AI systems that actually work—ask our clients

Hundreds of leads. 1,000 doctors saving 15+ hours weekly. We build AI that delivers measurable results, then stick around to keep it running.

Most clients stay for ongoing support

Measurable ROI

Hours saved, errors reduced, leads generated. We define success upfront and hit the numbers.

Stays reliable

Our systems run for months without babysitting. When something breaks, we're already on it.

Partnership, not a project

Most clients stay for ongoing support. We're here when you need us.

Selected Work

Real results from real builds

Healthcare

docsquad.my

From basic website to a lead‑generating assistant driving hundreds of qualified leads for house‑call bookings.

Hundreds of qualified leads in first months
Sustained traffic growth from Google
Faster lead handling with organized intake
Read case study
Open Source

ToolGRPO

Teaching LLMs to use tools through reinforcement learning. A modified GRPO implementation for training AI to solve complex problems.

Community-adopted research framework
Used by AI practitioners worldwide
Advancing tool-use capabilities in LLMs
Read case study

How We Work

1

Discovery

Quick 15-minute call to understand your needs and goals—no sales pitch, just a real conversation.

Define what success looks like (hours saved, errors reduced)
Identify process pain points
Align on timeline and budget
2

Build or Fix

3–4 week first project or 2–3 week fix for broken systems, with clear checkpoints and regular updates.

Clear plan and what you'll get
Weekly progress check-ins
Built on trusted industry-standard platforms
3

Proof

Before/after results and a simple instruction guide—no tech expertise required to understand what we built.

Real results you can measure
Easy-to-understand documentation
Simple handover process
4

Partnership Begins

Your project launches with 4 weeks of check-ins, but our partnership continues. Reach out anytime about new opportunities or questions.

Regular check-ins to catch issues early
Ongoing availability for questions and improvements
Your long-term partner, not a one-time contractor

What Our Clients Say

Real feedback from real projects

"The lead-generating assistant transformed our website from a simple brochure into an active conversion tool. We saw hundreds of qualified leads within the first months."

Founder

Early-stage healthcare startup

docsquad.my

"What impressed me most was the reliability. The system has been running for months without any issues. When we needed changes, the response was immediate."

Operations Lead

Business Operations

Healthcare Tech Startup

AI Automation

"Finally, an AI solution that actually works in production. No more demos that fall apart—this runs reliably every day and saves our team hours of manual work."

Technical Director

Technology Leadership

Growth-stage Company

Frequently Asked Questions

Have more questions? Reach out anytime—we're here to help.

Get in touch

Join clients who stopped fighting their AI

Book a call to see if we're the right fit. No sales pitch—just a real conversation about what's working and what's not.