Operational Automation

Your employees shouldn't be the integration layer.

We identify expensive manual processes inside your business and replace them with reliable automated workflows.

$5M–$100M revenue20–300 employeesMulti-system operations
Disconnected systemsOutcome
Email
CRM
Accounting
Forms
Spreadsheets
Documents
Internal databases
Support desk
Ops software
Automated workflow
Routed, validated, recorded, and monitored without human handling.
94%of volume
Exceptions to people
Approvals, missing data, anomalies, judgment calls.
6%of volume
Illustrative distribution. Actual ratios are established during assessment.
The problem

Most growing businesses automate too late.

Companies accumulate software one decision at a time. Each system solves a real problem, and none of them talk to each other. The connective tissue becomes people: employees moving information between applications, reconciling what does not match, and remembering what has to happen next.

That labor is rarely measured, so it rarely gets fixed. It shows up instead as headcount, delays, and errors that surface late.

Copying information between applications
Manually assigning tasks
Downloading and uploading reports
Reviewing every transaction instead of exceptions
Chasing documents
Manually preparing management reports
Manually routing customer inquiries
Monitoring workflows through spreadsheets
Manually entering invoices
Following up on overdue tasks
BeforeInformation moves because a person moves it
HumanSoftwareHumanSpreadsheetHumanEmailHuman
AfterInformation moves on its own; people handle what is unusual
SystemsAutomationExceptionsHuman
The model

Move from manual operations to exception-based operations.

Instead of employees touching every transaction, request, invoice, customer, ticket, or document, automation handles normal activity. People are brought in deliberately, not by default.

Employees intervene only when
Approval is required
Information is missing
Something looks unusual
A threshold is exceeded
A customer needs human assistance
A system fails
Worked example
600 transactions / month
Traditional process600 reviewed manually
100% human review
Automated process565 automatic · 35 exceptions
565 processed automatically
AutomatedReviewed by staff (35)
94%
of volume never touched by staff
17×
fewer items requiring review
What we automate

Six areas where manual work concentrates.

All solutions by function →
01

Operations

Work reaches the right person or system without a coordinator in the middle.

Workflow routing
Service dispatch
Exception management
Task assignment
SLA monitoring
02

Finance

Transactions are captured, validated, and recorded, with review reserved for outliers.

Invoice processing
Approval workflows
Reconciliation support
Expense monitoring
Financial reporting
03

Customer Operations

Onboarding and follow-up run on schedule instead of on someone's memory.

Customer onboarding
Document collection
Support routing
Notifications
Follow-up workflows
04

Management Reporting

Leadership sees exceptions, risks, and decisions instead of assembling numbers.

Daily executive briefings
KPI dashboards
Anomaly detection
Automated reporting
Operational summaries
05

Sales Operations

Records stay accurate across systems without administrative rework.

Lead routing
CRM synchronization
Follow-up automation
Territory assignment
Sales reporting
06

Document Workflows

Paper and PDFs become structured data your systems can act on.

PDF extraction
OCR
Document classification
Compliance documents
Contracts and vendor documentation
How it works

Four steps, in the order a business would want them.

STEP 1

Operational Assessment

We map workflows, systems, recurring tasks, bottlenecks, and labor costs.

STEP 2

Automation Opportunity Report

We identify opportunities and calculate potential annual savings, implementation cost, and expected ROI.

STEP 3

Implementation

We build, integrate, test, document, and deploy workflows.

STEP 4

Managed Automation

We monitor the workflows, resolve failures, maintain integrations, and continuously improve operations.

ROI example

Automation should have a financial case, not just a technical case.

Every recommendation we make carries a number: what the process costs today, how much of it can be automated, what the build costs, and when it pays back. The figures below illustrate the format of an Automation Opportunity Report for a mid-sized operator.

