AI & Data
AI strategy, model integration, analytics, and data infrastructure. We help you turn business data into usable systems, without locking the solution to one model vendor or framework.
What we offer
Model Integration
Connect hosted, open-source, or private models into product workflows with thoughtful prompts, context, evaluations, privacy, and cost controls.
AI Co-pilots & Assistants
Build conversational and workflow assistants that feel native to your product, with memory, permissions, handoffs, and human review where needed.
Data Pipelines
Batch and real-time workflows that clean, enrich, move, and prepare data for reporting, automation, and AI use cases.
Predictive Analytics
Forecasting, anomaly detection, recommendations, scoring, and decision-support models that can be measured against business outcomes.
Knowledge & Search Systems
Semantic search, retrieval-augmented generation, document intelligence, and knowledge bases using the right storage and indexing approach.
Custom ML Systems
Classification, regression, clustering, ranking, and domain-specific models built, evaluated, deployed, and monitored for your use case.
AI & data coverage
We design around model fit, governance, latency, cost, and the quality of your data, not around a single AI vendor.
Model Strategy
- Hosted and open models
- Prompting and context design
- Evaluation and guardrails
- Latency and cost optimization
Data Platforms
- Warehouses and lakehouses
- Vector and semantic indexes
- Streaming and batch pipelines
- Data quality and lineage
ML & Analytics
- Dashboards and reporting
- Forecasting and scoring
- Experimentation and metrics
- Deployment and monitoring
Common use cases
Customer Support Automation
AI-powered chatbots and ticket routing. Handle 80% of support without human touch.
Sales & Marketing Intelligence
Lead scoring, churn prediction, and campaign optimization powered by ML.
Data Democratization
Self-service analytics dashboards. Business teams ask questions, AI finds answers.
Quality & Compliance
Anomaly detection in transactions, fraud prevention, automated compliance monitoring.
What we don't do
AI is powerful, but it's not magic. We're honest about what works.
- ✗Train models on toy datasets and call them "production-ready." We use real data at scale.
- ✗Promise AI without human oversight. Models fail. We design systems for human-in-the-loop workflows.
- ✗Build AI features that ignore latency, cost, or privacy. We optimize for real-world constraints.
Ready to add AI to your product?
Let's talk about where AI creates real value for your business.
Schedule a Discovery Call