Smarter Agents, Smaller Models

SLMs are:

• 10–30x cheaper to run than GPT-class LLMs

• Deployable on laptops, local servers, or edge devices

• Tunable using your company’s data in hours

• Ideal for focused, high-value business tasks

And with breakthroughs from models like Phi-3, SmolLM2, and NVIDIA Nemotron, SLMs now match or outperform older LLMs in many enterprise tasks.

The Challenge with Traditional AI Approaches:

• High Cost: LLMs like GPT-4 cost significantly more per token and require heavyweight infrastructure.

• Centralised Dependence: Cloud-based LLMs lock you into platforms, subscriptions, and compliance issues.

• Data Sensitivity: Financial, legal, healthcare and manufacturing clients face exposure with off-prem inference.

No bloated bots or hard-to-manage prompt chains.

Just focused SLM-powered agents that:

• Read, tag, and summarise invoices

• Draft and validate tenders and reports

• Power private knowledge bases

• Auto-write social media content and emails

• Parse logistics updates into dispatch-ready tasks

You choose the task  — We build the agent.

You own the system — no lock-in, no black box.

Use Cases We Power:

• Quote & Tender Generators (built from past documents)

• Invoice & PO Interpreters (JSON out, secure in)

• Compliance Checklist Agents (rules in, risk out)

• Internal Knowledge AI (private search & generate)

• CRM/Social Media Writers (auto-craft replies, outreach, posts)

From shipping to construction, financial services to manufacturing,

we’ve seen the pain points first-hand:

• Sensitive data can’t leave local servers

• Cloud LLM pricing eats margins

• You want tailored AI, not chatbot demos

Let’s build AI that works your way, not theirs.

Why This Matters:

• Supports PDPA-compliant, on-prem AI

• Runs on affordable hardware (NVIDIA Jetson, laptop GPUs)

• Offers AI without monthly SaaS fees or model lock-in

• Suitable for multi-lingual, federated orgs with niche vertical needs

• Agent Design – Break tasks into smart, callable units

• SLM Selection & Tuning – Choose the right model, train fast

• Deployment Support – On-prem, hybrid, or edge-ready builds

• Governance & Logs – Keep it traceable, manageable, auditable

We don’t just talk AI. We deliver it — modular, affordable, yours.

We don’t just plug in ChatGPT — We design Agentic AI around your business, not the other way around.

At XLTech Asia, we’re:

• Strategic AI thinkers

• SLM system builders

• Embedded client partners

Let’s help your business go small to win big.