Align, fine-tune, and deploy AI models with human-in-the-loop workflows and expert ML teams
We help organisations align and train AI models to meet real-world business, regulatory, and safety requirements.
From RLHF and fine-tuning to bias mitigation and evaluation, we combine practical consulting with experienced ML specialists and human-in-the-loop workflows to move models from experimentation to production.
👉 Deploy Alignment Teams
Flexible AI Alignment Support
- Alignment Project Teams: Deploy ML specialists, data engineers, and alignment practitioners to support RLHF, fine-tuning, and evaluation workflows.
- Permanent AI Hiring: Build internal teams by hiring ML engineers, alignment specialists, and AI researchers for long-term model governance.
AI Model Alignment Services
Human-Centered RLHF
Human reviewers and domain experts provide structured feedback to guide model behaviour, ensuring outputs align with organisational standards, safety expectations, and real user needs.
Advanced Fine-Tuning
We support fine-tuning strategies using proprietary and domain-specific datasets, including multilingual corpora, helping teams adapt models to their target markets and use cases.
Bias & Safety Auditing
Experienced specialists assess model behaviour to identify bias, unsafe outputs, or compliance risks, supporting the design of guardrails and evaluation criteria appropriate for regulated environments.
Continuous Optimization
Rather than operating models directly, we help organisations design monitoring and evaluation approaches that allow internal teams to reassess and realign models as requirements evolve.
Industry & Language Expertise
We support alignment initiatives in regulated sectors such as healthcare and finance, with specialist capability across English, Spanish, German, Portuguese, Dutch, and additional languages.
Seamless Integration Support
We support handover, documentation, and internal enablement so aligned models can be deployed, governed, and evolved by internal teams or delivery partners with confidence.
Who We Support
– AI and ML teams
– Companies building LLMs and generative AI systems
– Regulated industries (healthcare, finance)
– Organisations deploying AI in production
How Our AI Alignment Support Works
1. Assess your models, data, and risks
2. Define alignment strategy and evaluation criteria
3. Deploy ML specialists and alignment teams
4. Implement, test, and continuously improve models
Explore Our Other AI Services
AI Model Alignment & Training FAQs
We support AI model alignment through advisory-led frameworks and specialist execution. This includes guidance on RLHF, fine-tuning strategies, and safety evaluation, with experienced ML and alignment specialists placed to execute within regulated environments such as healthcare and finance.
RLHF improves performance and safety by incorporating structured human feedback into model evaluation and training. This helps align model behaviour with organisational standards, user expectations, and domain-specific requirements.
Compliance is supported through bias and safety assessments, alignment criteria, and governance design. Specialists help implement ethical guardrails and evaluation processes aligned with regulations such as GDPR and sector-specific requirements.
AI model alignment is most critical in regulated and high-risk environments, including healthcare, finance, and other sectors where explainability, safety, and contextual accuracy are essential.
Continuous alignment enables organisations to reassess and refine model behaviour as requirements evolve. By designing evaluation and re-alignment processes, internal teams can keep models effective, compliant, and aligned with business goals over time.