Custom Software · AI Automation · Data Analytics

Get your business off spreadsheets — and into intelligent systems.

Oak Operations designs and builds custom cloud software, AI-powered automation, and real-time analytics for niche industries. We replace the fragile Excel workflows your team fights every day with tools they'll actually love.

8+
Years operations experience
40+
Hrs/week reclaimed per client
100%
Built around your workflow
Built on the modern automation & data stack
The problem

Your business runs on spreadsheets.
It shouldn't.

Spreadsheets are where great companies start — and where growing ones get stuck. Copy-paste errors, version chaos, and manual reporting quietly tax every hour of your team's day.

  • Critical data trapped in tabs only one person understands
  • Hours lost each week to manual re-keying and reconciliation
  • No single source of truth — every report tells a different story
  • Off-the-shelf software that doesn't fit how you actually work
Before · spreadsheet chaos After · your system
#SKUQtyCost
1A-114128$4.20
2B-09744$11.9
3C-2317$2.15
4D-560301$8.80
5E-01862$0.95
inventory · live
On-hand value$248.9k
Reorder alerts3 auto-sent
Margin health+4.2%
What we build

Four ways we move you forward

Custom-built, not off-the-shelf. Every engagement is scoped to your industry, your data, and the way your team already works.

01

Custom Software

Internal tools, portals, and full applications built for your niche — the workflow off-the-shelf products never quite fit. We ship fast with Retool and modern web stacks, then hand you something maintainable.

Retool appsClient portalsInternal dashboardsExcel → cloud migration
Most requested

AI Automation & Workflows

We connect your tools and let software do the busywork. n8n workflows, AI agents, and document processing that handle the repetitive tasks stealing your team's time — reliably, around the clock.

n8n workflowsAI agents & copilotsDoc & email automationAPI integrations
03

Data Analytics

One source of truth. We consolidate scattered data into clean pipelines and live dashboards so you can see margin, performance, and trends in real time — instead of rebuilding the same report every Monday.

Live dashboardsData pipelinesKPI & margin trackingLooker / BI
04

Supply Chain & Operations

Deep operations roots. Demand planning, inventory, and S&OP systems built on the same custom-software foundation — so forecasting and procurement finally run on logic, not gut feel and stale exports.

Demand planningInventory / MRPS&OP frameworksSupplier scorecards
Diagnostic

Where is your workflow leaking time?

Pick the symptom that sounds most like your business to see the root cause — and exactly how we'd fix it.

The symptom & cause

Spreadsheet Sprawl

Your operation lives across a maze of linked workbooks. Every change risks breaking a formula three files away, and onboarding anyone new takes weeks.

Root cause Business logic and data are tangled together in tools never meant to be an application — with no validation, permissions, or audit trail.
The Oak fix

A custom app on a real database

We migrate your logic into a purpose-built Retool app backed by a proper database — keeping the flexibility of a spreadsheet with the safety of software.

  • Structured data with validation & permissions
  • Familiar UI your team learns in minutes
  • One source of truth, safely multi-user
Fix this →
The symptom & cause

Manual Busywork

Your best people spend hours moving data between email, your store, your accounting tool, and a spreadsheet — work that adds no value and invites mistakes.

Root cause Your systems don't talk to each other, so humans become the integration layer.
The Oak fix

Automation that runs itself

We map the repetitive path and rebuild it as n8n workflows and AI agents that run automatically — with alerts when something needs a human.

  • Tools connected end-to-end via API
  • AI handles docs, emails & data entry
  • 40+ hours/week reclaimed for real work
Fix this →
The symptom & cause

Reporting Blindspots

You can't answer "how are we really doing?" without a day of exporting and reconciling — and by then the number's already stale.

Root cause Data is siloed across platforms with no pipeline consolidating it into a trustworthy, current view.
The Oak fix

Live dashboards, always current

We build automated pipelines that feed real-time dashboards — margin, KPIs, and trends visible the moment you need them.

  • Automated daily/hourly data syncs
  • SKU-, client-, or unit-level margin clarity
  • Decisions on live data, not last month's
Fix this →
The symptom & cause

Software That Doesn't Fit

You pay for a platform that does 60% of what you need — and force your team to work around the other 40% with side spreadsheets and workarounds.

Root cause Generic software is built for the average business, not your niche's specific process.
The Oak fix

Software shaped to your process

We build the exact tool your workflow needs — often on top of what you already use — so the software fits you, not the other way around.

  • Industry-specific features, no bloat
  • Integrates with your current stack
  • Yours to own and evolve
Fix this →
How we work

From messy today to running system

A tight, transparent engagement — you see working software early and often, never a black box.

1

Discover

We map your workflow, data, and the bottlenecks costing you the most — no jargon, no assumptions.

2

Design

You get a clear scope and prototype so you can see the solution before we build a line of it.

3

Build

We ship in fast iterations on Retool, n8n, and modern stacks — with your feedback each step.

4

Automate

We connect, automate, and hand over something documented that your team can run and grow.

Selected work

Real problems, working systems

Representative engagements across custom software, automation, and analytics for growing operations.

Custom Software
14→1spreadsheets replaced

Retool ops portal for a distributor

A multi-channel distributor ran fulfillment across 14 linked workbooks only one manager fully understood.

Challenge Fragile, single-owner spreadsheet stack blocking growth.
Solution Retool app on a managed database with roles, validation & audit trail.
Outcome Onboarding cut from weeks to a day; zero broken-formula incidents since.
AI Automation
40+hrs/week reclaimed

n8n + AI order & invoice pipeline

An ops team hand-keyed orders and invoices between email, their store, and accounting.

Challenge Hours of daily manual re-entry with costly errors.
Solution n8n workflows with an AI agent to read documents and sync systems automatically.
Outcome 40+ hours/week returned to the team; error rate near zero.
Data Analytics
+4.2%net margin lift

Live margin intelligence dashboard

Leadership couldn't trace true SKU profitability after freight, duties, and fees.

Challenge Margin-negative products hidden inside high-volume reports.
Solution Automated pipeline combining POS, ERP & freight into a live dashboard.
Outcome Flagged & cut 14 loss-making SKUs; +4.2% net margin in one quarter.
About

A boutique software & operations studio

Oak Operations exists to close the gap between how growing companies actually work and the software that's supposed to support them. We pair real operations experience with modern engineering — building custom tools, automations, and analytics that fit your business instead of forcing your business to fit them.

We work best with niche industries underserved by generic SaaS: the teams running serious operations on spreadsheets and duct tape, ready for systems that scale with them.

Daniel McKeon
Founder & Principal

8+ years leading planning and supply-chain intelligence for high-growth e-commerce and regulated retail — architecting the data pipelines and operational systems behind 7-figure revenue scales. B.S. Business Information Systems, concentration in Supply Chain Management.

Core capabilities

  • Custom internal tools & Retool apps
  • AI automation & n8n workflows
  • Data pipelines & live dashboards
  • Excel & legacy-process migration
  • Demand planning & inventory systems
  • API & systems integration

Industries served

E-Commerce & DTCDistributionRegulated RetailConsumer GoodsHealth & WellnessCannabisBeverageManufacturingSMB / Mid-Market

Ready to get off spreadsheets?

Book a free discovery call, or take our 2-minute questionnaire and we'll come prepared with ideas for your specific workflow.

Get started

Start with the bottleneck

A 60-second intake so our first conversation is about solutions, not discovery. Prefer to talk first? Grab a time on the calendar.

Project intake
Three quick steps. No spam, ever.
Step 1 of 3 · Focus & tools

What do you need most? *
What do you run on today? (select all) *
Team size *
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