HARNESS, NOT WEIGHTS
The model can change.
VINNU’s intelligence remains yours.
Foundation models provide intelligence in the moment. VINNU builds the system around them: context, memory, goals, tools, outcomes, evaluation, experience, strategy, applicability, learning.
SarvamOpenRouterLocal modelsOther providers
↓ same personal learning layer ↓
ExperienceStrategyApplicabilityLearning Gain
VINNU’s learning doesn’t belong to a model — it’s designed to remain provider-independent.
ENGINEERING VALIDATIONA Sarvam → OpenRouter → local-model continuity test has verified the learning layer surviving a provider switch.
BUILT WITH SARVAM
A multi-provider foundation.
VINNU participates in the Sarvam Startup Program and uses Sarvam APIs for supported AI and language experiences. VINNU remains provider-independent — Sarvam does not power every VINNU interaction.
Powered by SarvamOpenRouterLocal models