5 Workflows Companies Automate First (And Why They Work)

After 800+ implementations, a pattern emerges.

Companies don't start with the most complex workflow. They don't start with the highest ROI opportunity. They start with the workflow that's repeatable, high-volume, and proves value fast.

Here are the five workflows that consistently make the best first candidates, and why they work.

1. Invoice Processing & Matching

What it involves:Receiving invoices via email, extracting data, matching to purchase orders, routing for approval, entering into accounting system.

Why it works as a first workflow:High volume, clear rules, touches 2-3 systems, immediate time savings.

Accel Air Systems processed hundreds of Excel timesheets every week. Their accounting team spent 30-35 hours per week manually entering data from each spreadsheet into Vista.

They automated the entire process. Field teams kept emailing their Excel spreadsheets (no behavior change). Otto receives each email, extracts the data, and performs all data entry automatically.

The AP process went from 30-35 hours per week to 2.5 hours. Otto (they named their bot "Bob") processes invoices in 2.5 minutes and works continuously throughout the night.

The criteria that made this work:

• Predictable format (even with variations)
• Clear approval logic
• High weekly volume
• Easy to verify (accounting team reviews, doesn't enter)

Typical timeline: 10-14 days to go-live

2. Timecard Collection & Data Entry

What it involves:Collecting timesheets from field staff, extracting hours and cost codes, entering into payroll or accounting system.

Why it works as a first workflow:Happens weekly, high data entry burden, doesn't require complex decision-making.

An electrical subcontractor had tried multiple timesheet software solutions. None worked. Field teams had inconsistent connectivity, and mobile apps were difficult to use on jobsites. But Excel spreadsheet completion had consistently high compliance.

The problem wasn't collection. It was the hours of manual data entry every week.

Otto automated the data entry while field teams kept using Excel. Hundreds of spreadsheets processed automatically. Accounting shifted from data entry to data review.

The criteria that made this work:

• Weekly cadence (proves value fast)
• Preserves existing field workflows (no adoption issues)
• Eliminates hours of manual entry
• Clear validation rules

Typical timeline: 7-10 days to go-live

3. WIP Report Generation

What it involves:Pulling data from accounting, project management, and scheduling systems. Compiling into work-in-progress reports that show project status and financial position.

Why it works as a first workflow:Time-consuming, requires data from multiple systems, happens regularly (weekly or monthly).

Shamrock Electric's CFO spent at least 2 hours every two weeks building WIP reports. Data had to be pulled from their niche accounting system, extracted from project management software, compiled from scheduling systems, and gathered from safety tracking.

With Otto, the process dropped from 2 hours to 2 minutes. More importantly, reports could be regenerated instantly if late postings came in, eliminating the cycle of constantly recreating stale data.

The criteria that made this work:

• Touches multiple systems (shows integration capability)
• Regular cadence (weekly or biweekly)
• Significant time savings (2 hours to 2 minutes)
• High value to leadership (financial visibility)

Typical timeline: 14-21 days to go-live (more complex due to multiple systems)

4. Certified Payroll Processing

What it involves:Collecting wage data, verifying classifications, generating certified payroll reports, signing, filing with government agencies.

Why it works as a first workflow:Highly manual, compliance-critical, follows strict formats, happens regularly.

Stahl Construction's CFO spent 6 hours per project on certified payroll, totaling about 30 hours per month. The process involved collecting data, filling out forms, signing them, saving files with proper naming conventions, and emailing to the right agencies.

After automation, the CFO got her weekends back. The bot handled the entire process more accurately than manual methods. "The bot did a better job. I would forget to sign, make mistakes in labeling, and the bot doesn't once it's trained."

The criteria that made this work:

• Clear compliance requirements (well-defined process)
• Repetitive format (same forms every time)
• High error cost (automation improves accuracy)
• Regular schedule (proves reliability)

Typical timeline: 10-14 days to go-live

5. Document Filing & Organization

What it involves:Receiving construction drawings, reading title blocks, applying naming conventions, filing in project management systems.

Why it works as a first workflow:High volume, clear rules, tedious but necessary, technical staff time wasted on admin work.

A large subcontractor had an entire drawings department dedicated to file naming and organization. Team members reviewed title blocks, verified revision information, created proper file naming conventions, and ensured correct placement in the project management system.

With Otto, the team uploads hundreds or thousands of drawings simultaneously. Otto reviews each one, reads title blocks and content, applies naming conventions, and files everything correctly.

The drawing team shifted from administrative filing to technical review. More time analyzing drawings for errors and conflicts. Less time on naming conventions.

The criteria that made this work:

• Batch processing capability (hundreds at once)
• Clear naming rules
• Shifts skilled staff to higher-value work
• Easy to verify (spot-check vs. manual processing)

Typical timeline: 7-14 days to go-live

What Makes These Workflows Work?

Look at the pattern across all five:

High Volume: They happen frequently enough to prove value fast. Weekly or biweekly cadence means you see results within the first month.

Low Complexity: The rules are clear. You can explain the process to someone new in 15 minutes. If a human can learn it quickly, Otto can learn it quickly.

Clear Validation: You know what "correct" looks like. Invoice matched to PO. Timecard hours match schedule. WIP numbers balance. Certified payroll filed on time. Documents in the right folder.

Immediate Impact: They free up hours, not minutes. When your CFO gets a week back every month or your AP team goes from 30 hours to 2.5 hours, everyone notices.

Minimal Disruption: They don't require changing how field teams work or retraining your entire organization. Otto adapts to your existing workflows.

What About Your "Unique" Workflow?

Every company thinks their processes are too unique to automate.

The construction company with niche accounting software. The manufacturer with custom ERP. The contractor with legacy systems that don't integrate.

But here's the thing: Otto doesn't require APIs or modern integrations. It works with any software, even legacy systems, by navigating them the same way a human would.

Shamrock Electric uses accounting software written by CPAs specifically for electrical, plumbing, and mechanical contractors. Old, niche, created without interconnectivity in mind. Perfect for accounting, terrible for integration.

Briq worked directly with the antiquated database, mapped the data, and automated the extraction. If it worked for 30-year-old contractor-specific accounting software, it works for your systems.

How to Pick Your First Workflow

Ask three questions:

1. Does this happen at least weekly?If not, the ROI timeline stretches too long. You want to prove value in the first month.

2. Can you explain the process in 15 minutes?If it takes an hour to walk someone through it, save it for later. Start simple.

3. Will this free up more than 5 hours per month?If it saves 30 minutes per month, it's not worth the effort yet. Go bigger.

If you answered yes to all three, you've found your first workflow.

What Happens After the First One?

Most companies don't stop at one workflow.

Once invoice processing runs autonomously, you start looking at timecard collection. Once WIP reports generate automatically, you tackle job cost allocation. Once certified payroll handles itself, you automate compliance reporting.

Catamount Constructors started with one forecasting workflow. Then they added custom curves for different project types. Then cash flow tracking. Then executive dashboards. They now have 18 months of rolling cash forecasts that update automatically.

They didn't plan all of that on Day 1. They proved one workflow, saw it work, and expanded from there.

That's how you build an autonomous workforce. One workflow at a time. Prove it, then scale it.