FAQ's
Frequently Asked Questions
Answers covering how Kallikor turns uncertainty into foresight, enabling organisations to experiment with future scenarios, align stakeholders, and act with confidence rather than relying on static plans.
What value does Kallikor create? +
Kallikor helps organisations make better high-stakes supply chain decisions before committing.
By testing decisions in simulation, teams can see how changes actually behave across cost, capacity, service, and risk — revealing consequences that are often invisible in traditional analysis.
The value shows up in three ways:
1. Avoided downside
Preventing service degradation, cost overruns, and operational disruption caused by decisions that look good on paper but fail in reality.
2. Unlocked upside
Identifying structural improvements — in network design, capacity use, inventory, or service models — that are difficult to surface through optimisation alone.
3. Faster, more confident decisions
Compressing decision cycles from months to weeks, aligning stakeholders around evidence rather than assumption.
Typical timelines:
Weeks: Initial insight on a specific, high-impact decision
1–3 months: Quantified options to support executive or board-level decisions
Ongoing: A repeatable decision capability that compounds in value as new questions arise
How long does it take to see value? +
Most customers see meaningful insight within weeks, not months.
Initial work focuses on a clearly defined decision and surfaces risks or opportunities early. From there, the environment can be expanded as new questions arise.
The emphasis is always on speed to decision, not building a perfect model upfront.
What kinds of decisions is Kallikor used for? +
Kallikor is used for high-stakes, structural supply chain decisions — the ones that are difficult to reverse and expensive to get wrong.
This includes decisions such as:
Network redesigns and footprint changes
Automation and capacity investments
SKU, range, or service model shifts
Supplier strategy and resilience planning
Growth, consolidation, or major cost-out programmes
These decisions cut across functions and time horizons. Kallikor provides a way to test how they behave across the whole system before committing.
How is Kallikor different from existing decision-making approaches? +
Most supply chain decisions fail not because teams lack data or effort, but because the approaches used to make them are structurally limited.
Three patterns show up repeatedly:
Optimisation tools tune within the existing structure.
They assume the current design is broadly right and focus on improving parameters inside it. When the structure itself is misaligned, optimisation hardens the wrong design and locks in inefficiency.
Redesign exercises rely on averaged, aggregated views.
They smooth away queues, bottlenecks, variability, and operational constraints — the very things that determine whether a design will actually work day to day.
Local fixes shift pressure rather than removing it.
Improvements in one area often push cost, risk, or congestion elsewhere in the system, creating new problems that only appear after decisions are implemented.
Kallikor enables system-level experimentation, making these trade-offs visible before decisions are locked in.
How is Kallikor compare to one-off simulations or consulting studies? +
Traditional simulation and consulting studies are typically one-off analyses. They answer a single question, then go stale as assumptions change.
Kallikor creates a living decision environment inside the organisation. Models are designed to be reused, extended, and revisited as new questions arise — by the business, not just specialists.
Over time, this shifts simulation from a project into a repeatable decision capability.
Do we need perfect data to get started? +
No. Kallikor is designed to work with the data organisations actually have — not the data they wish they had.
Engagements typically start with a focused scope and a credible baseline, validated against known operational outcomes. Where data is incomplete, assumptions are made explicit and tested, not hidden.
The goal is not theoretical precision. It’s decision confidence.
Who typically uses Kallikor inside an organisation? +
Kallikor is used by cross-functional teams involved in shaping and approving change.
This often includes supply chain, operations, finance, and transformation leaders working from the same shared model, rather than reconciling conflicting analyses.
Outputs are designed to be understood and challenged by senior stakeholders, including at board level.
Is Kallikor a replacement for our existing systems? +
No. Kallikor does not replace ERP, WMS, TMS, or planning systems.
Those systems execute decisions. Kallikor sits upstream, providing a safe environment to design and test decisions before they are handed off for execution.