/What We Build

Capabilities & Services

We deliver production-ready, custom AI integrations and database automation designed exclusively around the way your mid-market business operates.

/Autonomous Execution

Custom AI Agents

We engineer autonomous software agents that run complex, multi-step workflows. These agents make decisions based on historical context, utilize software tools, parse and evaluate structured and unstructured data, and intelligently loop in human operators for final approvals.

Discuss this capability

Scope of Engineering

✦Multi-agent orchestration systems (Manager-Worker architecture)
✦Autonomous tool usage (APIs, Database Queries, Web Scraping)
✦Human-in-the-loop approval gating & web interface triggers
✦Rigorous prompt evaluation, cost tracking, and model fallback logic

DeliverablesFully documented codebase, evaluation test suite, custom dashboard hooks, operational runbooks.

/Agent Orchestration

Workflow Agents

Multi-agent pipelines that chain decisions, tool calls, and human approvals across your CRM, databases, and document queues. Each agent owns a step (data retrieval, validation, transformation, escalation) and the orchestrator coordinates them end-to-end without manual bottlenecks.

Discuss this capability

Scope of Engineering

✦Multi-agent orchestration with manager-worker routing logic
✦CRM, database, and document pipeline integrations (Salesforce, HubSpot, PostgreSQL, MongoDB)
✦Intelligent document parsing, extraction, and routing (PDF, DOCX, email)
✦Webhook, message queue (RabbitMQ, SQS), and REST API coordination

DeliverablesAgent orchestration DAGs, deployment scripts, database schema layouts, secure webhook endpoints, error monitoring integration.

/Complete Data Control

Private LLM Deployment

For highly regulated industries or proprietary data constraints, we deploy advanced open-source models (like Meta Llama 3 or Mistral) inside your own secure virtual private cloud (VPC). No operational data is ever sent to third parties or used for external model training.

Discuss this capability

Scope of Engineering

✦Secure deployment in isolated VPCs (AWS GovCloud, Azure Private Link, GCP)
✦Model fine-tuning and domain-specific knowledge embedding (RAG)
✦HIPAA, GDPR, and SOC2-compliant system design
✦Hardware optimization for cost-effective local inference (vLLM, Ollama)

DeliverablesInfrastructure-as-Code scripts (Terraform), private API gateways, RAG vector database indexing.

/Operational Blueprinting

AI Strategy & Discovery Sprints

Before writing any code, we map your current operations. A 2-week paid engagement where we analyze your team’s manual processes, model potential automation ROI, and design the precise system architecture required to build your solutions.

Discuss this capability

Scope of Engineering

✦On-site or remote operational workflow shadow audits
✦Automation feasibility scoring & ROI model calculations
✦Complete system architecture diagram & schema specification
✦Detailed build phases schedule and fixed-price implementation proposal

DeliverablesInteractive workflow diagram, technical specifications document, ROI excel model, implementation proposal.

Need a bespoke custom system integration?

Our discovery sprint defines the exact scope before we write code. Schedule a call with Alex Chen to discuss compatibility.

Schedule Discovery Fit Check