Build Better.
Move Faster.
Manual paperwork, aging systems, projects that never get finished: Cavalry puts senior engineers and AI on whatever slows your business down, and delivers the result.
What AI can do for your business.
Off-the-shelf AI tools are good at generic tasks. The value locked in your business isn't generic: it lives in your workflows, your rules, your systems, and your data. Unlocking that takes engineers who sit down with you and learn how the work actually moves. That's what we've been doing for the last three years.
Your core workflow, rebuilt around AI
We map how work really moves through your business, then rebuild the flow so AI carries the repetitive steps and your people make the calls. Not a tool bolted on: the operation redesigned.
Your rules, encoded
Pricing policies, approval chains, credit limits, compliance constraints: the judgment that makes your business yours, taught to AI and enforced on every case, with an audit trail.
AI inside the systems you already run
Generic tools stop at your ERP's login screen. We build AI into the systems that actually run your business, legacy included, so nothing is retyped and nothing falls between screens.
Your data, made an advantage
Years of operational history, documents, and hard-won domain knowledge become systems competitors can't copy: search, decisions, and automation grounded in your data, governed properly.
Pilot-grade to production-grade
Demos are easy; dependable is hard. We add the evaluation, monitoring, fallbacks, and human review that let AI run real operations without surprises.
Your team, made AI-native
We don't ship and leave. Your people learn to direct, verify, and extend the systems we build together, so the capability stays when we step back.
Transformation starts smaller than you think: one workflow, fixed price, proven on your real cases before you scale it. Tell us where the friction is, and we'll tell you what AI can genuinely change, and what it can't yet.
Tell us what eats your weekTools change. Judgment compounds.
AI can write the code. It can't decide what's worth building, tell correct from plausible, or carry the consequences of being wrong. That takes judgment, and judgment is what clients keep paying for. The tools will keep changing; we keep investing where the value holds: people who direct, process that verifies, and tooling that makes both faster.
The right people
Fewer, more senior, sharper. People with the judgment to direct AI, catch what it gets wrong, and own the outcome, not just prompt it.
The right process
Verification is the new bottleneck. Review gates, tests, and engineering standards turn AI speed into shipped software instead of rework.
The right tooling
AI is only as good as the system around it. We engineer the tooling, context, and guardrails that let it do real work, safely.
Three things we bring to every engagement
Technical Leaders in AI
RAG, automation, RPA, evals, fine-tuning, and now agentic systems: we've been shipping AI in production for three years, with every line reviewed by an accountable engineer before it goes live.
We Own the Outcome
We sell results: scoped, priced, and shipped against milestones. Architecture, quality, and security are our problem; a miss is ours to fix, not yours to manage.
A Full Team, Assembled for You
We source, vet, and assemble engineers, designers, and PMs around your goal. 200+ hires since 2019 taught us how to find the right people. No recruiting, no onboarding, no management burden on your side.
Clients stay when things get done. Many of our client relationships run 5+ years and counting.
Exceptional engineers across Asia, vetted one by one and held to enterprise standards: 200+ hired since 2019, with senior leadership accountable for every outcome.
Core services
AI Workflow Automation
Core operations rebuilt around AI: we learn how the work moves, automate the repetitive steps, and keep your people on the judgment calls. Proven on your real cases, run in production.
Custom Applications
Enterprise platforms, portals, dashboards, and internal tools. AI-accelerated builds on architecture that won't need rebuilding.
Dedicated Agile Teams
Small senior teams of engineers, designers, and PMs, armed with AI tooling, led by technical leadership, embedded with you.
Codebase Rescue & Hardening
AI-generated or legacy systems made maintainable: architecture review, tests, security, and a credible path to production.
Technical Leadership & AI Enablement
Fractional CTO-level direction across architecture, specs, and delivery, plus the playbook to make your own team AI-native.
Compliance & Security
Readiness and engineering support for SOC 2, ISO 27001, and the security controls enterprise buyers expect.
Not sure which of these you need? Describe the outcome; we'll tell you the simplest path to it.
Built something with AI that's getting hard to change? Taking those over is now one of our most common engagements.
Deep experience, where it counts.
Our leadership comes from more than a decade inside enterprise software, and the team has spent years embedded with clients on both ends of the spectrum: regulated enterprises and fast-moving startups. These are the domains we know best.
Fintech
Payments, trading, and capital-markets systems. We're fluent in the precision, auditability, and compliance-grade engineering that money demands.
Edtech
Learning platforms, assessment tools, and the operations behind education businesses, built to hold up at term-time pace and exam-season load.
People Ops & HR
Recruitment platforms, onboarding flows, and HR automation. We've hired and run teams ourselves, so we build the systems we'd actually want to use.
Enterprise Software
Platforms, integrations, and legacy coexistence inside large organisations. We navigate security reviews, procurement, and many-stakeholder delivery without losing speed.
Two speeds, one team. We've shipped inside regulated enterprises and three-person startups, and we know which rules matter in each. In a different industry? The hard parts are the same everywhere: document-heavy operations, systems that cannot fail, rules that must be followed. That engineering carries over, and we learn your domain fast.
How we work
Scope the outcome
Define the problem, what's actually worth building, and an architecture that won't need rebuilding, before anyone writes code.
Assemble the team
Senior people plus the AI tooling around them, sized and shaped to your goal.
Ship, verify, iterate
Agile delivery with real verification: review gates, tests, and momentum that keeps shipping.
Pricing that's clear from day one.
Pick the engagement model that fits, and we'll give you a clear, tailored quote, fast.
Fixed-Price Project
Fixed scope · fixed price
Tell us the result you need. We scope it, price it, and ship it against clear milestones. AI makes us faster, and with a fixed price that speed is built into the number, not billed by the hour.
- ✓Defined deliverables and timeline agreed up front
- ✓One fixed price, known before we start
- ✓Milestones with written acceptance criteria
Best for first versions, automations, rescues & well-defined builds
Dedicated Team
Billed monthly · flexes with your roadmap
A small senior team, plus the AI tooling around it, embedded in your business and led by hands-on technical leadership.
- ✓One clear, all-in monthly fee for the team
- ✓Scale the team up or down as the roadmap changes
- ✓Senior technical leadership included in the engagement
Best for ongoing product development & long-term partnership
Transparent by default. Whichever model you choose, you'll always know exactly what you're paying for and why. When AI makes us faster, you see it in the price.
The questions serious buyers ask.
Working with a distributed partner raises fair questions. Here are straight answers, and we're happy to go deeper on a call.
Let's get it built.
Grab a time that works for you. We'll talk through your business problem, the outcome you have in mind, and how Cavalry can help you ship it faster.
- ✓A 30-minute intro callNo pitch deck. A practical conversation about what you're trying to build.
- ✓Talk to the founderYour call is with Adam Chan, Cavalry's founder: an engineer for more than a decade before founding Cavalry, and still the person who scopes the work.
- ✓Leave with a clear next stepWhether that's a proposal, a team plan, or just honest advice.
Book an intro call
30 minutes, online, with the founder. Pick a time that works for you and we'll take it from there.
Opens our Microsoft Bookings calendar · secure scheduling
Prefer to write first? Email adam@cavalry.online and you'll hear back from the founder.