Work

Engagements shaped by regulation, scale, and real workflows

Representative programs across banking, healthcare, GTM systems, and enterprise operations — always with grounded AI and human review where it matters.

Banking

GenAI Knowledge Assistant for Relationship Managers

Multi-tenant RAG + HITL copilot for product, policy, and customer-context questions — with access-scoped retrieval, PII minimization, and compliance-aligned design.

RAG
HITL
IAM/KMS
Core banking APIs

Healthcare

Clinical Documentation & Workflow Copilot

HIPAA-aligned GenAI layer on a multi-facility EMR: chart summarization, documentation drafts, and care-team escalation with clinician verification before write-back.

FHIR/HL7
PHI controls
EMR integration

Sales & GTM

AI-Enabled Revenue Engagement Platform

CRM-centric architecture connecting inbound capture, enrichment, scheduling, and GenAI outreach drafts — reviewed by sales before send.

HubSpot/Salesforce
Webhooks
Analytics

Enterprise

On-Prem Knowledge LLM Hub

Private Qwen hosting on constrained GPU infrastructure with RBAC gateway, audit logging, grounded RAG, and MCP tool adapters for ERP/CRM/ITSM actions.

On-prem LLM
MCP
Quantization

Operations

AI Claims & Document Ops Copilot

Hybrid on-prem + Private Link inference for classification, extraction, exception triage, and agentic back-office automation with human approval on writes.

Document AI
RPA handoff
HITL

Tell us what you’re building.

Architecture reviews, transformation roadmaps, and delivery teams that integrate with your estate.

Contact SanMur Tech