OptilogicSupply chain SaaSBuilt from scratch2022 – 2024

Cosmic Frog for Optilogic: Supply-Chain SaaS Built From Scratch

Optilogic set out to redefine how global companies design their supply chains. They had the vision, but they didn't have the internal product team to build it. They brought in Kodius to develop Cosmic Frog from scratch — a cloud-native design tool that has since raised over $50 million from global investors.

Cosmic Frog Run Dashboard — tilted collage of platform screens with charts and tables.
Product · Cosmic Frog platform
Cosmic Frog platform — network map with global supply-chain arcs.
About the client

Cosmic Frog: Cloud Native Supply Chain Design

Optilogic is a start-up founded to redefine supply chain design principles. Their latest product is Cosmic Frog, the only cloud-native supply chain design solution on the market that combines optimization, simulation and a risk engine to provide analysis of cost, service and risk across scenarios — enabling more informed decision making.

The platform needed to run on some of the market's fastest commercial-grade solvers, meaning our front-end interface had to be intuitive enough for planners to drive without needing a complex user manual.

Cosmic Frog network map with Risk Profile Summary popup.
Build from scratch

Cosmic Frog: a complex supply-chain SaaS, built from the ground up

Production stack
React .NET Core SQL Azure Python

An Agile, Embedded Product Team, scaling over time

Our tim acted as Optilogic’s full-scale development arm. Operating in strict two-week sprints, and adapted to shifting requirements based on real-time feedback. We worked closely with the client’s UK product division day-to-day, while keeping synchronous alignments with their US headquarters in Utah.

Developers built the back-end infrastructure, developed the core APIs, created management screens, and built the visual model-builders. Concurrently, UX/UI designers mapped out high- and low-fidelity wireframes to turn highly technical data grids into readable, interactive charts and geographic risk metrics.

As the product gained traction and complexity grew, we scaled the team seamlessly from a few core developers up to a full squad of 10.

The Kodius and Optilogic team — embedded product squad behind Cosmic Frog.
Run monitor

Expanding the Ecosystem: The Mobile Companion App

To give Cosmic Frog users a true competitive edge, the web platform needed to extend beyond the desktop. Executives and managers needed a way to monitor, manage, and audit their complex supply chain scenarios anytime, anywhere — right from their pockets.

We designed, built, and launched a native iOS and Android companion app within just 2.5 months, delivering a flawless product right on time for its big reveal at OptiCon 2024.

Run Monitor companion app — paired phone screens showing live scenario monitoring.

What the Run Monitor App Does

  • Live Scenario Monitoring: Users track the exact progress and resource usage of their running simulations in real time.
  • Instant Kill Switch: If a scenario is infeasible or no longer needed, users can stop the run directly from the app to prevent wasted cloud budget.
  • At-a-Glance Summaries: Gives an instant overview of all completed runs, clearly categorized by status (Successful, Failed, Stopped, or Infeasible).
  • Smart Search & Filters: Users can easily locate specific runs by searching across scenarios and filtering by status and time.
Run Monitor app — four-phone composite showing the feature set.
On the go

Key Mobile Benefits

Executive KPIs
High-level financial, service, and risk metrics across successful runs — so decisions can land on the move.
Infrastructure Insights
Live memory and CPU utilization, surfaced as the runs are happening.
Smart Troubleshooting
When a scenario fails, the app explains exactly what happened and offers targeted tips to fix the data.
Real-Time Alerts
Personalized push notifications and compute-time alerts.
Cost Tracking
Keeps a strict eye on the budget by tracking active compute time and billed time.
Run Monitor app — dashboard widgets surfacing KPIs, alerts, and cost tracking.
Run Monitor · demo

See Companion App in Action

The results

A new era for supply chain management

Cosmic Frog

  • Analyzes the impact and outcomes of hundreds of scenarios and measures risk.
  • Runs on some of the market’s fastest commercial-grade MIP solvers and a cloud backend, fronted by an interface planners can drive without a manual.
  • Flexible enough to adjust to the user’s everyday workflows.
  • Uses hyperscaling technology to run hundreds of models and scenarios in parallel.
Cosmic Frog platform — tilted collage of dashboards, charts, and the network map on a light-blue surface.
The Impact

The Impact: Securing $50M+ in Venture Capital

By pairing native mobile access with a hyper-scaling cloud backend, Cosmic Frog completely changed the game. Supply chain design is no longer trapped in a back office or stuck behind a desktop terminal.

We turned complex enterprise data into a fast, accessible, self-service tool. Executives no longer have to wait on data teams for answers — they can now drive strategy, view boardroom-ready risk metrics, and manage their cloud infrastructure budgets directly from their pockets.

Today, Cosmic Frog is an industry leader, trusted by global enterprises and backed by over $50M in venture funding.

Cosmic Frog — ‘A Better Way to Design Your Supply Chain’ summary widgets card.
Testimonial
Kodius was really instrumental to building Cosmic Frog and getting the product to General Availability.

JIM WILSON Product Owner at Optilogic