AI that thinks out loud,
with people in the room.

Panels of specialized AI reason together in the open, with a human approval gateway when the workflow requires one.

Build or buy?A recorded panel · 3 specialists, a chair and you
MarcusCritiqueElena, your cost modeling is directionally correct but underestimates the long-term risk of commoditized AI services.
ChairNew factorThe discussion has stalled. How will upcoming AI regulations, like the EU AI Act, affect the compliance burden, cost and risk?
ElenaFinalI continue to favor third-party AI for most use cases, but I now qualify that position.
ReportThe group did not reach a final consensus.

Platform

AI that thinks out loud,
with people in the room.

Panels of specialized AI reason together in the open, with a human approval gateway when the workflow requires one.

Build or buy?A recorded panel · 3 specialists, a chair and you
MarcusCritiqueElena, your cost modeling is directionally correct but underestimates the long-term risk of commoditized AI services.
ChairNew factorThe discussion has stalled. How will upcoming AI regulations, like the EU AI Act, affect the compliance burden, cost and risk?
ElenaFinalI continue to favor third-party AI for most use cases, but I now qualify that position.
ReportThe group did not reach a final consensus.

AI that thinks out loud,
with people in the room.

Panels of specialized AI reason together in the open, with a human approval gateway when the workflow requires one.

Build or buy?A recorded panel · 3 specialists, a chair and you
MarcusCritiqueElena, your cost modeling is directionally correct but underestimates the long-term risk of commoditized AI services.
ChairNew factorThe discussion has stalled. How will upcoming AI regulations, like the EU AI Act, affect the compliance burden, cost and risk?
ElenaFinalI continue to favor third-party AI for most use cases, but I now qualify that position.
ReportThe group did not reach a final consensus.

Watch a real panel disagree.

Should a company build its own AI or rent it? Three specialists argue it out. One changes her position, the chair raises a factor nobody mentioned, and the panel reports a split rather than faking agreement.

Loading the recorded session…

Recorded Sep 27, 2026 · Consensus, ended in no consensus · About 4 minutes at 1x

How a session runs.

A neutral chair runs the meeting the way a good facilitator would. Every phase is recorded, so you can read how the answer was reached.

01Opening OpinionsEach member answers alone, before hearing anyone else.
02CritiqueMembers question and challenge each other, and revise as the argument moves.
?
03Status CheckThe chair looks for unanswered questions and sends targeted follow-ups.
04Final PositionsEach member states a revised position or endorses someone else’s.
05DecisionConsensus, a majority vote, ranked choice or Robert’s Rules.
06ReportA majority report with dissent, a vote result, or an honest “no consensus”.

The ideas behind the patents.

Facilitator

Marcus, you haven’t answered Elena’s cost question. Over to you.The chair

Persuadability

Opened

Third‑party first

Ended

Third‑party, with conditions

Elena, after Marcus’s argument

Submind

Human Gateway

Proposal readyWaiting for your approval
ApproveEdit

Decidrons

Grid mismatchSensor
DDecidron
Panel seeded

Contextual Reconveyance

Tuesday
$9Mmargin gate
Friday
$9Mmargin gate

Facilitator

Marcus, you haven’t answered Elena’s cost question. Over to you.The chair

Persuadability

Opened

Third‑party first

Ended

Third‑party, with conditions

Elena, after Marcus’s argument

Submind

Human Gateway

Proposal readyWaiting for your approval
ApproveEdit

Decidrons

Grid mismatchSensor
DDecidron
Panel seeded

Contextual Reconveyance

Tuesday
$9Mmargin gate
Friday
$9Mmargin gate

Put your hardest question to a panel.

Put your hardest question to a panel.