Every team runs on busywork. Silow maps all of it.
The examples below are the shapes we find again and again. Which ones apply to you isn't a guess — it comes out of your own work, ranked by what it gives back.
If your work happens on a computer — and you're wondering where AI actually fits — you're in the right place.
You don't need to know which tool, which team, or which process to start with. That's the part we answer. Silow looks at how your company already works and comes back with a ranked list of where AI pays back — and what it's worth in hours.
Different work, one source of truth.
Every team below is mapped from the same recording — you don't run a separate project per department.
Ticket flows, macros, and the answers your best agents already know.
- Draft replies from the answers your top agents already give — reviewed, never auto-sent.
- Surface the macro that should exist, based on what agents actually retype.
- Route the ticket to the person who has solved it before, not the next in queue.
Repetitive forms, approvals, and copy-paste between tools.
- Kill the copy-paste between two systems that were never integrated.
- Turn a recurring approval chain into a drafted decision with the context attached.
- Catch the step where work sits waiting and nobody owns the wait.
CRM hygiene, follow-ups, and the plays that actually close.
- CRM notes written from the call instead of from memory, three days later.
- Follow-ups drafted with what was actually promised on the call.
- The plays your best reps run, made legible to everyone else.
New hires learn the real workflow, not the outdated wiki.
- A picture of how the work is really done — not the wiki nobody updated.
- The questions every new hire asks in week one, answered before they ask.
- Ramp measured against how the team actually works today.
Reconciliation, reporting, and month-end busywork.
- The reconciliation steps still done by hand, and which ones are safe to automate.
- Month-end reporting assembled from the sources it always comes from.
- The exceptions that eat the week — surfaced, ranked, and handled first.
Feedback triage, release notes, and the specs that keep getting rewritten.
- Feedback triaged into themes instead of being read one ticket at a time.
- Release notes drafted from what actually shipped.
- The spec sections that get rewritten every cycle — templated once.
Campaign ops, reporting, and the briefs that keep getting rebuilt.
- Campaign reporting pulled together without the weekly copy-paste ritual.
- Briefs that start from the last one that worked, not from an empty page.
- The asset variants produced by hand fifty times a quarter.
Contract review, NDAs, and the clauses you re-check every time.
- First-pass review against the clauses you re-check every single time.
- NDAs and standard paper handled as a draft, escalated only on deviation.
- A clean, anonymized record of what changed and when.
Silow doesn't guess which of these apply to you. It ranks them against your own hours — so the first thing you build is the one that pays back fastest, not the one that demos best.
Is this a fit for you?
Including the profile we're deliberately wrong for.
If your people work on a screen, Silow can see where the hours go. If the work is physical, in the field, or offline, this isn't the tool for you — and we'll say so on the call.
The expensive problem is rarely one broken process. It is fifteen minutes, fifty times a week, across eight teams. That is exactly the shape Silow is built to see.
Regulated, sovereignty-bound, or simply unwilling to ship your work data to a vendor cloud? Run Silow air-gapped on-prem or inside your own VPC — data never leaves your perimeter.
German and EU customers with co-determination requirements: we ship a works-council packet with the product boundaries in writing — no keystrokes, no message content, no individual scoring.
Pilots that demoed well and quietly died. Usually the problem was not the model — it was that nobody could say where AI belonged, or what correct looked like.
Then we are the wrong vendor, on purpose. Silow maps work, not workers: no productivity ranking, no performance evaluation, no automated decisions about anyone's job.
Automations are just the first layer.
Every use case above runs on the same thing: a structured, measured picture of how your company works. Once that exists, automations are only one of the things you can build on top of it.