runtime · live · automating 27 jobs
v1.0.0 · 2026-Q2
Your output scales. Your headcount doesn't.
3node maps your workflow, builds the automation, and runs it 24/7
— the repetitive, draining work becomes ours, so your team
finally spends its day on the problems that actually need a person.
Your team is doing work a machine should be doing.
The average mid-size company loses 12,400 hours/year
to manual, repeatable, screen-based work — invoice routing, reconciliations,
status updates, report generation, ticket triage.
Work that's beneath your people, but somehow on their plates.
The cost isn't just hours; it's morale, error rates,
and the strategic projects that never get started because everyone
is firefighting an inbox.
[ 03 / 5 PANELS ]What we automate01 / 05
01
IT Ops
Incident, deploy, on-call — handled before a human reads the page.
We sit between your monitoring stack, ticketing, and chat. Most L1 noise gets resolved or routed without human hands. The rest reaches your engineers with full context attached.
[01]Auto-triage 60–80% of L1 tickets in Jira/Zendesk~480 hr/yr
[02]Datadog → PagerDuty enrichment with runbook links~190 hr/yr
[03]Nightly deploy windows + smoke-test gating~210 hr/yr
Paperwork that follows people around — closed in a loop.
Invoices, expenses, vendor onboarding, payroll variances. Whatever involves a spreadsheet, an inbox, and a "did anyone approve this?" chain — we collapse it into a deterministic flow.
[01]Invoice intake → ERP, with PO matching~640 hr/yr
The path from "first touch" to "active" — without the dropped baton.
CRM, support, billing, and product data act like one organism instead of three siloed teams. Lead → qualified → onboarded → upsold, with audit trails the moment the data lands.
[02]Self-serve onboarding with milestone nudges~340 hr/yr
[03]Support routing by intent + customer tier~280 hr/yr
[04]Renewal & QBR pack auto-generation~190 hr/yr
FLOW · CUST-03 live
04
Data & reporting
Numbers that arrive on schedule — and explain themselves.
ETL into your warehouse, anomaly detection across critical tables, and executive digests written in English. Your morning report is in your inbox before you finish coffee.
[01]Multi-source ETL → warehouse, with backfill~420 hr/yr
[02]Anomaly detection on revenue / pipeline / churn~180 hr/yr
[03]Weekly executive digest (LLM with guardrails)~120 hr/yr
We've built a kitchen prep-list scheduler for a 14-location catering chain. An auction-bid runner for a heavy-equipment broker. A patient-intake flow that integrates with three different EMRs. If you can describe the process over a 30-minute call, we can scope it.
[01]Catering · prep, supplier orders, waste↓ 88% time
We shadow your team for five working days. Every click, every macro, every "ugh, this part."
By the end of the week, we hand you a process flow diagram, a ranked backlog of automation candidates, and an honest answer to "is this worth doing?" — sometimes the answer is no, and we'll tell you that up front.
duration5 working dayscostfixed feeNDAday-one
2
Step 02 · Two to six weeks per flow
Build
Our operators design and build the automation in your stack — using the right tool for the job, not the one that pads our hours.
RPA, server-side scripts, API integrations, scheduled jobs, AI agents with guardrails — whatever fits. Weekly demo + approval. We don't disappear for two months and surface a black box.
cadenceweekly demoparallelismup to 4 flowsIPyours, day-one
3
Step 03 · Zero-downtime rollout
Deploy
We roll the automation into production on a schedule that doesn't blow up your week — usually a Tuesday morning, never a Friday afternoon.
Blue/green wherever possible. One-hour team training per flow. First-week hyper-care with a dedicated channel in your Slack or Teams. If anything looks wrong, we roll back in under sixty seconds.
downtime0training1h / flowrollback< 60s
4
Step 04 · We run it, forever
Operate
We don't ship and disappear. We run the automation. We monitor it. We fix it before you notice — usually before your morning coffee.
Every month you get a report showing hours saved per flow, dollars recovered annualized, every incident with a root-cause analysis, and our roadmap for the next thirty days. If your stack changes, we update the flow. If a vendor breaks an API, we swap it.
SLA30 min · biz hrsmonitoring24/7reportingmonthly
01 · Map02 · Build03 · Deploy04 · Operate
[ 05 ]Industriesscroll · or hover any row
Find your sector.
01Softwarehours back each week→
02Cateringless prep, less waste→
03Deliverieshours, now minutes→
04Financedays, not weeks→
05Manufacturingmore out the door→
06Healthcaredays, now next-day→
07Retailfar less manual work→
08Legalmore billable time→
a real example
Software
hours back every week
Their on-call team was drowning in alerts, and most of them were noise. Now most alerts sort themselves out before anyone gets woken up, and the ones that actually matter reach the right person fast.
