Demand Forecasting & Planning
Anticipate demand. Plan your next move
Forecast demand, compare possible responses, and put approved decisions to work. Connect your data and models with the resources, costs, and constraints that shape your operation. Learn from each decision and its results.
Companies we’ve helped
- Coloplast
- Lokal Forsikring
- 3
- SK Energi
- Mindshare
- Energi Fyn
- Røde Kors
- OK
- Telenor
- Envafors
- Frederikshavn Forsyning
- Vestforsyning
- Andel Energi
- APC Forsikringsmæglere
- Bonnier
- Cognito · Bording Group
- CA a-kasse
- Call me
- Egmont
- Falck
- Læger uden Grænser
- Modstrøm
- Roskilde Kommune
- SEAS-NVE
- Storm Group
- Goodwin Company
- Verisure
- Visma e-conomic
- Dantaxi
- Proactiv
Connect demand to better decisions
Bring demand signals together
Connect sales, orders, usage, and service volumes with relevant business context. Account for missing data, stockouts, and other gaps between recorded activity and underlying demand.
Forecast at the level you plan
Estimate demand by product, location, team, or time period. Match the forecast horizon to the decision, and compare models against a practical baseline on past periods they have not seen.
Make uncertainty visible
Give planners a range of possible demand, alongside the expected level. Show where confidence is lower so they can weigh the costs of preparing too much or too little.
Compare plans before committing
Compare the consequences of buying more, reallocating capacity, or changing schedules. Let planners adjust assumptions and weigh service, costs, and margins within lead times, budgets, and operating limits.
Carry decisions into operation
Turn approved decisions into purchasing, scheduling, resource allocation, or fulfilment priorities in connected systems. Keep the required reviews and approvals, and record the assumptions behind each decision.
Learn from what actually happens
Compare expected and actual demand, service performance, and operating margins. Review which decisions worked, track forecast bias, and use the results to improve models, assumptions, and the next plan.
Anticipate what comes next. Decide how to respond
When demand changes, you can buy more, reallocate capacity, or change what gets delivered first. Compare the consequences before committing, balancing reliable fulfilment with operating margins. Bring the decision and its results back into the next plan.
- Demand history
Orders & pipeline
Usage & consumption
Market signals
Resources & capacity- Targets & constraints
Forecasting & planning
- Demand intelligenceForecast demand and uncertainty
- Decision modellingCompare scenarios and trade-offs
- Allocate resources
- Adjust schedules
Meet demand reliably
Plan purchasing
Prioritise fulfilment- Improve margins
A foundation for Zero Trust
Zero Trust makes access explicit, limited and subject to reassessment. Langstack’s identity and networking controls provide a foundation for applying these principles to applications, models and agents.
Explore Security- Explicit verification
- Verify identities and authorize access to each resource. Reassess access as context and security signals change.
- Least-privilege access
- Grant users, workloads and agents only the access their task requires. An agent’s decision to use a tool does not itself grant permission.
- Assume breach
- Design for the possibility that a workload or identity is compromised. Isolate workloads, limit lateral access, and monitor activity to help contain the impact.
“Langstack is the best in the business at turning data into AI solutions that deliver measurable commercial results. This goes far beyond chatbots. It’s enterprise AI that we fully control, built to meet our highest ambitions at 3.”
Phillip JørgensenHead of CRM, Martech & CX, 3
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