We translate unstructured complexity into autonomous advantage.
Animathos is an applied AI consultancy in Gothenburg, Sweden. We help European enterprises put AI into production: private AI agents and LLMs fine-tuned on your own data, AI marketing automation, and modernization of legacy ERP and CRM systems — from a 3-week audit to a live system in 14 weeks.
Data, process and risk audit that ends in a written specification.
A working pilot, tested against a control baseline before any rollout.
Hardened deployment, monitoring and hand-over to your team.
Models can run on-premise or in EU data centers. Your data never trains public models.
AI consulting practices
Three structural vectors engineered to decouple executive performance from human headcount constraints.
AI marketing automation engines
Replacement of disjointed agency retainers with deterministic, self-optimizing algorithmic execution layers. Automated audience synthesis, programmatic creative generation at massive scale, and real-time bid arbitration.
- + Algorithmic Audience Synthesis & Churn Modeling
- + High-Volume Programmatic Asset Pipelines
- + Deterministic Multi-Touch Marginal Attribution
- + Cross-Platform Autonomous Arbitrage Bidding
Enterprise digitalization & legacy modernization
Dissecting monolithic architectures and replacing sluggish manual operations with continuous, event-driven data fabrics. We build unified telemetry planes over ancient ERP/CRM silos without costly rip-and-replace disasters.
- + Event-Driven Microservice Wrappers for Monoliths
- + Real-Time Operational Data Fabric & Graph Sync
- + Zero-Downtime Data Pipeline Modernization
- + Automated Workflow Orchestration & RPA Hardening
Private AI agents & on-premise LLMs
Constructing strictly private cognitive infrastructures fine-tuned on company data. We operationalize multi-agent consensus networks for executive forecasting, risk pricing, and complex decision triage.
- + Air-Gapped Foundation Model Fine-Tuning
- + Multi-Agent Adversarial Consensus Protocols
- + High-Density Knowledge Retrieval (Graph-RAG)
- + Algorithmic Executive Scenario Simulation
The 4-phase AI delivery protocol
Predictable engineering stages eliminating theoretical ambiguity. From initial excavation to compounding algorithmic moats.
AI readiness & data audit
Exhaustive architectural forensic audit. We map data pipelines, evaluate latency bottlenecks, uncover hidden arbitrage points, and define strict mathematical parameters for measurable advantage.
Pilot & proof of value
A sandboxed pilot of the proposed AI agents and pipelines, tested in closed loops against a control baseline to measure whether it beats your current process.
Full-spectrum integration
Hardened production deployment into your enterprise environment. Complete real-time observability telemetry, multi-agent fail-safes, sovereign perimeter security, and hand-over to your technical staff.
Autonomous compounding
Continuous self-refinement. Deployed agentic swarms monitor feedback telemetry, re-index proprietary knowledge, and systematically optimize customer acquisition channels as market dynamics shift.
Example engagements
Logistics group: AI pricing & account reactivation
Quotes for custom multimodal freight take days, because pricing data sits in separate ERP and CRM systems. Slow quotes lose bids.
A multi-agent pricing engine that queries carrier APIs and historical margins in seconds, plus automated follow-up on lapsed accounts.
Luxury retailer: AI creative production at scale
Rising customer acquisition costs and creative fatigue across many European markets, while creative production is capped at a few dozen assets a month.
A generative brand studio that follows strict typographic and brand rules and produces localized ad variants at scale, with real-time performance feedback.
AI value estimator
Adjust a few parameters to see an illustrative value range and where an engagement would start.
Illustrative only: low end = your spend × a size factor (22%, 28% or 36% by revenue band) × a maturity factor (1.45, 1.0 or 0.85); high end = low end × 1.6. Not a forecast, offer or guarantee. Real numbers come from the Phase 01 audit.
Request a confidential AI consultation
We take on a limited number of engagements at a time, and every inquiry is read by a senior consultant.