For Companies
Hire Engineers Who Actually Deliver — Not Just Interview Well
Whether you're a growing mid-size team or a large enterprise, the problem is the same: finding engineers who perform in production, not just on paper. We assess every engineer through AI evaluations and expert review before they ever reach you.
Roles We Fill
Why Hiring Cloud & AI Talent Is Broken
Great Resumes, Poor Results
Strong interviews don't always translate to strong performance. You're stuck re-hiring 3 months later — burning time, money, and team morale.
Agencies Send Generalists
Traditional staffing firms don't understand Cloud & AI. You get resumes, not engineers who can ship.
Scaling Takes Too Long
From job posting to productive team member takes 3–6 months. Projects stall, deadlines slip, competitors move faster.
Why Companies Choose TAG AI
We're not a staffing agency. We're a talent matching and assessment platform — offering both managed services with full project governance and staff augmentation with pre-assessed engineers.
Fast Matching
Meet pre-assessed engineers in days. No months of searching and screening.
AI + Human Validation
Every engineer passes AI-powered technical interviews and expert practitioner review. No guesswork.
Built for Every Scale
From a 20-person team adding their first ML engineer to enterprises scaling AI across departments.
Production-Ready Talent
Engineers who've shipped real systems — not just completed tutorials. Proven in production environments.
Managed Services or Staff Aug
Need a fully managed team with project governance? Or individual specialists embedded in your team? We offer both models.
Global Talent, Local Fit
Access engineers from our curated global network — timezone-aligned and culturally aligned to your team.
Transparent Pricing & Onboarding
No hidden fees. No surprises. You see exactly what you pay — and we help your new engineers hit the ground running.
Transparent Pricing
Both clients and engineers see the rate and our markup — fully transparent. No hidden fees, no placement charges, no surprise costs. Volume pricing available for multi-role engagements.
Fit Guarantee*
Every engagement starts with a 2-week fit guarantee. If it's not the right match for either side, we find a better fit at no extra cost*. You hire with confidence, not hope.
Onboarding Support
We don't just place engineers and walk away. We coordinate tooling access, team introductions, knowledge transfer sessions, and check-ins during the first two weeks to ensure a smooth start.
*Fit guarantee covers the first 2 weeks of engagement. If the match isn't right for either the client or the engineer, we find a better fit at no additional cost. Terms may vary by engagement type.
How It Works
Share Your Needs
Tell us the roles, tech stack, and team context. We tailor our search to your exact requirements.
We Validate
AI-led technical interviews, scenario testing, and behavioral assessment. We only present engineers who meet the bar.
Expert Review
Practitioners who've built production systems review every shortlisted engineer. Human judgement matters.
Onboard & Integrate
We coordinate onboarding — tooling access, team introductions, and knowledge transfer. Engineers start with a 2-week fit guarantee*, and we check in regularly to ensure the engagement works for both sides.
What Companies Build With TAG AI Talent
From cloud infrastructure to AI-powered products — our engineers integrate into your workflows and deliver.
Cloud & Infrastructure
AWS, Azure, GCP architecture. Kubernetes, CI/CD, and platform engineering at scale.
AI & Machine Learning
LLM integration, model training, RAG pipelines, and production ML systems.
Data Engineering
ETL pipelines, data lakes, real-time streaming, and analytics infrastructure.
Full-Stack Products
Web applications, APIs, microservices — from MVP to production-grade systems.
AI Agents & Automation
Agent workflows, tool-calling systems, prompt engineering, and enterprise automation.
Compliance & Governance
Responsible AI review, audit-ready workflows, and privacy-aware system design.
Results That Matter
70%
Faster Hiring
From months to days. Your projects don't wait for hiring cycles.
95%
Engagement Success
Engineers who stay, deliver, and become core to your team.
40%
Lower Cost
Compared to traditional agencies and the hidden cost of mismatched hires.
Based on client engagements across Cloud, AI, and Data Engineering teams.
The Right Team — Ready This Week
Stop hiring on hope. Build the team that accelerates your delivery.