paid — but no one had formally defined which stages constituted a closed win. Without that definition, pipeline and performance reporting was essentially guesswork.

I developed a stage-based win/loss classification methodology, joined their CRM data with a separate proprietary estimate system, removed junk lead entries from all calculations, and built a complete YTD performance report covering 137 qualified deals across 30 metrics — broken down by rep, lead type, equipment type, deal source, and customer segment.

Once the methodology was established and the data was clean, the rep's measured win rate came out at 50.8% — with a clearly defined pipeline of $347,890 and a breakdown of exactly where deals were stalling and why.

50.8%
Win rate under defined stage-based methodology
$347K
Qualified pipeline value after data cleanup
$57K
Pipeline value previously untracked
30
Distinct metrics delivered across 2 data sources
YTD Sales Performance Report — Rep Detail
50.8%
Win Rate
$96.8K
Won Rev
$347K
Pipeline
30
Won Deals
Tree Removal
52%
Emergency
75%
Trimming
56%
Stump
100%
Web Form
30%
How It Works

Simple Process.
Fast Start.

01
Discovery Call

30 minutes. You tell me what decisions you're trying to make and what data you have. I tell you whether I can help and what it'll cost. No sales pitch.

02
Data Access

You export your CRM data or give me read access. I've worked with a wide range of field service platforms — Jobber, ServiceTitan, HouseCall Pro — and whatever proprietary nightmare your software vendor cooked up.

03
Build & Deliver

I clean the data, build the report or dashboard, and deliver it with a walkthrough. First engagement typically takes 3–5 business days. Retainer reports go out on a set schedule.

04
Iterate

After the first report, you tell me what's missing or wrong. We refine. Within two or three cycles you have something your team actually uses every week without thinking about it.

Fit Check

Who This Is
For.

Good fit
  • Field service company with 10–75 employees
  • Running Jobber, ServiceTitan, HouseCall Pro, or any field service CRM
  • Owner or GM making decisions without reliable data
  • Someone in the office building reports manually every month
  • You've got data — you just can't get to it fast enough
  • You're switching CRMs and your historical data is a mess
  • Your software tools don't talk to each other and somebody's doing double entry
  • Your website is embarrassing or doesn't connect to your CRM
  • You want a real person who answers quickly, not a ticketing system
Not a fit
  • Enterprise companies with existing data engineering teams
  • Businesses looking for a full-time employee
  • Projects requiring real-time BI infrastructure (Tableau, Looker, etc.) at scale
  • Industries I don't know (finance, healthcare, SaaS at scale)
  • Anyone who needs it done in 24 hours
Get Started

Let's Figure Out
What Your Numbers Say.

Start with a free 30-minute call. No pitch, no proposal deck — just an honest conversation about whether I can help and what it would look like.