Our models · Recapi
Every intelligent product needs a brain. Recapi is ours.
Recapi is the cognitive layer inside every product we build: memory, context, reasoning and guardrails, already tested. We configure it for each product instead of starting from zero.
Architecture
From what the product senses to what it does.
Inputs
Recapi · the brain
Memory
Keeps what happened before, across sessions.
Context
Knows who is present, where, and what is happening now.
Domain knowledge
The rules, SOPs and facts of your product's world.
Reasoning
Works out what the situation means.
Goal planning
Breaks an outcome into steps.
Decision making
Chooses the next action.
Learning
Improves from feedback and new data.
Guardrails
Limits the product never crosses.
Outputs
Experience + feedback
Operational experience feeds the learning and evaluation cycle.
How it works
Configured for each product, not rebuilt for each one.
- 01
Learn the domain
Recapi takes in the product's goals, knowledge, SOPs and the gaps in them.
- 02
Configure the models
We set up specialised SLMs and multimodal models for the task.
- 03
Work toward outcomes
The product acts on goals using memory, context and reasoning, not fixed scripts.
- 04
Capture feedback
Every interaction becomes data for evaluation and the next model update.
Our work
Products built on Recapi.
Companion robotics
Companion robots that listen, talk and remember
Manufacturing
Manufacturing intelligence for sales teams
Pharmaceuticals
Pharmaceutical intelligence with controlled responses
Cinema
Domain-specific AI for film production
Indian cinema
Hybrid video intelligence
XOIDLABS
Your AI
Intelligence that travels with the machine.
A compact, private model runs inside the robot or device, or on your servers, and stays linked to the wider Recapi network. It uses specialised small language and multimodal models for speech, vision and sensor data, sized for the hardware they run on.
On the device
Inference runs on the product itself, for speed and offline use.
At the edge
A nearby gateway or local server handles heavier models.
Private or on-premise
Your infrastructure, your data, no shared cloud.
Recapi provides the cognitive foundation. XOIDLABS connects it to the physical product.
Visit recapi.ai ↗Let's build together
Have a physical product in mind?
Let's make it intelligent.
You bring the product idea. We bring the intelligence, data and engineering to make it work.