Research & Development

elfware Labs — the automation research behind mojoh

elfware Labs explores code-printing automation, metadata-driven architecture, and adaptive integration. This R&D is the foundation of mojoh — a standalone enterprise knowledge platform.

Technology network visualization representing elfware Labs R&D in automation and metadata
40-60%
Faster Integration
300+
Pipelines Migrated
8 wks
Pilot Timeline

R&D that powers mojoh

The elfware Labs team continues to advance the automation science behind mojoh's AI operating layer—including adaptive schema migration, low-code model generation, and metadata lineage tracking.

Code-printing automation

Model-to-code generation for APIs, UI, and services with automated testing and validation.

Schema propagation & self-healing APIs

Safe change management across systems with automated schema synchronization.

Metadata lineage, RBAC & rollback

Governance for regulated environments with full audit trails and rollback capabilities.

Adaptive integration fabric

Re-usable adaptors that reduce connector sprawl and accelerate integration delivery.

From R&D to product

Our automation research evolved into mojoh, the live enterprise knowledge model and AI operating layer. mojoh is offered independently; elfware delivers deployments, integration, and change management on top of the platform.

See also: Platform Services All Services About elfware

mojoh-powered adaptors & collateral

elfware's adaptor library and code-printing collateral are now mojoh-powered, enabling faster pilots and safer enterprise rollouts. For design partners, we offer an 8-week pilot: model your key metadata, implement 3 workflows, and deliver an ROI dashboard.

Proof points (selected)

  • Replatformed 300+ pipelines in weeks (pilot) with schema-safe rollouts.
  • Reduced integration build time by 40–60% via re-usable adaptors.
  • Fewer incidents and faster change approvals with lineage + rollback.

Note: Where client confidentiality applies, details are anonymised. References available under NDA.

Open technology

We are preparing lightweight examples and references. Subscribe for updates or contact us for private demos.

Collaborate with elfware Labs

Interested in co-research or becoming a design partner on mojoh? Get in touch.

Contact elfware Labs

Platform powered by mojoh — the live knowledge model for enterprise automation.