Alerts get sorted automatically — the routine ones close themselves, with a full record kept
Real problems reach the right engineer with the background they need to fix it fast
The paper trail auditors ask for is collected on its own, not scrambled together later
Catering
most of the prep time gone
Inventory, prep lists, and supplier orders used to eat a full day a week at every location. Now they run on their own, kitchens start the day with a clear plan, and a lot less food gets thrown away.
Prep lists for every location, worked out from what is actually booked
Supplier orders drafted automatically, with limits so less food goes to waste
Yesterday's numbers waiting for the owners every morning
Deliveries
minutes instead of hours
Checking delivery paperwork against orders used to take the finance team the first three hours of every day. Now it takes about a minute and a half, and the money the couriers owe back actually gets claimed.
Paperwork from every courier checked against the orders, automatically
Money the couriers owe back gets claimed instead of left on the table
Customs paperwork prepared on its own; only the odd exception needs a person
Finance
days instead of weeks
Closing the books used to take a week and a half of manual work. Now it's a couple of days, anything that looks off gets flagged before anyone has to ask, and audits stopped eating the whole quarter.
Invoices read, checked, and entered without anyone keying them by hand
Anything unusual gets flagged with the context to decide quickly
Month-end entries prepared and queued for a quick sign-off
Manufacturing
more output
The factory floor and the finance side never agreed, because the only bridge was a spreadsheet emailed every Friday. Now everyone sees the same numbers, refreshed through the day, and quality problems get caught on the line instead of at the end.
Floor data and the finance side kept in step, updated through the day, not once a week
Quality issues flagged on the line, before the next batch starts
One set of numbers everyone trusts — no more arguing over whose spreadsheet is right
Healthcare
next-day instead of a week
Front-desk staff were retyping patient details between systems that didn't talk to each other, and insurance approval dragged on for days. Now it's one flow, fully logged, and patients are cleared the next day.
Patient details flow between every system on their own, fully tracked
Insurance approval that took days now takes hours
A record of who saw what is kept, with names hidden in the review view
Retail
a fraction of the work
Prices had to be updated by hand across four different stores, and they'd drift out of sync by Friday. Now a price change lands everywhere in under two minutes, and refund fraud gets screened automatically.
One price change rolls out to every store in under two minutes
Refunds screened for fraud automatically; only the suspicious ones need a look
Competitor prices watched daily — flags real moves, ignores the noise
Legal
back to billable work
Associates were spending a third of their time on first-pass contract review. Now the first pass takes about five minutes, deadlines don't slip, and more of their day goes to the work clients actually pay for.
First-pass contract markup in about five minutes, in the firm's own style
Key dates pulled out and tracked automatically, conflicts checked up front
Time entries captured as they work instead of reconstructed at day's end
[ 06 ][ 02 ]Why 3node06_03
The cost ofmanual.
You just saw the hours. Here's what they're worth — and what the
same day looks like once that work is ours, not your
team's.
Your day · without us0%real value created
Your day · with us0%real value created
$0recovered productivity, year one**median mid-market client
06_01
We build it — and run it.
A flowchart doesn't move that bar. A system you own, monitored
24/7, does — the phone you call is the one we built.
SLA
30 min · business hours
On-call
24/7 monitoring
Reporting
Hours-saved monthly
06_02
One team. One contract.
Discovery, build, deploy, ops — under one roof. Nothing
falls between vendors, and the IP is yours from day one.
Engagement
Single SOW
Models
Fixed-fee or rev-share
IP
Yours, day one
06_03
Your industry, your stack.
IT to catering — the patterns rhyme, the tooling adapts.
140+ flows already in production.
Flows
140+ in production
Industries
11 served
Lock-in
Zero by default
You will automate.
The only question is whether your competitor calls us first.
It's the most boring job in the building — and now nobody does it.
Invoices hit the inbox and post themselves. The few exceptions reach
us with the fix already attached. We moved two people onto work that
actually matters, and we stopped paying late.
— Head of Finance · mid-market logistics company engagement 2025 · figures shared with permission
2-week build≈3,000 invoices/mo2 people redeployed
METRICBEFOREAFTERΔ
Handling time / invoice9 min35 sec↓ 94%
Time to post6 dayssame-day↓ 96%
Posting errors1 in 91 in 300↓ 97%
Late-payment fees$6,800/mo$0↓ 100%
Annualized recovery—$190Knet
3NODE
[ 08 ] [ 04 ] Let's begin
Ready to see your processes mapped?
Thirty-minute call. We'll find three flows worth automating before we hang up.
No deck. No "discovery proposal." Just the work.