Centific Tech Stack

AI data platform and LLM services for enterprise GenAI deployment

Software Development Redmond, Washington 5,001–10,000 employees Privately Held

Centific operates a data and AI services business at scale—over 150 PhDs, 4,000+ practitioners, and 1.8M domain experts distributed across 230 locales. The tech stack reveals a multi-cloud, GPU-accelerated infrastructure (AWS, Azure, GCP, CUDA, TensorRT, Jetson), while the adopting list (MQTT, OPC UA, ONVIF) signals expansion into industrial IoT and edge deployments. Replacing ChatGPT and GitHub Copilot suggests a shift toward proprietary, cost-optimized LLM alternatives rather than commercial off-the-shelf generative tools.

Tech Stack 75 technologies

Core StackAnsible Python Linux C# RAG AWS Power BI Jira Confluence Workday C++ Microsoft 365 Google Meta Excel SQL Jupyter Azure GCP Bash PXE IPMI Outlook PowerPoint Microsoft Office LinkedIn Windows WinDbg IDA Ghidra+37 more

AdoptingMQTT OPC UA ONVIF CUDA TensorRT Jetson

ReplacingGitHub Copilot ChatGPT

What Centific Is Building

◆Challenges

Improving qa processes
Ensuring compliance with global data policies
Process inefficiencies
Growing market share in generative ai
Inconsistent clinical documentation quality
Building talent pipeline
Critical service disruptions
Data governance challenges
Inefficient crowd onboarding process
Aggressive ramp-up plans

▲Active Projects

Clinical prompt template design
Training data programs
Indonesian>malay localization project
Initial poc for edge operations vendor queries
Prompt experiment execution
Crowd onboarding process optimization
Prompt experiment a/b testing
Community engagement program
Co-create business cases
Market-driven workforce solutions

Hiring Activity

Accelerating75 roles · 45 in 30d

Department

Engineering

Data

Ops

Sales

Research

Support

Finance

Seniority

Mid

Senior

Junior

Manager

Lead

Director

Intern

Notable leadership hires: Automation Lead

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About Centific

Centific provides data curation, fine-tuned LLM engineering, and RAG pipeline services to enterprise and tier-1 AI companies. The company claims to reduce GenAI deployment costs by up to 80% and accelerate time-to-market by 50% through domain-specific pre-trained models and vector database infrastructure. Operations span 11+ countries, with active hiring clusters in engineering, data, and ops roles. Current focus areas include clinical NLP workflows, localization across Southeast Asian markets, edge compute orchestration, and crowd-sourced training data pipelines.

HeadquartersRedmond, Washington

Company Size5,001–10,000 employees

Hiring MarketsUnited States, Singapore, Serbia, United Kingdom, Malaysia, Germany, Indonesia, India

Frequently Asked Questions

What is Centific's tech stack?

Core: Python, C#, C++, SQL, AWS, Azure, GCP. ML/GPU: CUDA, TensorRT, Jetson. Data: RAG, vector databases. Emerging: MQTT, OPC UA (industrial IoT), ONVIF (edge cameras).

What is Centific working on?

Clinical NLP templates, training data programs, Indonesian-to-Malay localization, edge operations vendor integration, prompt A/B testing, crowd onboarding automation, and workforce solution case studies across 230 locales.