Decision intelligence for logistics and delivery operations.
Optivara is a decision-support prototype designed to assist logistics and dispatch managers. Built with Python and Google OR-Tools, it solves multi-stop routing, vehicle capacity limits, and time-window allocations without bloated enterprise complexity.
Optivara is an active software prototype with zero paying customers as of this writing. We are seeking one to two regional logistics or distribution design partners in India to evaluate real-world constraint models against historical delivery data in a secure sandbox.
Simulated route optimization network
This interactive canvas illustrates how waypoint nodes and fleet constraint paths are computed dynamically.
Why spreadsheets break down in multi-stop dispatch
Multivariable Dispatch Windows
Managing hundreds of delivery windows against dynamic traffic, driver shifts, and variable vehicle capacities quickly overwhelms manual dispatchers and basic spreadsheets.
Under-utilized Fleet Capacity
Static routing fails to efficiently re-sequence stops when mid-shift cancellations, unexpected road delays, or urgent priority orders occur.
Combinatorial Complexity
Every added waypoint exponentially increases potential route permutations, making intuitive human guesswork mathematically difficult to optimize.
How Optivara models constraint parameters
Optivara applies mathematical constraint programming to systematically evaluate routing permutations and enforce customer delivery windows.
Google OR-Tools and CP-SAT
Constraint programming algorithms applied to combinatorial dispatch optimization.
Python 3.11+ and Async FastAPI
High-throughput computational service providing route outputs based on defined constraints.
Active Sandbox Testing
Benchmarking against realistic synthetic waypoints and regional route constraints.
OptiCore Research Track
Long-term exploratory research into computational optimization algorithms.
Partner with us on route optimization
We are seeking logistics dispatchers and supply chain managers in India to benchmark Optivara against real-world constraint logs in sandbox environments.