Ciklum
AI 'Route to Live': From Proof of Concept to Production
The problem this solves
AI projects stalling after proof of concept
Ciklum helps companies move stalled AI projects from proof of concept to full production using a product-based rather than software-development approach. The 'Route to Live' roadmap sets AI and data strategy, runs disciplined proofs of concept, and scales with fit-for-purpose delivery teams to align AI with measurable business value.
Novel practice
Develop AI as a product, not a software project
“They use an implementation strategy that is planned and developed with a product-based—and not a software development-based—approach. That is, they develop AI as if developing a product.”
— A Product-Based Approach to AI Development
AI adoptionAI strategyData and analyticsProof of conceptAI scaling
Similar solutions
End-to-End AI Consulting: From Proof of Concept to ProductionAya DataThe problemAI projects stalling between proof of concept and productionTechniqueA paid PoC first, so clients validate feasibility before over-investingAI consultingMachine learningData annotationAI adoption with security and governance built in from day oneJana BulkinThe problemAI projects stalling after proof of concept due to security and data-quality gapsExperienceResistance to change is treated as a hidden security riskAI adoptionAI governanceCybersecurityEnd-to-End Machine Learning ConsultingAltan TechnologiesThe problemML projects that stall between proof-of-concept and productionTechniqueCost and efficiency built in at architecture stage, not retrofittedMachine learningMLOpsAI consultingEnd-to-end AI program delivery, from discovery to retrainingBell IntegrationThe problemAI proof of concepts that fail before reaching productionExperienceTreats deployment as riskier than the PoC, not saferAI implementationAI strategyAIOpsAI solutions taken from use case to production systemAI SuperiorThe problemAI projects that stall in the planning phase and never reach productionNovel practiceBuilds AI to fit existing systems rather than forcing infrastructure overhaulAI consultingMachine learningAI software developmentEnd-to-End Agentic AI for the SMB Mid-Market GapVstormThe problemAI projects that stall before reaching production for SMBsNovel practiceDelivers agentic AI in open source so the client owns itAgentic AIRAGAI consulting
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