Ecosystem Features
Everything you need to
ship code with AI.
A complete ecosystem for autonomous engineering — not just another code assistant.
Everything you need to
Jira webhook
ticket trigger
Dashboard
real-time · approvals
orqi CLI
REST · stream
↓ ↓ ↓
GUARDRAILS
8 categories
NIS2 · SOC2 · ISO
API SERVER
REST · auth · WebSocket
jobs · rules · knowledge
ORCHESTRATOR
Workflow engine
durable · parallel · reliable
WORKER
Activity runner
LLM · tools · git
DELIVERY
GitLab MR · GitHub PR
Slack notify
JOB TRACE
input → api → orchestrator → worker → experts → MR ✓
DATABASE
persistent · audited
jobs · agents · guardrails
70+ EXPERT AGENTS
INTELLIGENCE
conventions · patterns
auto-detect · adapt
GOALS
company → project
→ task hierarchy
live job trace data flow API(blue) · Orchestrator(purple) · Worker(green) · DB(slate) · Agents(mixed)
① Input arrives — Jira webhook, Dashboard, or CLI triggers a job via the API server
② Orchestrator dispatches — Temporal workflow coordinates worker, experts, and guardrails
③ Gold trace completes — a live job trace follows the full path from input to MR delivery
Core Engine
7Job Pipeline
Enrich, decompose, execute in parallel — with human approval at every gate.
Expert Agents
77+ domain-specific AI specialists across 11 categories with framework-specific expertise and fallback chains.
Workflow Templates
14 configurable workflow templates — feature development, security audits, incident response, SWE-bench Verified, and more.
Guardrails
Layered constraints that keep agents within safe boundaries.
Agentic Tool Use
52 native tools with lazy schema loading — 99% less token overhead per run.
Toolkits & Capabilities
Enforced tool boundaries per expert. Reviewers get read-only tools, developers get full access. Real enforcement, not labels.
Intelligent Tool Context
Agents discover and load tool schemas on demand. Start with 2 meta-tools, grow to exactly what the job needs.
Intelligence
6Knowledge Management
AI that draws from your documentation, conventions, and expertise.
Project Genome
Auto-detect and enforce your project's conventions.
Benchmark Lab
Measure and compare agent quality across models.
Groups
Organize projects into teams with shared guardrails, genome traits, and expert preferences.
Skill Documents
AI agents that teach themselves — versioned procedural knowledge that evolves after every job.
Self-Improving Platform
Every job makes Orqista smarter. Skills evolve from failure, success, and discovery — building institutional knowledge that compounds over time.
Developer Tools
3Operations
8Multi-Model Support
Use any AI provider. Switch freely. No vendor lock-in.
Integrations
Connects to your existing tools with an open adapter architecture.
Routines
Schedule any workflow with cron. Overlap prevention, catch-up, and full run history.
Goal Hierarchy
Company → project → task goals injected into every expert agent job.
Security & Compliance
Self-hosted, encrypted, GDPR-compliant by design.
Compliance Center
Enterprise compliance for NIS2, SOC2, ISO 27001, HIPAA, and PCI-DSS. Automated evidence collection, audit trails, and gap analysis.
Project Inception
Structured intake conversation that locks in compliance, deployment topology, dependencies, and success criteria before development begins.
Initiatives & Phases
Organize strategic work into initiatives and time-bounded phases. Track progress from spec to delivery across the full project lifecycle.
See the platform in action
Request early access and we'll walk you through a live demo of every feature.
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