Nathan Weill here.
I'm the CEO @ Flow Digital, where we help companies unleash their full potential by strategically automating every inch of their workflows. Each week, I share hot AI and automation tips to help you move your business into the future successfully.
Intercom’s Fin AI
An agent that resolves tickets, and bills only when it does
Intercom’s Fin AI Agent
Intercom’s Fin resolves routine tickets on its own, freeing your team for the complex cases that actually need a person.
What sets it apart:
Pay per outcome, not per seat: Fin bills $0.99 per resolution, so cost tracks results, not headcount.
Deflection at real scale: Intercom reports over a million resolutions a week across chat, email, voice, and customer Slack communities.
Uses content you already have: it pulls from your help center, past conversations, and product docs with no extra integrations.
For most teams that means shorter waits, after-hours coverage, and support that scales without linear hiring. Results depend on your content, so a well-maintained knowledge base is what makes Fin reliable.
What's working
Fast time-to-value: native setup delivers value in days, not months.
One agent, every channel: consistent automation without deploying separate bots.
Limitations
Watch the bill: the per-resolution model costs more as adoption grows, with final bills reported at 2-5x the pricing-page estimate once seats and add-ons combine.
Lock-in: Fin works best inside Intercom's ecosystem, and switching platforms later is costly.
Below-advertised rates: independent tests land between 38% and 72% resolution.
Slack
Favorite automations for the tool you live in all day
When Slack is where your team spends 40 hours a week, small friction quietly costs real hours. My post struck a nerve this week: the gap between seeing a message on mobile and acting on it at your desk is where follow-ups die. That exact button isn't native yet, but several Slack automations already recover the time it would save.
Our favorites:
Save for later, with a nudge: save any message to your Later list and add a reminder so it resurfaces at a set time and waits across devices, a good start.
Request intake and approvals: turn PTO, expense, and brief requests into a no-code Workflow Builder form that routes to the right approver, with conditional logic up to 15 conditions.
Draft and summarize in place: the new AI response step summarizes, translates, or drafts a reply from one prompt, with no tab-switching.
Deal alerts in minutes: push Pipedrive stage changes into a channel so reps act on movement now, not end of day.
Recurring nudges on autopilot: use /remind for standups, reports, and renewal check-ins so nothing rides on memory.
Channel catch-up: AI recaps of unread busy channels so leaders skim in seconds.
Each turns a manual habit into a standing system, which is where the time comes back.
Build a PDF Pipeline That Runs Itself
Field-service and operations teams lose hours to PDFs that arrive from every vendor, subcontractor, and service in a different layout. Each file has to be opened, read, and re-keyed by hand, which is slow and quietly feeds errors into the systems downstream.
The fix showing up across projects this week pairs purpose-built PDF tools:
Standardize creation with GoCanvas: generate custom, consistent PDFs inside field-service workflows, so every job produces the same clean output instead of one-off formats.
Align incoming files with PDF.co: pull specific fields from incoming PDFs so documents from different services can be matched to one structure automatically.
Handle document-heavy flows with PandaDoc: generate and manage PDFs like proposals, contracts, and invoices that would otherwise pile up.
The payoff is a document pipeline that runs itself. Teams are wiring these tools into structured sources so a submitted form or paid order updates Airtable, triggers the next step, and pushes data to downstream systems like ShipStation for labels and tracking, with no one re-keying it.
Standardizing documents across different vendors and services means fewer errors, faster turnaround, and staff freed from copy-paste work. Paired with structured data, PDF workflows are finally automated and reliable enough to trust at volume.
Curious what this would look like on your systems? Grab a time and we will sketch the pipeline with you.
How 10 People Absorbed 145% More Orders
Use the same pipeline audit for your team
When our client, Wedding Weekender (recently featured in Forbes) thought they were tracking about 1,700 orders. But the project board said 4,500. The extra 2,800 were ghosts: phantom duplicates from an integration that fired every order twice, quietly filling the pipeline until it hit its item ceiling and real orders had nowhere to land.
These fixes start with an audit you can run in an afternoon, no developer required. Pull up any workflow that touches a customer or a dollar, and pressure-test it with the linked questions below. Every "no" or "not sure" is a place ghosts get in, across your CRM, your email tool, and your fulfillment stack.
That discipline is what turned this pipeline around and the team went on to process 145% more orders through peak season without adding staff.
Run it yourself: the 8-question pipeline audit
Answer each for any automated workflow that touches customers or money. Every "no" or "not sure" is where the errors hide.
Does your record count roughly match reality? If the board shows 4,500 orders and you booked 1,700, the extra 2,800 are ghosts.
Does one real order appear exactly once in every connected tool? Pick a recent order and trace it through booking, CRM, project board, and shipping.
Did go-live import your history, or only new activity? If automation started from day one forward, older records may have silently dropped.
Do status changes sync both ways? Mark something "paid" or "shipped" in one tool and confirm it updates everywhere, not just where you clicked.
Would a failed step alert someone today? If the only alarm is a customer complaint, steps are failing silently.
Does any step wait on a person remembering? List every manual flag, tick, or copy-paste; each is a dropped ball waiting to happen.
Do customers ever get the same message twice? Duplicate or near-simultaneous emails mean a trigger is firing more than once.
Are there orphans? Orders with no shipping label, leads with no owner, or deals with no next step entered one system and never reached the next.
SMART WORDS OF THE WEEK:
— Benjamin Franklin
Three centuries later the leak is a duplicate order or an unread message, and the small things you never audit are the ones that quietly cap your growth.
 |
Stay in touch with our team from anywhere.
