TECH STACK & INTEGRATIONS
Model-agnostic. Enterprise-integrated. Deployed in your environment.
We don't lock clients into a specific AI provider or cloud platform. We select the best option for your use case, compliance requirements, and existing infrastructure.
AI MODELS
We are model-agnostic — the right model depends on your use case, data sensitivity, and compliance requirements.
OpenAI GPT-4o
Default for most document and conversational workflows — strong reasoning and instruction-following
Anthropic Claude
Preferred for long-document analysis, contract review, and compliance-sensitive applications
Google Gemini
Used for multimodal workflows requiring image and document understanding together
Meta Llama 3
On-premises deployments — fully air-gapped with no external API calls
Mistral
On-premises deployments where lower resource requirements are needed
CLOUD PLATFORMS
All cloud deployments go into your own account. DeView does not operate shared cloud infrastructure for client workloads.
Amazon Web Services (AWS)
Bedrock, Lambda, RDS, S3 — primary cloud for clients in finance and lending
Microsoft Azure
Azure OpenAI Service, Azure AI Foundry — preferred for clients with existing Microsoft licensing
Google Cloud Platform
Vertex AI, Cloud Run, BigQuery — used for clients with existing GCP relationships
On-premises / private cloud
For fully air-gapped regulated deployments — Llama 3 or Mistral on client infrastructure
ENTERPRISE INTEGRATIONS
AI that doesn't connect to your systems doesn't solve your operational problems. We build native integrations with the platforms already in use.
Salesforce / HubSpot
CRM read and write — account context retrieval, ticket creation, case updates
SAP / Oracle ERP
ERP data access for financial and operational data pipelines
SharePoint / Google Drive
Document library ingestion for knowledge assistants and contract review
Confluence / Notion
Internal wiki ingestion for knowledge assistants
SQL databases
Read-only service account connections for reporting and analytics
Slack / Microsoft Teams
Notification routing and team alert delivery
Email (IMAP/SMTP)
Inbound document and query intake from email channels
Tableau / Power BI / Looker
BI tool connections for reporting copilot data access
VECTOR & RETRIEVAL
Retrieval-Augmented Generation (RAG) is how we give AI access to your specific documents without it hallucinating information.
Pinecone
Managed vector database for knowledge assistants and document search
Weaviate
Self-hosted vector database for on-premises RAG deployments
pgvector (PostgreSQL)
Vector search within existing PostgreSQL databases — lower operational overhead
LangChain / LlamaIndex
Document chunking, embedding pipelines, and retrieval orchestration
INFRASTRUCTURE & MLOPS
Production AI requires monitoring, drift detection, and evaluation pipelines — not just a model and an API key.
Docker / Kubernetes
Container orchestration for scalable, reliable production deployments
Supabase (PostgreSQL)
Audit logging, project management, and client portal data
Next.js / Node.js
Application layer for AI-powered interfaces and API routes
Resend / Web3Forms
Email delivery with multi-tier fallback
Netlify / Vercel
Deployment hosting for web interfaces and API endpoints
Regulatory frameworks we design for
| Framework | Region | How we address it |
|---|---|---|
| GDPR | EU / EEA | Data residency, processing agreements, audit trail, deletion rights |
| PDPO | Hong Kong | Primary jurisdiction — data handling, retention, and security requirements |
| MAS TRM | Singapore | Technology risk management for financial institutions |
| HKMA | Hong Kong | On-premises deployment options for regulated banking data |
| FCA | United Kingdom | Consumer duty alignment, explainability, human-in-the-loop requirements |
| CCPA | California / US | Data access controls, consumer rights compliance |
DeView does not currently hold SOC 2 or ISO 27001 certifications. Architecture documentation and completed security questionnaires are available on request for enterprise procurement.
Have specific stack requirements?
Tell us your existing systems and any compliance constraints. We'll tell you how we'd approach it and whether there are any gaps.