HAHLEX · AN AI AUTOMATION STUDIO

Smart AI solutions for your growing business.

We design custom AI systems and smart workflows for teams that want to scale — blending deep technical expertise with genuine care for your success.

Our services → See case studies ↓
Our team has shipped for
0
Drivers coached through a production AI co-pilot we shipped
Netradyne · Live
US Patent
Filed on multi-step LLM database querying
Fleet safety platform
0
News items processed for corporate banking intelligence
Standard Chartered · CCIB
1st
Equity-research server on the official Anthropic MCP Registry
ShinobiData
0
Paying B2B enterprises won in 90 days from zero brand
SimpliDeliver · GTM

Awards along the way: 2021 BIG Innovation AI Excellence · Asset Triple A · Standard Chartered Digital North Star.

01Our
Services

Three ways we help you ship. Open any one to see exactly what's inside.

Start a project →

Every engagement starts from the same place: your real systems, your real workflows, and a clear line to the outcome. No generic packages — pick the track that matches where you are.

AI-Native SaaS Products We build AI-native SaaS products from zero — for founders bringing a new product to market, or established companies launching a new line.

From the first prototype to a product that scales, we own the full lifecycle — and stay on to keep it sharp long after launch.

Building from scratch

Our team is built for creating SaaS products from the ground up, turning bold ideas into practical, market-leading solutions.

Enhancing existing products

We bring fresh perspectives and technical depth to lift your product's performance and user experience to the next level.

Code reviews & consulting

Thorough code reviews and consulting sharpen your codebase — keeping it efficient, scalable, and solid so your software reaches its full potential.

Maintenance & support

Our support keeps your SaaS product not just afloat, but thriving — from routine updates to troubleshooting, everything running smoothly.

Start a SaaS build →
Custom Software Development When off-the-shelf tools don't fit how you actually work, we build software tailored to your specific needs and processes.

If you've been operating a business for a while, you know not every available tool will meet your specific needs. That's where custom software comes in — and we have the expertise to support you.

We'll help you build custom software solutions from scratch. Tired of using outdated, clunky software to run your business? It's time to upgrade to a platform tailored to your exact needs and processes.

Our team of expert developers specializes in creating complex custom software tools to streamline and optimize your operations. From big platforms built from the ground up, to intricate integrations, we have the skills and experience to bring your vision to life.

Scope a custom build →
AI Agent & Workflow Automation Thinking about AI or automation but unsure where it makes sense? Our AI & Automation Audit is a structured, low-risk way to find the highest-impact opportunities.

The audit gives you a structured, low-risk way to understand your data, systems, and workflows — and identify the most impactful opportunities before you commit to a build.

What you get from the audit

We build production agents that handle multi-step work end-to-end — research, decisioning, document handling, customer interaction, and internal operations. Built on LangGraph orchestration, deployed on your cloud, and monitored with the same rigour as the rest of your stack. Agents that survive contact with reality — not demo agents that only work on stage.

Is this for you?
  • You operate across multiple systems and tools and want to reduce manual work.
  • Your team spends hours on repeatable, operational tasks.
  • You're considering AI or automation but don't know where it actually makes sense to start.
  • You want custom workflows and automations that fit how your business really works.
Book the AI & Automation Audit →
Not sure where to start? Book a free AI & Automation Audit — we'll map the highest-impact opportunities across your data, systems, and workflows before you commit to a build. Book the audit
02Case
Studies

The work that runs in production. Built by our team — at Hahlex and before.

Hahlex is a young studio. Several systems below were shipped by our engineers while inside Standard Chartered, Netradyne, and other operators. We name the client, name our role, and don't pretend the contract sat with us. The work is real either way.

Retrieval graph · SSO · human-in-the-loop
● 2022 – 2025 · Netradyne · Adarsh Saini

Production AI co-pilot for fleet safety

Fleet safety managers were drowning in driver data, alerts, and product documentation across four disconnected systems.

We led the design and delivery of a production conversational AI assistant for fleet safety managers — the layer between driver telematics, coaching workflows, alert triage, and product documentation. Built on streaming FastAPI with SSO, a LangChain + OpenAI retrieval stack over OpenSearch, and a human-in-the-loop labeling tool that continuously improves answer quality. The underlying multi-step LLM database-querying approach is a filed US patent.

