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TaskFieldAI
Relationship context

Return to the conversation with context.

Recent exchanges, unanswered questions and open commitments can explain what deserves a closer look before the next follow-up. TaskFieldAI is being built to bring that history together around the people you work with.

Limited test

Illustrative example — not customer data

Before you follow up with Marcus

  • Last exchange · 12 SeptemberHe asked for revised pricing. No reply from you yet.
  • Open commitment · yoursSend the case study “next week” (said 29 August).
  • Reply timing · last 6 weeksHis last three replies took 4–6 days; across the previous 20 exchanges they usually came within a day.

Signal, not explanation: slower replies can mean a busy month, a holiday or a change in priorities.

What it is designed to show for a person

Recent history

The latest exchanges, dated, with the thread they came from.

What's open

Unanswered questions and commitments on either side, linked to the messages.

What changed

Observable differences from that person's own usual pattern, with the period and number of exchanges behind the comparison.

Reading the signals carefully

Each comparison is against the same person's earlier behaviour, not a general benchmark — there is no such thing as a slow reply in general. When the history is thin, a comparison is weak evidence.

A communication change is a signal to review, not an explanation of what someone is thinking.

Internally this capability is called Pulse. It works only on synchronized email.

Questions

Does it predict which relationships will go wrong?

No. It shows observable changes in how a conversation is going — with the dates and messages behind them — so you can decide whether to look closer. It has not been validated as a forecast.

What signals does it look at?

Things visible in synchronized mail: how quickly replies arrive compared with that person's own history, message length, who starts conversations, unanswered questions and overdue commitments on either side.

How much history does it need?

Comparisons need a reasonable number of past exchanges with the same person — baselines are built from roughly the first fifteen. With less history than that, a comparison means little, so treat any early signal with caution.

What if we mostly talk on calls or chat?

Then email tells only part of the story. TaskFieldAI can only use what reaches it through a supported record.

Commitments and follow-ups · Founder follow-ups

Bring a relationship you want to pick back up.

We'll walk through what the current product shows before a follow-up — and what email alone can't tell you.

An example or walkthrough comes first. Share private records only through an agreed, appropriate process.