RLHF &
model evaluation
Human judgment that helps models become more useful, accurate, and aligned with your goals.
- Preference ranking & SFT examples
- Factuality, reasoning & safety review
- Rubric design & evaluator calibration
Expert people. Purposeful AI.
PHILIPPINES / GLOBAL COLLABORATIONHuman expertise.Better AI.
The right minds behind your models.
We connect domain expertise, precise human feedback, and practical engineering to move AI forward.
01 / RLHF & evaluation02 / Multimodal data03 / Agentic AIHUMAN-LED. QUALITY-DRIVEN.
01 / What we do
From raw data
to real capability.
We support the work behind reliable AI: creating training data, evaluating model behavior, and building tools that put intelligence to work.
RLHF &
Multimodal
data annotation
Detailed, consistent labels across text, images, video, speech, and music.
- Scene, action & event annotation
- Speech, transcription & music QA
- Image & audio-visual evaluation
Agentic AI &
workflow development
Practical assistants and connected workflows built around how your team actually works.
- AI assistants & retrieval workflows
- API integration & model orchestration
- QA tools & operational automation
02 / Professionals across domains
Specialist minds.
Shared ambition.
AI needs people who understand the subject. We match projects with the professional knowledge, language skills, and evaluation experience the work requires.
Medical & healthcare
Healthcare specialists · Physical therapists · Medical transcription reviewers
Medical terminology, rehabilitation content, clinical-text annotation, and healthcare response evaluation.
Legal & policy
Legal professionals · Legal researchers · Document reviewers
Legal terminology, contract-content extraction, document classification, and source-grounded review.
Finance & business
Finance specialists · Business analysts · Operations professionals
Financial and business content, professional reasoning, process documentation, and workflow evaluation.
Engineering & technology
Engineers · Software developers · AI specialists
Technical reasoning, code evaluation, engineering content, agent development, and system integration.
Education & languages
Educators · Subject specialists · Language reviewers
Academic content, learning materials, translation review, localization, and multilingual model evaluation.
Multimedia & human data
Video annotators · Audio & music evaluators · QA leads
Scene understanding, speech quality, visual preference judgments, annotation training, and managed QA.
Specialist availability, qualifications, and project fit are confirmed during scoping.Find the right team ↗
PRECISION IN THE DATA.
PEOPLE AT THE CORE.
03 / Our approach
Good judgment.
At every step.
Hands-on project leadership, clear guidelines, and multiple stages of review make quality part of the process.
Start with a focused pilot ↗Define the work.
Align on the task, examples, scoring anchors, delivery format, and acceptance criteria.
Match the expertise.
Identify domain and language requirements, assess project fit, and calibrate evaluators.
Review with rigor.
Combine initial annotation, senior review, issue adjudication, and technical validation.
Deliver. Learn. Improve.
Resolve exceptions, verify corrections, and deliver structured outputs with useful quality findings.
04 / Let’s get to work
Your next AI
project starts
with a conversation.
Tell us what you’re building, where you need expertise, and what success looks like. We’ll help shape the right team and approach.
Email Aces acesintelligenceph@gmail.com