Services
Four practice areas. One decision stack.
An integrated team delivers every engagement, assembled from the Marduk Decision Stack. What we build for you compounds instead of becoming one-off bespoke work.
Operational Intelligence
Predict risk, detect anomalies, and drive recommended actions across your operational workflows.
- Demand & failure forecasting
- Anomaly detection
- Risk scoring
- Alert triage workflows
Applied GenAI
Grounded copilots and workflow automation, designed with evaluation and guardrails instead of hype.
- Domain copilots
- Document intelligence
- Workflow automation
- Evaluation harnesses
Data Foundation
Ingest from your ERP, spreadsheets, and internal tools. Unify definitions. Make the source of truth usable.
- Ingestion pipelines
- Business ontology
- Metric unification
- Data quality plans
MLOps & Governance
Monitoring, drift awareness, audit trails, access control, and reliability built into every delivery.
- Model monitoring
- Audit trails
- Access control
- Incident playbooks
Engagement Model
Pilot first. Scale on proof.
Pilot
2-6 weeks, fixed scope
One outcome, one decision workflow, one ROI scoreboard. Exports-first so nothing waits on IT.
Deployment
Subscription
The pilot hardens into a production system with monitoring, governance, and a predictable operating cadence.
Expansion
By module, site, or use case
New capabilities assemble from the same Decision Stack: growth without bespoke chaos.