Enterprise AI Agents,
Engineered for Production.
Agents that don't just execute — they verify, compensate, and audit. Built for production from day one.
SAGA Orchestrator
Transactional Workflows for AI Agents
Wraps every multi-step AI agent workflow in a fully transactional SAGA with automatic compensation rollback. When step 3 of 5 fails, everything rolls back — no inconsistent state.
- Automatic rollback & compensation logic
- WAL crash recovery & SQLite persistence
- Parallel step groups & output chaining
- MCP-compatible — works with Claude & LLMs
- CLI + REST API + Docker
- Conditional steps & savepoints (Pro)
Automatic rollback & compensation logic
WAL crash recovery & SQLite persistence
Parallel step groups & output chaining
MCP-compatible — works with Claude & LLMs
CLI + REST API + Docker
Conditional steps & savepoints (Pro)
Vision QA Automation Platform
AI-Driven Test Automation with Self-Healing
On-premise AI platform that reads SRS documents, generates test cases, executes UI automation with vision-based self-healing (YOLO + GroundingDINO), validates Oracle databases, and produces rich reports.
- SRS → automated test case generation
- Vision-based self-healing (YOLO/GroundingDINO)
- Playwright + Selenium + Desktop automation
- Oracle DB validation with 5 validation types
- Real-time WebSocket dashboard
- RSA-2048 signed enterprise license system
SRS → automated test case generation
Vision-based self-healing (YOLO/GroundingDINO)
Playwright + Selenium + Desktop automation
Oracle DB validation with 5 validation types
Real-time WebSocket dashboard
RSA-2048 signed enterprise license system
Verifier Swarm
Deterministic Action-Verify Loop for QA
Multi-agent swarm that replaces UI-only test execution with a deterministic Action-Verify loop. Extracts verifiable truths from SRS, generates Actor/Judge test pairs, and validates DB state via Oracle SQL.
- Requirements Analyst → Generator → Actor → Judge
- Playwright (TypeScript) + Oracle SQL validation
- CrewAI adapter for multi-agent orchestration
- SQL allowlist safety policy (no DML/DDL)
- MCP server for Claude integration
- Automated run reports with video evidence
Requirements Analyst → Generator → Actor → Judge
Playwright (TypeScript) + Oracle SQL validation
CrewAI adapter for multi-agent orchestration
SQL allowlist safety policy (no DML/DDL)
MCP server for Claude integration
Automated run reports with video evidence
Recruiting Agent Platform
End-to-End AI Hiring Pipeline
LangGraph-powered multi-agent recruiting workflow with deterministic task graphs, human-in-the-loop gates, ATS screening, and full audit logging from email intake to offer dispatch.
- 11-agent orchestration via LangGraph
- 4 human gate checkpoints (WAIT states)
- ATS resume scoring & candidate ranking
- LinkedIn assist, document verification
- Offer dispatch & immutable audit log
- FastAPI REST + SQLite persistence
11-agent orchestration via LangGraph
4 human gate checkpoints (WAIT states)
ATS resume scoring & candidate ranking
LinkedIn assist, document verification
Offer dispatch & immutable audit log
FastAPI REST + SQLite persistence