Bottlenecks I have closed for businesses in and around Lake Geneva, WI, plus a few hard problems at home. Different problems, same pattern: find the manual leak, build the exact tool, hand back the hours.
Every home deserved its own spotlight, but making a branded graphic and a caption for each one by hand meant the same few favorites got promoted and the rest never did. The feed went quiet for weeks at a time, right when fall bookings were up for grabs.
A pipeline that reads the live rental inventory straight from the website, so a delisted home can never sneak into a post. It pairs each home with its best photos, renders a branded graphic with a badge that changes with the season, writes a caption in the company's voice with the compliance rules built in, and lays everything into a calendar at two posts a day. Units in the same building are spaced apart so they never stack on one day. When a new home is listed, it simply becomes the next batch.
Every new listing, open house, offer, and closing needed graphics that matched the brokerage's strict template, with the right agent's name on them, plus a caption. Waiting in a design queue meant posts landed days late, after the open house buzz had already passed.
I rebuilt the brokerage template to the pixel as a rendering engine. An agent says "just listed," and the engine pulls the photos and details from the listing page, builds a contact sheet to pick the true hero shot (listing sites love to lead with the foyer), and renders feed and story graphics in that agent's lockup. It covers every status: Just Listed, Open House with the date and time, Under Contract, Just Closed, and For Lease. Three feature graphics are spaced out across the week, and captions follow the team's rules: a phone call to action, and no price unless the agent asks for one. Everything lands in the scheduler as a draft for a final look.
Managers on duty and housekeeping coordinate all day in one very busy group chat. The next shift had to scroll through hours of messages to work out what was still open, and things slipped between shifts. The obvious off-the-shelf fix needed AI add-on credits that the company's software plan could not even buy.
An AI assistant that runs every morning, reads everything posted since the last report, and emails the whole team a shift summary with an "Open Items Still To Do" checklist. The window is continuous, so a late or skipped run simply covers more time: nothing is missed and nothing is reported twice. If it cannot read the full window, it holds the report as a draft and pings me instead of sending something incomplete.
The community had great iPhone footage and a stack of glowing resident reviews, but no video editor and no time. Short vertical video was the format that worked, and nobody was available to cut it.
A video pipeline that turns raw phone clips into finished 30-second vertical Reels: color-matched footage, brand fonts and text cards, real resident quotes word for word, and licensed music leveled to each platform's loudness standard. Each Reel is written as a short spec, so the next batch is an edit and a render rather than a rebuild. Most Reels build brand love, and a few carry the leasing call to action, so the feed never reads like a running ad.
Renovation planning was a pile of graph-paper sketches, contractor guesses, and a zoning code nobody wanted to read. Every "what if we added a guest house" question meant a week of phone calls just to learn whether it was allowed and roughly what it would cost.
A floorplan designer that runs in the browser. Rooms are drawn floor by floor inside the existing walls, with plumbing stacks, stairs, doors, and furniture, and the cost estimate updates live across four finish levels. A site plan built from public county parcel maps shows the buildable area, floodplain, and required setbacks. Outbuildings such as a guest house, workshop, or post-frame barn get their own plans and utility choices, and the planner checks the local zoning rules as you draw: setbacks, floor-area caps, height limits, and well and septic spacing, including the price of moving either one. Every version saves to a named library, so options can be compared side by side.
A parent's care spread across hospitals, clinics, and care facilities had produced thousands of pages of records, many of them scanned, handwritten medication sheets. The person making the decisions needed to know what actually happened and when, and whether anything had gone wrong, without a medical degree or a paralegal.
A private, offline records database. Every page is transcribed, scanned sheets are read with OCR, and the search understands medical shorthand: brand and generic drug names, abbreviations, and common misspellings all find the same results, and every hit cites the exact file and page. On top of it sit a plain-language timeline of the parent's condition, a concern-by-concern timeline that ties each issue to the page that documents it, and a structured screen that grades whether a care failure is worth taking to an attorney and which records are still missing. It runs entirely on one computer.
When a parent needs more help, the work lands unevenly. The sibling who lives closest does the driving, the organized one does the paperwork, and resentment builds quietly. Nobody tracks the hours, and nobody counts what the main caregiver is giving up.
A private web app with a login for each sibling. Everyone logs driving, paperwork, phone calls, and on-call time, and an equity engine weighs each person's real capacity (children at home, work hours, other people they already care for) so the target is fair, not identical. Every weight is visible and adjustable, which turns the hardest conversation into a shared set of numbers. It also includes a phase-by-phase roadmap from independence through end-of-life care and the estate, a regular caregiver-strain check-in, and a "Cost of Yes" calculator that shows what accepting power of attorney really costs in time and income, alongside the professional alternatives.
Bringing each new property online meant about fifty small tasks across several people, tracked in a sprawling spreadsheet and a board someone had to remember to update. In peak season, steps slipped and the owner ended up running it all from memory at night.
A private web portal for the whole team. Starting a property clones the full step list, and a cascade moves it forward on its own: finish a step and the next person is prompted automatically, with details attached. Steps can be put on hold without freezing the pipeline, daily nudges chase anything stuck, and a dashboard shows every property at a glance.
Keeping the website's "what's happening" calendar current meant a person hunting across multiple sources every week, copying events by hand, and constantly missing things. It was tedious, slow, and always a little out of date.
A pipeline that automatically gathers events from several local sources, removes duplicates, and updates the website's calendar on a schedule, with links back to each venue. The weekly manual hunt became a hands-off routine that keeps the page fresh on its own.
The idea was a local affiliate program where partners send customers to participating businesses and everyone tracks redemptions. The catch: it could not require every business to install or change a point-of-sale system, or nobody would join.
A lightweight platform with separate portals for businesses, affiliates, and an admin, built around a simple code-and-PIN redemption flow that works at any counter with zero new hardware. Sign-ups, tracking, and reporting all live in one place.
Tell me the thing your team keeps doing by hand. I will tell you how to make it absurdly useful.