200k+
Drivers coached via the platform
US Patent
Filed · multi-step LLM querying
Live
Production · SSO · monitored
FLEET SAFETY · GEN AI · RAG Read the full case →
NLP · entity resolution · Elasticsearch
2019 – 2022 · Standard Chartered · Adarsh Saini

AI/NLP intelligence for corporate banking

Relationship managers at a global bank needed real-time intelligence on 2,500 corporate clients — across 9,000 news items a day, internal data, and a regulatory perimeter.

We built an AI/NLP front-line intelligence platform powering Standard Chartered's Corporate & Institutional Banking business. NLP, entity resolution, and Elasticsearch over Refinitiv and internal data. The first CCIB application deployed on AWS in Asia. Winner of the 2021 BIG Innovation AI Excellence award and Asset Triple A.

9,000/day
News items processed
550/day
Business signals generated
100+
RMs trained, daily usage
CCIB · NLP · AWS Read the full case →
6 channels · one inbox · SOC 2
● 2026 — NOW · SimpliDeliver · Pham Thi Van Anh

Zero-to-eight paying enterprises in 90 days

A new multi-channel CRM had a working product but zero brand recognition, zero pipeline, and a 90-day window to find paying enterprises.

We led the GTM from zero brand to first revenue. Founder-level discovery interviews across Vietnam, India, and Malaysia. Pipeline construction and enterprise qualification. Brand and narrative work for an Official Meta Business Partner deploying a SOC 2 compliant multi-channel platform unifying WhatsApp, Zalo, Facebook, Instagram, Shopee, and TikTok.

8
Paying B2B enterprises in 3 months
30
Founder-level discovery interviews
6
Channels unified in one inbox
GTM · BD · BRAND Read the full case →
More work See all case studies →
2025 · MCP · NLP

ShinobiData

Equity research MCP server. First equity-research server on the official Anthropic MCP Registry.

10k+ tickers · 5 AI agents
2025 · AUTOMATION

Agentic Department Automation

Multi-agent system automating cross-department enterprise workflows via Odoo ERP integration.

60% manual time reduced
2024–25 · NLP · RAG

Low-Resource Language NLP

Conversational AI and RAG for under-resourced languages like Lao and Vietnamese.

2 languages · production
2019–22 · AI · DATA

Commercial Analytics Platform

AI/ML data-monetization platform empowering 2,000+ banking frontline staff. Standard Chartered.

Digital North Star award
2025 · AUTOMATION · LLM

AI Newsletter Automation

End-to-end content creation and email delivery pipeline. Curate → generate → deliver, zero human in loop.

Production · scheduled
2024–25 · GROWTH · BRAND

DarkHorseStocks

From scratch to 46k+ subscribers across Telegram, Instagram, Twitter, and Quora — equity research for retail.

46k · 10k · 5.2k
03Our
Clients

Proud to contribute to our clients' journeys. Working hand-in-hand, we've built things that matter.

Here's a snapshot of the organizations our team has shipped for — some as Hahlex, some earned inside the companies themselves. We name them the same way we name our work: honestly. Swap in official client logos when you're ready.

Standard CharteredCorporate banking · AI/NLP
NetradyneFleet safety · Gen AI
ShinobiDataEquity research · MCP
SimpliDeliverLogistics · GTM
UNIQLOConsumer · Retail
Dell APACEnterprise · Data
DarkHorseStocksGrowth · Brand
+ Add your logo
04Work
With Us

Tell us what you're trying to ship. We'll tell you honestly if we're the right studio for it.

Let's build something amazing

Work with us

Join the list of our satisfied clients — you'll be in good company.
Fill out the contact form →

Prefer to talk first? Book a 30-minute discovery call and we'll tell you if we're a fit within 5 working days.

Standard Chartered Netradyne UNIQLO Dell APAC Ferrero Landmark72

Send us a brief

Prefer to write first? Send the problem in writing. We reply within 2 business days.

brief@hahlex.com →

Book a discovery call

Thirty minutes to understand your problem. If we're the right fit, a proposal follows within 5 working days.

hello@hahlex.com →

Refer a project

Know someone we should talk to? We pay a 5% referral fee on first invoice.

refer@hahlex.com →

Hahlex — smart AI solutions for your growing business.