Factory
A self-improving, agent-native system that automates your entire software development lifecycle.
Enterprise·Technical·Powered by Model-agnostic (supports multiple LLM backends)·API available
Key strengths
Full SDLC automation from triage to monitoringModel-agnostic with support for multiple LLMsFlexible deployment: SaaS, Hybrid, On-Prem, and Air-GappedSelf-improving system via continuous signal ingestionHigh-throughput code generation with built-in validation gates
Enterprise pricing
Self-hostable
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Technical Setup & Integration
Deployment Options
Factory supports four sovereign deployment models:
- SaaS — Fully managed, zero operational overhead.
- Hybrid — Cloud control plane with your own compute layer.
- On-Prem — Entirely within your data center.
- Air-Gapped — No external network access; suitable for regulated industries.
All modes run on AWS, Azure, and GCP.
Model Configuration
Factory is model-independent. You can assign different LLM backends per stage, tuning for:
- Reasoning — for complex triage and planning tasks
- Speed — for rapid code generation
- Cost — for high-volume validation checks
- Context window — for large-codebase operations
Pipeline Stages & Automations
Each stage exposes automation slots and KPI telemetry:
Stage | Automations | Key Metrics
------------|-------------|-----------------------------
Triage | 4 | Tickets triaged, queue burn
Code Gen | 18 | Lines of code/day, PRs in review
Validate | 11 | PR pass rate, cycle time
Release | 5 | Deployments/week, pass rate
Document | 2 | Docs/week, page count
Monitor | 5 | MTTR, token efficiency, incidents
API & Docs
Full developer documentation is available at the Docs portal linked from factory.ai. Factory exposes APIs for signal ingestion, automation configuration, and KPI retrieval, enabling integration with CI/CD pipelines and internal tooling.