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Perspectives on voice AI, real estate technology, and the future of transaction management.

A harbour pilot's station at dawn, seen from inside looking out over a busy harbour. The room is orderly: a chart laid flat and weighted at its corners, a row of pegs each holding one key, a tide clock and a single lit lamp. Beyond the window many boats move in different directions at once. Rendered in warm cream, sage, and deep forest green.

The Calmest Person in the Room

Judd Hoffman on where calm actually comes from in a transaction. Not fewer problems, but knowing the dates, the documents, the open issues, and what's happening next.

Judd Hoffman

August 28, 2026

Market Insights2 min read

Judd Hoffman on Fargo Talks

Ethica CEO Judd Hoffman sits down with Jeff Fargo for a full hour on AI, the real estate transaction, and the people doing the work.

Charlie Muir

August 27, 2026

Inman Connect title card introducing Judd Hoffman, CEO of Ethica AI, and Phil Hawkins, CEO of the California Association of REALTORS, with their headshots side by side

Market Insights2 min read

Judd Hoffman and Phil Hawkins on Stage at Inman

The full conversation from Inman Connect San Diego: the view from the company building the technology, and the association leader's view of what members need from the tools intended to serve them.

Charlie Muir

August 27, 2026

An overhead illustration of a sushi spread on a pale round ceramic plate. Pieces are arranged around the rim with a clear centre: nigiri, a shrimp piece, a fan of sashimi slices, a gunkanmaki heaped with round salmon roe beads and another holding lobed sea urchin, with a cone of wasabi and pickled ginger in the middle. A round dish of soy sauce and a pair of chopsticks on a rest sit beside the plate. Rendered in warm cream, sage, and deep forest green.

Agent Workflow3 min read

Anticipating Needs

Omotenashi is the Japanese idea of anticipating what someone needs before they have to ask. Judd Hoffman on why the best agents already work this way, and what that should ask of the software around them.

Judd Hoffman

August 26, 2026

An early 1960s office rendered in silhouette. A standing woman extends an open folder toward a seated woman at a mid century desk, who is reaching to take it, the folder offered before it was asked for. A rotary telephone and squared stacks of paper sit on the desk, with warm light raking through venetian blinds behind. Rendered in warm cream, sage, and deep forest green.

Agent Workflow3 min read

Ask the Next Question

Judd Hoffman on the gap between software that records a transaction and software that participates in it. Recording is table stakes. Knowing what to ask next is the job.

Judd Hoffman

August 25, 2026

An old brass balance scale on a bare cream background, tilted steeply out of balance. The left pan has sunk low under one small weight while the right pan rides high carrying a tall stack of large weights. Rendered in warm cream, sage, and deep forest green.

Agent Workflow3 min read

Nobody Gets Paid Until the File Is Complete

Judd Hoffman on the piece of the transaction everyone puts off and nobody can skip: the file. An ounce of prevention every day of the deal beats a pound of cure the night before closing.

Judd Hoffman

August 24, 2026

An aerial view at golden hour of a wooded point of land wedging into the frame from the foreground, with water flowing along both sides of it. Past the point the two waters continue as a single broad river running toward distant hills. Rendered in warm cream, sage, and deep forest green.

Agent Workflow3 min read

A Natural Deal Flow

Judd Hoffman on the strange arrangement at the center of every transaction: the agent does the work, the file proves it, and the agent is asked to connect the two by hand. It should be one natural flow.

Judd Hoffman

August 21, 2026

Firefighters running a training drill in an empty yard, rendered as deep forest green silhouettes: an extension ladder raised against a tall training tower, a hose line laid out across the ground, and a crew working the drill in calm daylight with no fire anywhere. The practice happens long before the emergency.

Agent Workflow3 min read

Before the Fire Drill

Judd Hoffman on why the best time to find something is before it's a fire drill. Not the day before a closing, not while everyone is chasing signatures.

Judd Hoffman

August 20, 2026

A vintage telephone switchboard seen close on the operator's hands, rendered as deep forest green silhouettes against a sage green patch panel of round jacks. One hand plugs a cord into a socket to complete a connection while other cords curve in arcs between rows. Warm cream daylight from a window at the left.

Agent Workflow3 min read

Great AI Is a Connector

Judd Hoffman on the two halves of every transaction: the agent who lived it and the broker who reads the file. Nobody should have to recreate the deal later.

Judd Hoffman

August 19, 2026

A relief pitcher walking in from the bullpen gate across a sunlit outfield, rendered as a deep forest green silhouette with glove in hand, the packed stadium stands in soft sage and the infield waiting ahead. Called in exactly when the game is on the line.

Agent Workflow3 min read

Show Up When It Counts

Judd Hoffman on why an impressive AI demo proves nothing. The test is the hard day: deadlines moving, details slipping, nobody calling back.

Judd Hoffman

August 18, 2026