01
AI Opportunity Mapping
Workshops and field research quantify value, align stakeholders, and prioritize high-leverage workflows.
What We Do
Full-spectrum AI delivery—from strategy to scale.
Our modular engagements align leaders, data scientists, and engineers to accelerate impact while keeping governance intact.
02
Data + Platform Engineering
Lakehouse modernization, vector search, and streaming architectures ready your data for decision-grade AI.
03
Model Development
Fine-tuning foundation models, RAG pipelines, and multimodal agents fine-tuned to your proprietary datasets.
04
AI Product Design
Human-centered research informs intuitive copilots, dashboards, and automation experiences.
05
MLOps & Observability
CI/CD for ML, model drift detection, and policy-based controls to keep production models reliable.
06
Responsible AI
Bias testing, audit trails, and regulatory playbooks keep innovations compliant and trusted.
Engagement rhythm
Week 1-2
Discovery
Field interviews, system audits, and value modeling.
Week 3-4
Design + Prototype
Concept sprints, model baselines, and UI flows.
Week 5-8
Build
Model tuning, integration, user testing, and security reviews.
Week 9+
Launch + Iterate
Production rollout, telemetry, and knowledge transfer.