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AI Development Company

AI-First Teams

On DemandIn 24 HoursAt Scale

AI-First Engineering Teams, Delivered FasterOn DemandAt Scale

From RLHF data pipelines to production AI agents — pre-vetted engineers, ready to join your team within 24 hours.
See our AI, real estate & medtech experience →

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Our Services

AI-First Development, End to End

We lead with AI development — LLM training data, fine-tuning, evaluation and agentic systems — backed by full-spectrum engineering across web, mobile, cloud and data. Engage us through staff augmentation, dedicated teams or project-based delivery.

AI & LLM Development

LLM training and alignment (SFT, RLHF, DPO), synthetic data and evaluation pipelines, and production AI agents — RAG, MCP tool use, copilots and LLMOps.

Development

Full-stack web, SaaS and MVP development with React, Next.js, Python and Node.js, plus native and cross-platform mobile apps for iOS and Android.

Cloud & DevOps

Scalable infrastructure on AWS, Google Cloud and Azure — Kubernetes, Terraform, CI/CD, observability and GPU infrastructure for ML workloads.

Data Engineering & Science

ETL/ELT pipelines, warehouses and lakehouses, real-time streaming, analytics and BI, plus classical ML, NLP, computer vision and MLOps.

Staff Augmentation

Pre-vetted engineers in 24 hours, dedicated teams, project-based delivery and fractional CTO advisory — the engagement model that fits your roadmap.

QA, Security & Automation

Test automation with Playwright and Cypress, DevSecOps and compliance engineering (SOC 2, HIPAA, GDPR), plus workflow automation and systems integration.

Our LLM solutions

More About Us

Develop top-tier large language models.

Train, align and evaluate your models with specialized human and synthetic data — SFT, RLHF, DPO and reward modeling, custom eval harnesses and red-teaming — then ship them as production-ready AI agents.

More About Us

LLM Capabilities

Everything your model program needs.

Everything your model program needs.

From training data to evaluation to production agents.

Model Evaluation

Benchmarks, custom eval harnesses, LLM-as-judge pipelines and red-teaming to measure capability, safety and regressions.

Coding

Expert-written code data, agentic task environments and autograders that sharpen your model’s software engineering skills.

Reasoning

Step-by-step math, logic and reasoning data with rubric-based quality control for SFT, RLHF and DPO.

Industry Domain Knowledge

Domain-expert data for healthcare, real estate and other verticals, plus multilingual data creation.

Our Experience

Proven across AI, real estate and medtech.

Proven across AI, real estate and medtech.

Who we’ve worked with and what we’ve built for them.

AI & LLM Programs

Direct annotation and harness-engineering engagements, plus AI agent projects with Google, Alibaba and Microsoft, among others.

Real Estate Tech

Extensive platform work for DispoGenius, Compass, Real Brokerage and Elevated Real Estate Group.

MedTech & Healthcare

Healthcare platforms including EHR middleware, eFax pipelines and HL7/FHIR integrations.

Your Project Next

Tell us about your roadmap — pre-vetted engineers can join your team within 24 hours. Get in touch →

Let's Connect

Our Client's Testimonials

── "Ipinc team effectively integrated with our internal team project management system. The team is skilled professional technical."

    Richardo Lim
    Richardo Lim

    CTO
    Help Center

    Answers to your AI questions

    Everything you need to know about working with IPINC on AI and engineering projects.

    LLM training and alignment (SFT, RLHF, DPO, reward modeling), synthetic data generation, model evaluation and red-teaming, and applied LLM engineering — AI agents, RAG pipelines, MCP servers, copilots and LLMOps.