The CRO of Kallikor discusses how supply chain professionals can become more proactive and less reactive

Poor alignment of strategy to execution plans across supply chain operations coupled to a continuous mix of internal and external disruptions are leading to a culture of constant firefighting. Last-minute fixes and costly reactive changes to address even small bottlenecks are eroding margins and confidence at the top. And, for CEOs and CFOs, this short-term mindset in the operation leaves them incapable of making confident growth bets for the future.

Instead, decision-makers need a way to shift from firefighting to foresight, with access to a safe virtual environment that enables testing of long-term strategies, quantifying the impact of even the smallest changes and aligning decisions across finance, commercial, logistics and supply chain operations.

Starting anywhere

No more reactive, day-to-day problem solving to deal with demand changes or external factors. Instead, leaders can use composable simulation to target the real pressure points that constrain growth – whether that’s in-store operations, warehouse flows, transport strategy or outdated inventory policies. By tackling the bottlenecks that matter most, businesses gain the agility to act decisively.


With a joined-up model spanning areas of operation, changes in one domain which impact adjacent processes can be modelled together – avoiding greedy optimisation which favours one function, landing additional costs elsewhere in the business. Those might include warehouse design, store operations or network flow, with the power to move seamlessly between but balance the needs of different areas as needed. That flexibility gives executives the foresight to direct resources where they’ll unlock future growth, not just satisfy immediate local operational challenges.

From composability to adaptability

Composability is crucial for adaptability. With composable simulation, businesses can quickly adapt to changing requirements or conditions across the operation. New use cases or models can be added if needed, supporting targeted improvements on-the-fly, but critically balancing each of the elements of the end-to-end flow.

Firefighting mindsets have been exacerbated by rigid rules and policies, or guardrails, in supply chains, especially when they no longer fit today’s market dynamics. Composable simulation enables businesses to simulate different scenarios that challenge those guardrails.

The short and long-term impact of changing or removing certain policies or rules can be fully tested in a risk-free environment, enabling true foresight. It’s even possible to identify new effective ways of operating across the supply chain which may have been previously overlooked due to the established, siloed structures in place.

Accessibility that drives alignment

But even with the flexibility, impact and foresight offered by composable simulation, it only creates value if the insights are accessible to decision-makers at every level, so that impact is lessened if the platform is too complex for staff to leverage and C-suite leaders can’t gain the relevant insight.

Many old-school tools demanded near perfect data and data scientist level tech talent to deliver value. That’s no longer the case. Innovations in AI and no-code models mean composable simulation no longer requires spotless data or deep technical expertise. A happy by-product is that composable simulation avoids the downsides of data aggregation necessary to feed the traditional tools.

Even if substantial gaps are present in the available data, AI can synthesise the missing elements based on the available information. Through intelligent preparation of extensive simulation experiments it is possible to describe and fully explore complex scenarios which extend beyond the bounds of what could be achieved with ‘real’ data alone.  

The result is a safe environment for testing operational decisions and modelling real-world impact, accessible to all, from technical specialists to the C-Suite.

Targeted change, strategic impact

In short, composability allows businesses to leave firefighting in the past, challenge the rigid guardrails that have held them back and achieve much-needed foresight. By building modular simulation digital twins, leaders can test new strategies, expose outdated rules and see the ripple effects of every decision before committing capital. Instead of reactively addressing bottlenecks, the supply chain becomes the cockpit for growth foresight, where the C-suite can align investors, operations and strategy – and act boldly with confidence.

  • AI in Supply Chain

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