Intelligence for
the way
industry works.
We’re building AI-native software for the complexity of manufacturing. Connecting product knowledge, decisions and the work in between.
Interactive concept: an exploded end-suction pump set. Choosing an impeller diameter checks it against the casing range, the duty point and the pressure rating, then selects the motor, coupling and baseplate that follow from it.
Illustrative values
Built around manufacturing.
Designed for the enterprise.
01 / Our starting point
Complex products.
Clearer possibilities.
Our first focus: connecting configuration, pricing and quoting. From what a customer needs to what your business can confidently offer.
Turn requirements into a valid configuration.
Bring product options, compatibility rules and engineering knowledge into one guided workflow.
See the commercial picture before you commit.
Connect a configuration to cost inputs, pricing logic and approval policies, with assumptions visible.
Carry the context into a clearer proposal.
Prepare a quote from the same product and commercial model, with a review step before it reaches the customer.
Customer requirements
Application · material · operating conditions
- Product compatibility
- Engineering constraints
- Exceptions for review
Proposed configuration
Options checked against modeled rules
One connected workflow. Shaped around your engineering and commercial rules.
Explore our first focus02 / The platform vision
Intelligence, connected
to the work.
We’re designing a shared foundation for the knowledge, decisions and actions that move an enterprise.
Grounded in
your business.
Product rules. Operational context. Human judgment.
Platform architectureAI agents
Multi-step work, with clear boundaries. Designed to prepare decisions and bring people in when judgment matters.
Enterprise automation
Connect the steps between a requirement, an approval and an order. Keep the context with the work.
Search & knowledge
Find answers across product rules, technical documents and enterprise knowledge. Follow each answer to its source.
Decision intelligence
Understand the trade-offs. Bring cost, margin and lead time into the same conversation.
Enterprise integrations
Build on the systems you already run. Connect product data and business processes through a shared foundation.
Platform capabilities are in design and development. Scope will evolve with design-partner input.
03 / Our engineering thesis
Generative where it can be.
Deterministic where
it must be.
Industrial decisions need more than a plausible answer. Our approach pairs AI with explicit rules, source evidence and human oversight.
Understand the intent
Use language models to interpret requirements and retrieve relevant enterprise knowledge.
Check the constraints
Evaluate proposed configurations against modeled engineering rules and commercial policies.
Keep the evidence
Design every decision around its sources, assumptions and a clear path to human review.
04 / Built for complexity
For the businesses
that build
the world.
Manufacturers of configurable and engineered products. Where every option carries a consequence.
Explore industries05 / Enterprise by design
Trust belongs
in the architecture.
The controls an enterprise needs should shape the product from the beginning.
These are design priorities guiding our development.
Human control
Defined approval gates, bounded agent actions and a clear owner for each decision.
Traceable decisions
Sources, rule versions and assumptions available for review.
Permission-aware knowledge
Access designed around the people, teams and information boundaries of your business.
Connected foundations
Integration with existing systems as a core design principle.
Industrial roots. Global ambition.
Built from experience.
Designed for what’s next.
Founded by Sarath Jayavel, drawing on experience inside industrial enterprise software and manufacturing programs across the US, Europe, Asia-Pacific and the Middle East.
United States · India
The company behind the platformShape what comes next.
We’re looking for manufacturers with complex products and a clear view of what better software should do. Let’s build it together.