AI Training
AI Training for the model you own.
Expertluma produces the training data, human feedback, expert knowledge and other training inputs your AI system needs to improve. Your team trains or updates the model in your own environment.
What we can produce
Training data
Annotation · classification · extraction · labeling · transcription · multimodal data
Language & speech
Transcription · translation · language-pair data · terminology
Human feedback
Preference data · ranking · comparison · human judgments
Expert intelligence
Specialist knowledge · domain review · expert-produced references
AI-assisted production
AI-assisted generation and transformation with controlled human inspection
We produce the training inputs. You train the model.
For teams building AI that needs better data or better human intelligence
Head of AI, ML engineering, data science, data operations, AI product.
The model or agent needs better data, expert knowledge, human feedback or traces — at a quality the organization cannot reliably produce itself.
Matched to the system you are building
- Training data
- Annotated and structured datasets
- Speech AI
- Transcripts, speech references, and language data
- Translation AI
- Gold translations and language-pair data
- LLM improvement
- Human feedback, preferences, and rankings
- Domain AI
- Expert-reviewed knowledge and specialist data
- Multimodal AI
- Image, video, audio, and multimodal training inputs
- Data improvement
- Remediation and correction of existing training material
How training works
You own and train the AI system. Expertluma produces the controlled training inputs around it.
- 01
Define
You define what the system needs.
- 02
Produce
Expertluma assembles the required production capacity. People, and AI-assisted workflows where they belong, produce the inputs.
- 03
Inspect
Independent inspection establishes what is acceptable.
- 04
Release
Expertluma releases the training inputs with their production record.
- 05
Train
Your team trains the model.
AI training with production control
Expertluma organizes the people, expertise, production workflows, inspection, and evidence required to produce training inputs at enterprise quality. Every program can define who is qualified to perform the work, what the work must contain, how it is inspected, what gets accepted, and what is released.
- Qualified workforce
- Controlled production
- Independent inspection
- Traceable provenance
- Versioned datasets
- Human expertise
- Quality evidence
- Release records
Your model stays yours
Expertluma does not take ownership of your model or model weights. Your team controls the training environment and model development. We provide the controlled human intelligence and training inputs that feed that process.
We produce the training inputs. You train the model.
Training is only part of the lifecycle
Once your system has been updated, register the new version with Expertluma and evaluate what it actually demonstrates.