AI Workflow Automation

The tools exist. They just
don't talk to each other yet.

We look at the tools you already use, connect them with AI, and automate the work your team shouldn't be doing manually.

Built by engineers who've shipped
Fund Accounting (500+ funds) AI Document Pipelines Infrastructure at Scale
Let's be honest about AI
Every headline says AI is transforming business. But your reality is: you're still copying data between systems, still writing the same follow-up emails, still manually organizing documents, still chasing people for information.

The hype hasn't reached your desk.

Most AI "solutions" are either too generic to work for your business, too expensive to justify, or built by people who don't understand your workflows. You've maybe tried ChatGPT and thought "cool, but how does this actually help my operations?"
Here's what AI can actually do for you right now: not replace your team, but eliminate the repetitive tasks that eat their day. The technology is ready. The tools you already use can be connected in ways you probably don't realize. You just need someone who knows how to put it all together.
That's what we do.

Your tools already do more than you think

You're already paying for tools — email, spreadsheets, maybe QuickBooks, maybe a CRM, maybe a client portal. Right now they're islands. Data goes into one, someone manually moves it to another, someone else checks a third.

We connect those tools with AI and automation so they work as one system. Documents arrive — they get processed automatically. A client signs up — their entire onboarding happens without anyone lifting a finger. A deadline approaches — the right person gets the right task with the right context.

No new platforms to learn. No expensive custom software. We work with what you already have and make it dramatically smarter.

Gmail / Outlook
Sheets / Airtable
Drive / Dropbox
QuickBooks / Xero
Your CRM
Slack / Teams
AI + Automation

Workflows that make you think "wait, that's possible?"

Real workflow patterns we design for businesses like yours.

Smart Document Intake & Organization

Documents organize themselves. Your team reviews instead of sorts.

File Intake4 files
chase_stmt_march.pdfBank Stmt
receipt_IMG_4392.jpgReceipt
W2_2025_johnson.pdfTax Doc
contract_draft_v2.pdfNeeds Review
3 filed · 1 needs review

Accounting firms, law offices, property managers, insurance, healthcare

Automated Data Categorization & Entry

Your system stays current without anyone touching it. Staff reviews exceptions, not every line.

Transaction CategorizationProcessing
$2,400.00 — CHASE MORTGAGE PMTHousing
$43.52 — STAPLES #1284Supplies
$186.00 — PUGET SOUND ENERGYUtility
$12.99 — SPOTIFY PREMIUMSubscription
$9,847.00 — WIRE TRF #882194⚠ Review!
4 categorized · 1 flagged for review

Bookkeeping, expense management, billing, inventory

Deadline & Task Orchestration

Your team knows exactly what to do and when. You stop firefighting and start managing.

Deadline Tracker4 active
Martinez
Mar 15
SM
Chen
Apr 1
JK
Thompson
✓ Done
AR
Waverly
⚠ Mar 8
SM
→ JK
1 at risk (reassigned) · 1 complete · 2 on track

Tax deadlines, legal filings, project milestones, compliance, inspections

Cross-System Record Matching

Discrepancies surface automatically. Your team resolves instead of hunts.

Record MatchingYour Records vs External
Your Records
Martinez LLC$4,200
Chen & Assoc$1,800
Thompson Grp$3,500
Waverly Inc$950
Their System
Deposit$4,200
Deposit$1,800
Deposit$3,200
Deposit$950
3/4 matched · 1 needs attention ($300 difference)

Accounting, property management, legal billing, insurance, any business matching records across systems

The hidden cost of "we'll get to it eventually"

If your team spends hours every week on tasks that could be automated, those hours add up fast. Here's a quick way to see what manual work is really costing you.

Salary + overhead · $30–50 is typical
520
hours / year
$18,200
annual cost
13
work weeks
That's 13 full work weeks your team spends every year on tasks that software should handle.

Want to know how much is actually automatable? That's what the discovery call answers.

How we work together.

Everything built to fit your existing tools and workflows.

1

Discovery Call

We learn your workflows, your tools, and your pain points. We'll be honest about what's automatable and what isn't — not everything needs AI, and we'll tell you that.

2

Automation Plan

We map out exactly what to automate, which tools to connect, and what the result looks like. You approve before we touch anything.

3

Build & Launch

We set everything up, test it, train your team, and make sure it runs perfectly. Then we stick around to maintain and improve it.

Engineers, not consultants who learned AI last month

Two-person team. You work directly with the people building your automations. No account managers, no layers, no bloat.

We've built fund accounting systems serving 500+ funds, automated 40% of bank transaction reconciliation through AI pattern recognition, and designed document classification pipelines that process thousands of files. We've built high-performance distributed systems at scale. We bring that same engineering rigor to every workflow we build for you — we don't sell a platform, we connect what you already have and make it dramatically smarter.

15 minutes. No pitch deck.
Just a conversation about what's eating your team's time.

Not sure what to automate first? That's literally what the call is for. We'll look at your tools and workflows and tell you exactly where the opportunities are — and whether they're worth pursuing.

If we can't identify at least one workflow worth automating in 15 minutes, we'll say so. We'd rather be honest than waste your time.

In our audit of businesses like yours, we typically find 10-20 hours per week of automatable work.

Serving businesses nationwide. Based in Kitsap County, WA.

Book a Discovery Call