OVERVIEW

We design and ship AI features and automations that make products smarter and teams faster.
Our approach is pragmatic: start with the highest-impact workflows, lock down security and privacy, and deliver measurable results before scaling.

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WHAT YOU GET

• AI capability roadmap & architecture
• Prompt/agent design with evaluation harness and guardrails
• Data pipelines & connectors (CRMs, docs, email, tickets)
• Vector search & embeddings (pgvector/Pinecone/Weaviate)
• RAG, function calling, and tool orchestration
• Workflow automation (n8n/Temporal) with human-in-the-loop
• Observability: quality, latency, and cost analytics
• Documentation, runbooks, and handover

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PROCESS

1. Discovery & Opportunity Mapping — identify high-ROI use cases and KPIs
2. Data & Security Audit — sources, privacy, governance, redaction strategy
3. Architecture & Model Selection — RAG vs fine-tune, tools, guardrails
4. Pilot — rapid prototype with evals and success metrics
5. Integrations — APIs, vector stores, ETL pipelines, webhooks
6. Hardening — safety, monitoring, rate-limits, cost controls
7. Production — CI/CD, observability dashboards, scaling
8. Iterate — A/B testing, feedback loops, continuous improvement

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TYPICAL OUTCOMES

• Reduced manual workload and faster cycle times
• Personalization that lifts conversions and CSAT
• Transparent cost/quality metrics with stable SLAs
• Secure, scalable AI features that integrate cleanly with your stack