Services built for teams that handle sensitive data.
We build AI systems that support real workflows — intake, research, and analytics — and we deploy them where they belong: on your hardware when confidentiality demands it, on cloud APIs when it doesn't.
Core outcomes
- On-prem LLM runtimes with offline capability
- Cloud LLM builds on Claude, GPT, or Gemini
- Secure ingestion of internal documents and databases
- SQL-by-LLM for faster reporting and analysis
Service stack
Local LLM deployment
Hardware sizing, model selection, and secure runtime setup for on-prem or private cloud environments.
Cloud LLM builds
The same engineering on Claude, GPT, or Gemini — plus cost optimization and the governance controls that make third-party APIs acceptable to your compliance team.
Data ingestion & RAG
Turn PDFs, contracts, CRM exports, and SOPs into a private knowledge base with access controls.
SQL-by-LLM workflows
Natural language analytics that run inside your database perimeter with auditable query logs.
Governance & training
Policies, prompt libraries, and staff training for regulated teams.
Specialist engagements
Focused offers with their own scope, process, and pricing — for when the need is more specific than the core stack.
Retainer add-ons
One-off upgrades on top of any retainer. Retainer clients get the rates below; standalone projects are quoted higher.
| Add-on | What it covers | Typical Investment |
|---|---|---|
| Model upgrade / swap | Move to a newer or better-fit model (re-embed + re-eval where needed) | $1.5K–$3K |
| New ingestion pipeline | Add a new data source — SharePoint, email, database, contracts — with parsing + chunking | $2K–$5K |
| New collection + routing tool | Stand up a new document set and wire it into the agent's routing | $2K–$4K |
| Custom fine-tune / domain adaptation | Data prep, training, and evaluation for a task-specific model | $5K–$12K |
| Eval harness / A-B prompt testing | Set up measurable retrieval + prompt evaluation so changes are provable | $1.5K–$2.5K |
Ideal clients
Next step
Book a discovery call to identify a pilot workflow for your team.