Production AI
solutions for enterprise
Custom AI solutions with SOC 2‑aligned governance and security controls. Launch pilots in 2–6 weeks. Measure 3–6x ROI.
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Solutions & industries
Built for teams that need measurable outcomes
Pick a solution area to see how Swenum applies AI safely and reliably, from pilot to production.
Finance AI
Risk, forecasting, anomaly detection, and decision automation for high-stakes finance teams.
iGaming AI
Personalization, retention, and revenue optimization—built for real-time gaming operations.
Marketing AI
Lead intelligence, content automation, and attribution insights that improve pipeline quality.
Sales AI
Proposal automation, next-best-action, and deal coaching to increase close rates.
Outcomes
Clear metrics. Real business impact.
Modern AI projects succeed when they ship fast, stay governed, and deliver measurable improvements to revenue and productivity.
Core capabilities
Production-ready AI infrastructure
Every capability is designed for enterprise scale, security, and measurable ROI.
Custom AI Agents
We build custom agents that integrate with your data, tools, and workflows to solve specific business problems.
- CRM integrations
- Real-time decisioning
- Human-in-loop
Production Governance
SOC2-ready pipelines with drift monitoring and A/B testing for reliable production AI.
- Model monitoring
- Drift detection
- A/B testing
Enterprise Integrations
PostgreSQL, Snowflake, Salesforce, HubSpot, and 100+ custom APIs for your stack.
- PostgreSQL, Snowflake
- Salesforce, HubSpot
- Custom APIs
Structured Delivery
Discovery → pilot → production → optimization with clear milestones and ROI tracking.
- 2–6 week pilots
- Clear milestones
- ROI measurement
Works with your stack
Framework-agnostic agents that adapt to your infrastructure. We find the optimal integration path for your specific tech stack and deployment requirements.
SQL Databases
Data Layer
PostgreSQL, MySQL, SQL Server - ACID transactions + vector search
Data Warehouses
Analytics
Snowflake, BigQuery, Redshift - zero-copy ML serving
CRM Systems
Customer Data
Salesforce, HubSpot, Dynamics - real-time scoring
API Frameworks
Backend
FastAPI, Flask, Express - agent endpoints at scale
Marketing Platforms
Growth
Marketo, Klaviyo, Braze - personalized campaigns
Container Platforms
Deployment
Docker, Kubernetes - production agent orchestration
Cloud Providers
Infrastructure
AWS, GCP, Azure - serverless + managed services
Caching Layers
Performance
Redis, Memcached - sub-ms agent state management
Ready to see what Swenum can do for your team?
1–2 week discovery. Clear proposal + roadmap. No commitment required.
- 1–2 week discovery
- Clear milestones
- Production support
- ROI measurement