Contact analysis
A summary of the relationship, the next step worth taking, the pipeline stage the contact belongs in — and nothing suggested when the reading is not confident enough to move a card.
Smart
Swimlane calls it Smart: the readings a model makes of your LinkedIn threads, and the assistant you can ask anything about your workspace. Every reading wears the same mark, so you always know what a model decided and what you did.
Smart
Smart
Ask your workspace, and let it act with your approval
ExploreWhat each reply means, and what it asks for
ExploreWhat is actually waiting on you, and what can wait
ExploreOne thing named, before you press send
ExploreWhat this relationship is, in three sentences
ExploreSmart
The verdicts come back as types — a probability, one label of a closed set, a level on a rubric. A model that cannot write a sentence here cannot invent a field, and there is nothing to parse and get wrong.
A reading is shown as a level, because "73%" reads as a measurement it is not. The same scale runs from the lead list to the contact record, so a level never changes meaning between screens.
Anything a model produced carries the wave — the inbox tab, the contact record, the campaign condition. A filter you know to distrust is worth more than one that quietly disagrees with you.
The assistant halts at the first write and asks. Suggested replies are drafts in your composer, never sent messages. Automation stays on the sequences you built yourself.
Smart
A summary of the relationship, the next step worth taking, the pipeline stage the contact belongs in — and nothing suggested when the reading is not confident enough to move a card.
Your ideal customer, written in a paragraph, read against every contact and every new lead. Five levels, and exclusions that cap a score whatever else fits.
A reply suggested from the thread and your tone of voice, dated turn by turn — so a conversation that went quiet three months ago is treated as a fresh start, not a follow-up.
A sequence can route on a reading: someone who asked for a document takes a different path than someone who raised an objection.
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Keep reading
A working split for AI in social selling. What a model should decide for you, what it should only read, and the part of a conversation that has to stay yours.
Most replies are neither a yes nor a no. How to read the seven intents and three signals hiding in a LinkedIn inbox — and why 'send me a deck instead' is not a refusal.
An AI assistant with read access answers questions no dashboard was built for. One with write access needs a rule about when it stops. Here is what that looks like in practice.
Sorting a LinkedIn inbox by unread or by date answers the wrong question. The one that matters is whether anything is waiting on you — and it can be read, not guessed.
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