Boutique AI Engineering Partner

Embedded AI Engineering for the High-Stakes Enterprise

We do not deliver static reports or generic chatbot wrappers. We embed Senior Forward Deployed Engineers directly into your organization to bridge the gap between experimental AI prototypes and production-ready systems.

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100% Private VPC Isolation
14 Days Onboarding to PoC
Elite FDEs Senior System Engineers
Embedded Partnership

The Forward Deployed Model

Traditional outsourcing fails in AI because context is local. Our engineers sit directly with your developers, operating within your codebase and database perimeters.

Capabilities

Embedded FDE Squads

Virtual Agent Software

Traditional Outsourcing

Off-site Consultancies

Codebase Integration
Direct repository access, production LangGraph workflows
Disconnected external wrapper applications
Data Perimeter Security
Local vector grounding within your secure VPC
Sensitive credentials exposed through third-party API gateways
Delivery Velocity
Embed-and-build sprints: PoC in 14 days
Multi-month discovery phases and siloed handoffs
Ownership & Scale
100% intellectual property transfer and upskilling
Ongoing proprietary framework licensing retainers
The AI Playbook

Bespoke AI Capabilities

Our Forward Deployed Engineers implement advanced agent structures using best-in-class frameworks and LLM governance architectures.

Multi-Agent Workflows

Designing cyclic graphs and stateful orchestration layers (using LangGraph/CrewAI) to coordinate actions across specialized sub-agent squads.

Enterprise RAG Pipelines

Building high-precision vector search databases, metadata routing, document parsing, and parent-child vector chunking inside Qdrant and pgvector.

LLM Safety & Guardrails

Deploying middleware filters (Llama Guard, NeMo) to inspect and sanitize input queries, isolate parameters, and audit model write-actions.

OBSERVABILITY TRACE

Inspect the Inner Reasoning Loops

Click a preset to view step-by-step telemetry logs of embedded agents executing commands in a secured environment.

Observability Log Viewer
FDE-Console:~$
ENGAGEMENT SQUADS

Embedded Team Allocations

Hire focused, elite technical squads that combine strategic architecture with hands-on codebase deployment.

Core

The Core Squad

Ideal for rapid prototyping and vector system integrations.

  • 1 Embedded Forward Deployed Engineer
  • 1 Solutions Architect (Part-Time)
  • 2-week onboarding to production PoC
  • Integration with CRM & vector tables
Enterprise

The Scale Unit

Ideal for complex multi-agent setups and private VPC hosting.

  • 3 Embedded Forward Deployed Engineers
  • 1 Lead Solutions Architect (Embedded)
  • 1 Dedicated Technical Project Director
  • VPC model isolation & safety guardrails
SECURITY PROTOCOLS

Boutique Data Compliance

Deploying AI agents inside highly regulated environments demands localized security architecture. We enforce strict data boundaries to keep your sensitive information private.

Isolated VPC Model

Engineers deploy local LLM instances and Qdrant clusters completely inside your AWS, GCP, or Azure Virtual Private Cloud.

PII Anonymization

Our sanitization middleware strips client names, payment details, and credentials before data is passed to model context windows.

Private IP Control

Strict access tokens ensure that no external traffic is allowed to interact with vector databases or internal API routers.

Audit Log Trail

Every sub-agent tool execution is cataloged with precise latency, token cost, input context, and API write payloads.

Initiate Technical Briefing

Provide your project constraints below. A senior solutions architect will review your parameters within 24 hours.