Ripline
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Our charter

Velocity.

Operators should move faster than engineers.

The best inventors of the past internalized this.

In 1903, the Wright Brothers achieved the first powered aircraft flight, propelling humankind into a new age. In 1969, just over 60 years later, humankind achieved the greatest feat it has since accomplished to date, landing on another celestial body.

It was courage and creativity that carried humankind upwards, but our conviction is that repetition and endurance will carry us forwards.

[ Velocity equation ]t₀ → tₙ
t₀ → t₁

LLMs are collapsing the time from idea to design.

t₁ → tₙ

Ripline collapses the time from design to production.

This is why we are building the system of action for the operators of critical industries.

In this age, every enterprise seeking to challenge the norms of what it means to launch a payload to space, what it takes to make a robot fully autonomous, and what it demands to power these technologies sustainably will be defined by velocity. But building these systems the same way we have for the past 60 years only repeats the mistakes of the past.

Our thesis is for mission-critical industries to no longer treat operational efficiency as an uninteresting symptom of complex-system orchestration but rather as a root problem worth solving for from the start.

Enabled by the current frontier of artificial intelligence, our bet is to build for the final frontier of physical systems, and to do it right.

This is where our approach fundamentally differs from anyone else.

We forward-deploy and understand our operators’ problems. Workflows and tribal knowledge are codified into an ontology our agents can reason and do real work over. Each agent harness and model is fine-tuned to execute a specific workflow, exactly as the operator would. The result is a lossless compression of real knowledge work distilled into an agent that can be amortized infinitely.

From one operator to an extensible fleet
[ One operator ]
OP.01
TASK / 01
TASK / 02
TASK / 03
[ Agent fleet ]
A.01
T.01T.02T.03
A.02
T.01T.02T.03
A.03
T.01T.02T.03

To build agents in non-verifiable domains, our founding team has gathered world-class experiences at SpaceX, Reflect Orbital, Profound, Scale AI, and other technology companies, alongside recognition from the Matthew Isakowitz Foundation and the National Security Space Association.