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.
AI writes the code. We answer for it.
Build Better.
Move Faster.
Senior engineers and AI, pointed at whatever slows your business down — paperwork, aging systems, stalled projects. We deliver the result.
2019Founded
5+ yrsClient retention
AsiaTalent network
01Beyond off-the-shelf AI
What AI can do for your business.
Off-the-shelf AI is good at generic tasks. The real value lives in your workflows, your rules, your systems, and your data — unlocking that is what we've done for the last three years.
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.
Start smaller than you think: one workflow, fixed price, proven on your real cases. Tell us where the friction is.
Tell us what eats your week02Why Cavalry
Tools change. Judgment compounds.
A practical engineering partner for the AI era: senior judgment that turns AI's raw speed into software that ships, priced for results.
01
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.
02
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.
03
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.
Proof of delivery
Many of our client relationships run 5+ years and counting.
Exceptional engineers across Asia, vetted one by one: 200+ hired since 2019, with senior leadership accountable for every outcome.
03ServicesScope a project
What we take off your plate.
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.
04Domain expertise
Deep experience, where it counts.
Fintech
Edtech
People Ops & HR
Enterprise Software
In a different industry? The hard parts are the same everywhere: document-heavy operations, systems that cannot fail, rules that must be followed. We learn your domain fast.
05Enterprise-ready
Ready for your security review.
Enterprise clients don't buy promises; they audit controls. Systems we deliver come compliance-ready for the frameworks your customers and regulators expect — SOC 2, ISO 27001, GDPR, PDPA — with the evidence to show for it.
Access control, org-scoped
Every privileged action carries a named permission; every query is scoped to your organisation.
Audit trails by default
Append-only records of every meaningful change — queryable, exportable, review-ready.
Encryption everywhere
TLS in transit, encryption at rest, field-level protection for sensitive data, managed keys.
SSO, MFA & offboarding
Federated-ready identity — SAML/OIDC and MFA slot in, and a leaver loses access in minutes.
Retention & deletion lifecycles
Data retention, erasure, and privacy requests built as verified workflows, not promises.
Recovery that's rehearsed
Scheduled backups with stated recovery targets, and restore drills with recorded evidence.
Certification is your auditor's call — what we deliver are the controls and the evidence trail that make it a short conversation. It's the same playbook our own products run on.
06How we work
Three steps. No drift.
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.
07Pricing
Two ways to work with us.
Fixed-Price Project
Start hereFixed 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
Scope a projectDedicated 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
Get a tailored quoteWhichever model you choose, you'll always know exactly what you're paying for and why.
08Products
Our own products. Enterprise-grade.
Alongside client work, we build our own SaaS systems — engineered to the standard we hold for regulated enterprises. Both are in pre-release: what you see here are working previews, and you can be first in line when they ship.
AI operations control plane
FleetView
Pre-releaseRun AI agents like a team you can audit.
FleetView is the control plane for enterprise AI agent fleets. Every agent has an owner, guardrails, and a version history; every change is reviewed before it ships; and everything the fleet does is observable in plain language. AI operations become governable infrastructure — not a black box.
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Attention-first operations
One dashboard answers “what needs me right now” — fleet health, failing runs, and changes waiting on a human, ranked by severity.
Every change reviewed
No casual writes: instructions, guardrails, schedules, even memory corrections are drafted, reviewed, and published with a full audit trail.
Guardrails with human checkpoints
Allowed actions, hard limits, and approval gates per agent — inherited from a fleet-wide policy floor that can only be tightened.
Quality gates on publish
Evaluation suites run against every proposed change; failing checks block a release before it reaches production.
Enterprise-ready by design
Security, compliance, and scale are design inputs, not afterthoughts — engineered to support the requirements enterprise buyers audit for, from access control to audit trails.
- SOC 2
- ISO 27001
- GDPR
- PDPA
AI-assisted hiring platform
Cavalry Hiring
Pre-releaseAI runs the hiring busywork. People make the calls.
Cavalry Hiring moves recruiting from inbox chaos to a live pipeline. AI parses CVs, screens candidates against your criteria with evidence for every judgment, and keeps candidates informed through a polished bilingual portal — while every decision stays with your team.
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Evidence-based screening
Structured AI assessments against your criteria — evidence for every judgment, red flags surfaced, and uncertain cases routed to a human.
A pipeline that moves
A live board with a real-time funnel and an agent activity feed: see exactly what the AI is doing and which candidates need a person.
A candidate experience that respects candidates
Self-serve interviews, scheduling, and progress tracking in English and Chinese, mirrored instantly between candidate and hiring team.
Interview to decision in one place
Async video interviews, structured scorecards, side-by-side comparison, and outcome messaging from approved templates.
Enterprise-ready by design
Security, compliance, and scale are design inputs, not afterthoughts — engineered to support the requirements enterprise buyers audit for, from access control to audit trails.
- SOC 2
- ISO 27001
- GDPR
- PDPA
Maybe, and if a prototype is all you need, we'll say so. The gap shows up after the prototype: deciding what to build, judging whether the output is actually right, architecture that survives change, security, and owning it in production. That's senior judgment, and it's the part AI doesn't supply. If you have it in-house, AI is all upside; if you don't, we're how you get it without hiring for it.
The things AI can't carry: knowing what's worth building, architecture that lasts, verification that the work is correct, security, and someone accountable when it matters. You're paying for the outcome; the code is just how we get there. You pay for results, not for hours that AI has made cheaper.
Every quote is tailored to scope. For fixed-price work you'll know the exact number after a scoping call, before you commit to anything. For a dedicated team, it's one clear monthly fee. Either way, the price is agreed in writing before work starts.
It starts with a scoping call, usually within days, and a fixed-price project can kick off almost immediately after. Assembling a dedicated team typically takes three to four weeks from confirmation, because we hire on demand and stay genuinely selective. That care is deliberate: you get people who clear a high bar and tend to stay for years.
We treat it as a hard requirement, not a feature. Confidentiality and NDAs are standard from day one, access is limited to the team on your engagement, and your data is used only to build your system. During scoping we walk through exactly where your data lives, which AI tools touch it, and what they're permitted to do with it, in writing.
Yes — at the engineering level. We build the controls auditors look for: role-based access scoped to your organisation, append-only audit trails, encryption in transit and at rest, retention and deletion lifecycles, and rehearsed backup and recovery. Certification itself is organisational work you run with your auditor; what you get from us is software that produces the evidence instead of blocking it.
You do, fully. All code, designs, and intellectual property are yours, including everything produced with AI assistance, which is reviewed and owned by accountable engineers before it ships. Confidentiality and NDAs are standard from day one. You're hiring a partner to build your product, not licensing ours.
10Book a call
Start a conversation.
- 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.
Book a call →Opens our Microsoft Bookings calendar · secure scheduling
Prefer to write first? Email adam@cavalry.online and you'll hear back from the founder.