Kuwalyst provides a continuously operating marketing measurement platform that ingests sales, advertising, customer data and unstructured assets such as playbooks and briefs.
Funding
Funding not disclosed
Founders
Product
Problem
Marketing teams often rely on quarterly measurement cycles that become outdated quickly, leading to decisions based on stale data. Integrating sales, advertising, and customer data with unstructured context is complex, and existing tools provide isolated answers without confidence metrics, making it hard to trust recommendations.
Solution
Kuwalist delivers a continuously operating marketing measurement platform that ingests sales, advertising, customer data, and unstructured assets such as playbooks and briefs. The system performs day‑one campaign hygiene, weekly tactical steering, and scenario forecasting within a single loop, updating insights in real time. Each recommendation is accompanied by a confidence score, allowing users to gauge reliability. All processing runs on EU‑hosted infrastructure with optional VPC or on‑prem deployment, ensuring data never leaves the client’s environment. The platform logs LLM‑generated suggestions, making the methodology auditable and fully overridable by the data team.
Target Audience
Primary customers are mid‑to‑large marketing analytics teams and data‑driven marketers in enterprises that need real‑time, auditable measurement across multiple channels.
Features
- Unified data connector that continuously pulls structured sales, ad spend, and customer data plus unstructured context (playbooks, briefs, category documents)
- Automated campaign hygiene checks and weekly tactical steering without manual intervention
- Scenario modeling and forecasting with confidence scores for every output
- Auditable LLM‑driven recommendation engine with full logging and override capability
- EU‑only hosting on Scaleway with optional VPC or on‑prem deployment for strict data sovereignty
- Open‑weight LLMs only, avoiding reliance on closed‑API providers