Enterprise AI Agents,
Engineered for Production.
From transactional workflow orchestration to vision-based QA automation. Agents that don't just execute — they verify, compensate, and audit.
SAGA Orchestrator
Transactional Workflows for AI Agents
Wraps every multi-step AI agent workflow in a SAGA with automatic rollback. When a step fails, everything compensates — no inconsistent state, ever.
↳ PyPI · 143 tests passing · MCP compatible
Vision QA Platform
AI Test Automation with Self-Healing
Reads SRS docs, generates test cases, and executes UI automation with YOLO + GroundingDINO vision self-healing. Oracle DB validation built-in.
Verifier Swarm
Deterministic Action-Verify Loop
Multi-agent swarm with Actor/Judge pairs. Requirements Analyst extracts verifiable truths, Actor executes Playwright tests, Judge validates Oracle SQL state.
ExploreRecruiting Agent
End-to-End AI Hiring Pipeline
LangGraph-based 11-agent platform with ATS scoring, human gate checkpoints, document verification, and autonomous offer dispatch with full audit trail.
⚠ WAIT gate — human approval required
ai-human
Autonomous AI Agent. Offline. Self-Modifying.
Fully autonomous AI agent that operates your computer like a human worker — self-modifying code, runtime tool creation, peer networking. 100% offline via Ollama.
ai-human.
Your Agent. Your Machine.
A fully autonomous AI agent that operates your computer like a human worker — self-modifying code, runtime tool creation, peer networking. 100% offline via Ollama. MIT licensed.
Self-Modifying Code
Rewrites its own source with AST validation and automatic rollback on failure.
Runtime Tool Creation
Generates new Python tools on demand with security scanning before execution.
Fully Offline
Runs entirely via Ollama — no cloud calls, no API keys, no internet required.
Hardware Adaptive
Auto-detects RAM: 4GB → TinyLlama 1.1B, 16GB+ → Mistral 7B / LLaVA 13B.
Peer Networking
mDNS discovery lets multiple agents share learned knowledge across a LAN.
Voice Control
"Hey AI" wake word with fully offline speech-to-text and text-to-speech.
From SRS
To Production Agent.
Our four-phase delivery process ensures every enterprise AI agent is safe, transactional, and verifiable.
Discovery
Deep analysis of enterprise requirements — SRS ingestion, system boundaries, and agent task graph design.
Architect
Multi-agent workflow design with LangGraph, SAGA transaction boundaries, human gate placement, and rollback compensation logic.
Build & Verify
Agile development with Actor/Judge test pairs, Oracle DB validation, vision self-healing, and WAL crash recovery.
Deploy
On-premise or Docker deployment, RSA-signed enterprise licenses, gRPC + REST APIs, and MCP server integration.
Ready to
Architect Intelligence?
Transform your enterprise with AI systems that learn, adapt, and deliver measurable impact.
Initialize
Your Agent.
Whether you need a transactional SAGA orchestrator, a vision-driven QA platform, or a full autonomous recruiting pipeline — we architect enterprise AI agents built for production.