Services
AI delivery
Corpshore is an AI partner as well as a data provider. We deliver high-quality training data, model evaluation and practical implementation, with the scale and quality control that modern AI demands.
What it is
AI is only as good as the data and human judgement that shape it. AI delivery covers the specialist human work behind a good model: annotating, evaluating, correcting and tuning, with processes that make quality measurable at scale.
What we deliver
We deliver data annotation, multilingual training data, RLHF and model evaluation, intelligent document processing, conversational AI and implementation consulting. Mexico's bilingual depth and growing data-talent base make this a service in expansion.
Why Mexico for this service
Mexico's Spanish and English bilingual depth is a direct asset for multilingual training data, and the time-zone overlap lets teams iterate in real time with model teams in the United States. Mérida, with its workforce stability and growing services economy, is well suited to AI data work where retention and consistency matter.
Services in this line
Each line is delivered from Mexico as a group capability. We confirm the exact scope for your operation with you during discovery.
AI data annotation and labelling
Text, image, audio and video labelling with clear guidelines, double review and measured quality.
Multilingual training data
Data in Spanish and English and other regional languages, with assessed speakers and cultural nuance.
RLHF and model evaluation
Human feedback, response comparison and evaluation of model quality, safety and helpfulness.
Computer vision data services
Segmentation, bounding boxes, keypoints and image and video classification at scale.
Conversational AI and chatbot development
Intent design, training and tuning of assistants and bots, with continuous evaluation.
Intelligent document processing
Document extraction, classification and validation with a human in the loop and audited accuracy.
AI-augmented CX and agent assist
Agent assist, summaries and suggested responses, with human oversight and service improvement.
Content moderation and classifier training
Labelling and moderation to train safety classifiers, with clear policies and team wellbeing.
AI consulting and implementation
From use case to launch: design, proof of concept and practical integration of AI into your operation.
Languages
Spanish and English as the core pairing for multilingual data, with assessed levels. Additional regional languages subject to confirmed availability.
Best-fit cities
Mérida for AI data work with high retention and consistency, Mexico City for multilingual and specialist projects, Monterrey for AI applied to industry.
LocationsIndustries
Technology and SaaS, financial services, healthcare, retail and e-commerce, automotive, manufacturing and media.
IndustriesTechnology and tools
Leading annotation platforms and your own environment, with data version control, quality metrics and review flows configured to your definition of quality.
Process
- 1
Definition: we agree the guidelines, taxonomy and definition of quality with your team.
- 2
Calibration: we train and calibrate annotators against a reference standard.
- 3
Production: we annotate and evaluate at scale with double review and agreement controls.
- 4
Assurance: we measure inter-annotator agreement and audit samples continuously.
- 5
Iteration: we refine guidelines and models with the feedback from each cycle.
Security and compliance
Data handling under the LFPDPPP and the group frameworks, with data segregation, access control and traceability. Sensitive data is handled with reinforced protocols and specific agreements.
Outcomes
- Training data with measured quality and high inter-annotator agreement.
- Real-time iteration with model teams in North America.
- Flexible scale with knowledge retention across cycles.
Frequently asked questions
Other service lines
Let us design your operation
Book a discovery call or request a tailored proposal. We answer nearshore enquiries within six hours.