ProcessCurrent annual costEst. automationAnnual savingsBuild cost
Invoice Processing$34,00080%$27,000$4,000
Customer Onboarding$43,00070%$30,000$5,000
Management Reporting$18,00095%$17,000$3,000
Service Dispatch$62,00065%$40,000$8,000
Vendor Documentation$29,00085%$25,000$5,000
Totals$186,000$139,000$25,000
Current annual cost
$186,000
Estimated annual savings
$139,000
Implementation cost
$25,000
Estimated payback
Under 3 months
Illustrative figures shown to demonstrate report structure. Your numbers are produced during the Operational Assessment.
Example workflow

Invoice processing, end to end.

A vendor invoice arrives by email and reaches the accounting system as a validated draft. Normal transactions proceed automatically. Human intervention occurs only when required.

Automated step
Routed to a person
01
Vendor invoice arrives by email
Monitored shared mailbox
02
Document automatically classified
Invoice, statement, receipt, or correspondence
03
Invoice data extracted
Vendor, dates, line items, totals, tax
04
Vendor and PO validated
Matched against master records and open orders
05
Accounting system draft created
Coded, attached, and ready for posting
06
Approval requested if threshold exceeded
Amount, vendor risk, or budget variance rules
07
Exception routed to accounting
Missing PO, price mismatch, unknown vendor, duplicate
Technology

We work with the systems you already have.

The technology stack is selected around the workflow, not the other way around. We are not a reseller or single-platform consultancy, and we do not ask you to replace working software.

How we integrate →
Zapier
Microsoft 365
Google Workspace
QuickBooks
Salesforce
HubSpot
Airtable
Slack
Microsoft Teams
DocuSign
Twilio
OpenAI
Anthropic
SQL databases
REST APIs
Webhooks
Architecture

AI where it helps. Deterministic automation where reliability matters.

We do not replace workflows with a model and hope for the best. Each part of a process is assigned to the mechanism that handles it most reliably.

AI handles

INTERPRETATION
Unstructured information
Classification
Document interpretation
Summarization
Anomaly detection
Natural-language requests

Automation handles

EXECUTION
System updates
Calculations
Routing
Approvals
Notifications
Data synchronization and scheduled workflows

Humans handle

JUDGMENT
Exceptions
Judgment calls
Sensitive decisions
Approvals
Escalation
Engagements

Three ways we work.

Most engagements begin with an Operational Assessment.
01 / ASSESS

Operational Assessment

A structured review of workflows, software, recurring tasks, and automation opportunities, delivered with cost and ROI estimates.

Fixed scope · 2–4 weeks
02 / BUILD

Automation Implementation

Design and deployment of integrated operational workflows, including testing, documentation, and handover.

Scoped per workflow · typically $25,000+
03 / OPERATE

Managed Automation

Ongoing monitoring, maintenance, optimization, and workflow improvement as your systems and volumes change.

Monthly · production support
Why KOR

We don't automate demos. We automate operations.

Business-first automation
Process and cost come before tooling.
ROI-driven recommendations
Every workflow has a payback estimate.
Cross-platform integrations
No allegiance to a single vendor.
Human exception design
We design what happens when things go wrong.
Production-grade monitoring
Failures are detected by us, not by your customers.
Documentation and auditability
Every workflow is documented and traceable.
No unnecessary AI
Deterministic logic wherever reliability matters.
Real-world edge cases
Workflows built for the exceptions, not the happy path.
Continued ownership after implementation
We stay responsible for the workflows we build, including integration changes upstream.

Representative engagements.

Placeholder examples — metrics illustrative

Regional Field Service Company

Problem

Dispatchers manually routed hundreds of jobs weekly.

Solution

Automated territory routing, priority assignment, SLA monitoring, and technician notifications.

Outcome
62% reduction in dispatcher workload

Multi-Location Operator

Problem

Management manually combined operational reports from several systems.

Solution

Automated daily data aggregation and executive briefing.

Outcome
15+ management hours saved weekly

Professional Services Company

Problem

Customer onboarding required repetitive emails, forms, document requests, and CRM updates.

Solution

Automated onboarding workflow with exception handling.

Outcome
70% reduction in administrative onboarding time

Find out what your manual processes are costing you.

We'll map your workflows, identify automation opportunities, and show where automation can produce measurable operational savings.

Start an Operational AssessmentTalk to an Automation Strategist
Scheduling is offered after the assessment request is submitted.