Services / nine core systems

Bring us the operational problem.

We choose the models, tools, and architecture after we understand the work—not before.

Core systems

Choose the result.

Each engagement includes system design, testing, guardrails, deployment, and a clean handoff.

01
Autonomous Agents

AI Agents & Agentic Workflows

Deploy production-grade autonomous agents that plan, execute tool calls, and solve multi-step operational tasks.

Eliminate hundreds of manual triage and coordination hours with self-correcting agents that work inside your existing software.

LangGraphPythonFastAPIOpenAI / Claude / Gemini
02
Model Context Protocol (MCP)

Model Context Protocol (MCP) Server Development

Connect your proprietary databases, internal APIs, and enterprise SaaS directly to AI agents and developer IDEs with secure, production-grade MCP servers.

Unlock secure, real-time enterprise data access for Claude, Cursor, and autonomous agents while maintaining 100% control over database permissions, token costs, and security boundaries.

Model Context Protocol (MCP)FastMCP / PythonTypeScript MCP SDKSSE & Stdio Transports
03
Workflow Automation

Business Process Automation

Connect your tools, eliminate manual copy-pasting, and automate end-to-end business operations.

Reclaim 15+ weekly hours per team member while cutting data entry errors to zero.

n8nPythonPostgreSQLREST / Webhooks
04
Voice AI

Voice AI & AI Receptionists

24/7 intelligent inbound and outbound phone receptionists that qualify leads and book appointments.

100% call answer rate with an average 40% reduction in appointment no-shows.

VAPIRetell AITwilioDeepgram
05
RAG & Knowledge

AI Knowledge Systems & RAG

Give your team and customers reliable answers grounded in your company documents—with exact citations.

Reduce internal search time by 80% and ensure answers are backed by verifiable source citations.

pgvectorPostgreSQLPythonFastAPI
06
Document AI

Document AI & Data Extraction

Turn complex, unstructured PDFs, invoices, and financial statements into structured database records.

99%+ field extraction accuracy with an 85% reduction in document processing turnaround time.

FastAPIPythonLlamaParseOpenAI Vision
07
Systems Integration

AI Integration Services

Embed production AI capabilities into your existing software, databases, and third-party tools.

Modernize legacy software with intelligent automation without costly full-system rewrites.

FastAPINode.jsPythonPostgreSQL
08
AI Software

Custom AI Software Development

End-to-end engineering of intelligent web applications, SaaS platforms, and enterprise tools.

Launch proprietary, production-ready AI software products with complete IP ownership.

Next.jsReactTypeScriptPython
09
Audit & Rescue

AI Audit, Rescue & Optimization

Your AI system is slow, expensive, or unreliable in production. We diagnose it and fix it.

Typically 40–70% reduction in monthly token spend and sub-second response latency.

PythonNode.jsPostgreSQLLangSmith
10
Strategy & Assessment

AI Strategy & Opportunity Assessment

Evaluate AI feasibility, prioritize high-ROI automation targets, and build a concrete technical roadmap.

Clear go/no-go roadmap identifying where AI drives real profit versus where simple software is better.

Strategic EvaluationCost/Benefit ModelingArchitecture Design
Technical range

The rest of the toolbox.

Useful when the right answer is conventional software, a platform build, or a targeted integration.

Custom Engineering

Senior full-stack engineering, resilient APIs, and custom software systems.

CMS & Platforms

Fast, maintainable websites and commerce stores on modern platforms.

Search & Growth

Technical search equity, automated distribution, and customer pipeline systems.

New business / 2026

Have a process that should work better?

Bring us the bottleneck, the brittle build, or the idea. We'll give you a direct read on what to do next.