Data Intelligence with a twist
Bespoke LLM, not boilerplate
We curate training data, choose the right foundation model, and fine‑tune for your domain—no “one‑size” chatbots.
Dedicated Databricks workspace
Isolated compute & storage, enterprise SLAs, SOC 2 & HIPAA‑ready controls.
Flat monthly subscription
Zero surprise invoices. One fee covers model tuning, hosting, monitoring, and first‑/second‑line support.
Continuous improvement loop
Usage analytics, feedback capture, automatic re‑training, and quality tests keep your model sharp.
Human‑in‑the‑loop safety
Retrieval‑augmented generation (RAG), guardrails, and red‑team reviews protect IP and brand.
How?
1
Discovery & Design
Align on use‑case, data sources, compliance needs, and success metrics.
2
Data & Model Build
Ingest, clean, and vectorize your data; select a foundation model (e.g., DBRX, Llama 3) and fine‑tune with Reinforcement Learning from Human Feedback (RLHF).
3
Secure Deployment on Databricks
We spin up a private workspace, register the model, configure MLflow tracking, set up feature & embedding stores, and expose REST/Chat endpoints.
4
Pilot & Hard Launch
User acceptance testing, latency/load tuning, and roll‑out to production.
5
Operate & Evolve
24×7 monitoring, drift alerts, regular retraining, and concierge support through your Trello board.
1
Knowledge Concierge
Ask “What permit do we need for rig X?” and receive a sourced answer in natural language.
2
Gen‑AI Customer Support
Auto‑draft tier‑1 responses, escalate only the edge cases.
3
Predictive Maintenance Copilot
Chat with sensor logs to diagnose anomalies faster.
4