No Snake Oil. Real AI.
From implementation to analytics to infrastructure visibility, we deliver AI consulting grounded in real-world experience. Every recommendation comes from systems we have built ourselves.
AI Literacy
Teach your team what AI actually is
Most companies know they need AI but do not know what it can actually do, what it cannot, or how to evaluate what vendors are selling them. We come in and train your people: role-specific workshops, hands-on exercises, and honest conversations about limitations. Your team leaves knowing enough to make real decisions.
What's Included
- Executive briefings on AI capabilities and limitations
- Role-specific training for technical and non-technical staff
- Hands-on workshops with real AI tools
- Vendor evaluation frameworks
- AI policy and responsible use guidelines
# AI Literacy training program program: name: enterprise-ai-literacy format: on-site + remote modules: - title: What AI Actually Is audience: all-staff duration: 2h - title: AI for Your Role audience: role-specific duration: 3h - title: Evaluating AI Vendors audience: leadership duration: 2h - title: Hands-On with AI Tools audience: all-staff duration: 4h outcome: team makes informed decisions
AI Implementation
Adopt and deploy AI systems that work
We help companies move from "we should use AI" to production systems that deliver real value. From evaluating which models fit your use case to building the pipelines, integrations, and monitoring that make AI reliable in the real world.
What's Included
- Model selection and evaluation
- RAG pipelines and retrieval systems
- API integration with existing infrastructure
- Production deployment and monitoring
- Testing and validation frameworks
# RAG pipeline configuration pipeline: name: product-knowledge-base embeddings: model: text-embedding-3-large dimensions: 1536 retrieval: strategy: hybrid top_k: 10 rerank: true llm: provider: anthropic model: claude-sonnet-4-6 max_tokens: 4096
Data Analytics Using AI
Turn your business data into decisions
AI is exceptionally good at finding patterns humans miss. We apply machine learning and LLM-powered analysis to your business data to surface insights, detect anomalies, and generate reports that actually drive decisions.
What's Included
- Pattern recognition and anomaly detection
- Automated reporting and summaries
- Predictive analytics and forecasting
- Natural language data querying
- Custom dashboards and visualizations
-- AI-powered anomaly detection SELECT department, month, spend, ai_anomaly_score(spend, 0.95) AS score, ai_explain(spend_delta) AS reason FROM monthly_costs WHERE ai_anomaly_score(spend, 0.95) > 0.8 ORDER BY score DESC; -- Result: -- engineering | 2024-03 | $42,100 -- score: 0.94 -- reason: "GPU cluster autoscaled 3x -- during model retraining window"
Citadel
Self-hosted AI usage visibility platform
A proxy that sits between your infrastructure and AI providers like ChatGPT, Claude, Gemini, and Bedrock. Citadel gives you cost center visibility into what you are actually spending on AI, who is using it, and whether you are getting value. Self-hosted: your data stays yours.
What's Included
- Self-hosted proxy for all AI providers
- Cost tracking per team, project, and model
- Usage analytics and consumption trends
- Budget enforcement and policy controls
- Full audit trail on your infrastructure
$ citadel start Citadel proxy running on :8080 Dashboard available at :3000 $ citadel status providers: 3 connected teams: 5 active requests: 12,847 today spend: $1,240.33 MTD top model: claude-sonnet-4-6 (68%) alert: engineering at 82% of budget
How We Work
A straightforward process built on honesty and incremental delivery.
Discovery
We learn your business, your pain points, and your goals. No assumptions.
Honest Assessment
We tell you what AI can do, what it cannot, and what it will cost. No sugarcoating.
Build & Ship
Working software, incremental delivery, real results you can measure.
Ready for an honest assessment?
Tell us about your business and we will tell you what AI can actually do for you. If the answer is "not much right now," we will say that too.
Get an Assessment