Functional prototype in testing

Remember what
the sensors couldn’t.

MemGo is the AI memory layer for physical-world work—preserving the observations, adjustments, and decisions that disappear between the test bench and the final report.

LIVE CONTEXT TRACE RUN / 0142
MEMGO / ACTIVE

“Motor pitch changed after the second adjustment.”

VOICE NOTE 14:32:08
01
CAPTURED
01
OBSERVED Pitch shifted
02
CHANGED Gain −8%
03
DECIDED Repeat run
HUMAN CONTEXT / VERIFIED SYNCED
Built beside telemetry—not in place of it.

01 / THE MISSING LAYER

Telemetry tells you what.
MemGo remembers why.

Physical tests generate more than sensor data. A glance, a sound, a last-second adjustment, a decision made between two runs—this human context is often the first thing lost and the hardest thing to reconstruct.

MemGo keeps that layer close to the moment, connected to the work, and inspectable later.

TEST RUN / 0142 17 MINUTES OF HUMAN CONTEXT
OBSERVED Unexpected vibration
CHANGED Mount torque +4 Nm
DECIDED Re-run at low speed
RECOVERED CONTEXT

“The second run was repeated because the vibration remained after tightening the mount.”

HUMAN REVIEW REQUIRED

02 / THE MEMORY LOOP

Three moments.
One continuous memory.

Designed to move with the work, from the physical moment to a reviewable record.

01CAPTURE

Stay close to the moment.

Save a short voice or text observation before details collapse into memory.

02CONNECT

Attach it to the work.

Connect human context to the test ID and the team’s existing records.

03RECOVER

Reconstruct with evidence.

Find what was observed, changed, and decided—then verify it against the source.

DESIGNED FOR REAL SYSTEMS

Beside your stack.
Not another silo.

MemGo is being designed to complement telemetry, logs, chat, and official test records. Those systems remain authoritative; MemGo preserves the human thread between them.

TELEMETRY
TEST LOGS
TEAM CHAT
MemGo HUMAN CONTEXT

03 / BUILT WITH BOUNDARIES

Trust is a product feature.

01

Human-reviewable

Memories should show their source and stay open to correction.

02

Quiet by design

Capture only what matters, without turning real work into constant screen time.

03

Clear authority

MemGo does not control equipment or replace telemetry and official records.

MEMGO / EARLY RESEARCH

Your next test already has a story.
Let’s make sure it isn’t lost.

Join early access For robotics and hardware teams exploring a bounded research conversation.