Capability
Compare the system with the best practical alternative using realistic inputs and failure cases.
STIPDOT / Investment thesis
We invest where intelligence becomes infrastructure.
Our thesis is built around technical advantage, difficult customer problems, and teams capable of compounding both.
01 / The signal
Technical depth first.
We start with the underlying capability: a model, data advantage, workflow insight, or infrastructure layer that can become meaningfully harder to replicate.
02 / The wedge
A problem worth solving.
The strongest AI products are not demonstrations. They solve painful, repeated work for people who already understand the value of a better system.
03 / The outcome
Durable companies.
We look for a path from early technical truth to trusted product, engaged customers, and a business that can grow with discipline.
A practical next step01 02 03
Turn conviction into a test.
For each opportunity, name the assumption that would most change the decision and the evidence needed to examine it.
Demand
Ask for a concrete commitment of time, data, budget, or a paid pilot rather than relying on stated interest.
Durability
Explain why a customer stays when models get cheaper and competitors adopt similar capabilities.