Product engineering, end-to-end
Software your business runs on.
We design, build, and operate the products that move ambitious companies forward.
Financial services
Healthcare
Commerce
Enterprise SaaS
Logistics
Manufacturing
Build
Web, mobile and SaaS products — from idea to launch.
Apply AI
Smart features customers actually use, deployed safely at scale.
Operate
We don't disappear at launch — we run the system with you.
Capabilities
Eight disciplines. One accountable team.
From the marketing site to the AI agent in production — the same team scopes it, designs it, and ships it.
Web
Sites and stores that load fast, look sharp, and convert.
Mobile
iOS and Android apps that feel native, ship fast, and stay reliable.
Web apps & SaaS
Multi-tenant products with auth, billing, and admin built in.
AI features
Smart automation customers can trust, deployed safely at scale.
Cloud & DevOps
Cloud architecture and platforms your engineers actually like.
IT & security
Migrations, audits, identity, and platform engineering for mature teams.
B2B platforms
Internal tools, partner portals, marketplaces and integrations.
B2C products
Consumer products engineered to scale, with growth tooling baked in.
The AI capability
AI that ships. Not AI that demos.
We've shipped AI in production since 2020 — across financial services, healthcare, and global SaaS.
- Daily inference
- 3.2M+
- Quality-gated
- 100%
Smart automation
AI that completes multi-step work, end to end.
Answers from your data
Search and Q&A grounded in your business knowledge.
Reliable at scale
Cost-controlled, monitored, and ready for production.
Documents & images
Read invoices, contracts, scans, and X-rays.
Safe by default
Privacy, accuracy, and compliance built in.
Custom-trained
Models tuned to your domain when prompting isn't enough.
How we work
A process built for moving targets.
Short feedback loops. Written decisions. No theatre.
Discover
We understand your customers, your constraints, and what 'done' looks like.
1 week
Design
We decide the hard things first — in writing, before we build.
1–2 weeks
Ship
Two-week sprints with weekly demos. Production-grade from day one.
4–12 weeks
Operate
We run the system with you until it runs itself — or hand off cleanly.
Ongoing
Why DS OPS
The right partner for the products that matter.
We sit between freelancers and big consultancies — senior enough to ship, small enough to care, fast enough to keep up.
40+
Products shipped
12
Industries served
99.95%
Uptime
<6 wk
To launch
Selected case studies
Real systems. Measurable outcomes.
A snapshot of recent engagements. Names withheld under NDA.
Client outcomes
Hired by founders. Trusted by their boards.
DS OPS shipped what our internal team couldn't ship in two years. They re-architected our AI in seven weeks. Production cost dropped 60%.
VP, Engineering
Series-B financial services
The first partner we've worked with that genuinely understands quality. We've stopped flying blind on our AI features.
Chief Product Officer
Healthcare SaaS, US
Mobile app with two million monthly users, built and run by a team of four. They operate like senior engineers — because they are.
Founder & CEO
Consumer commerce, EU
Common questions
What CEOs ask before signing.
Most engagements run six to sixteen weeks from kickoff to first production launch. We design every project to ship something real every two weeks — never waiting until the end to show progress.
You do. Your repository, your cloud account, your data, your domain. We work in your environment from day one and hand off keys at every milestone. Lock-in is a smell.
We can run the system with you for as long as you'd like — observability, on-call, growth experiments, monthly reviews. Or we hand off cleanly to your in-house team with full documentation and shadowing.
Fixed-scope when scope is fixed. Time and materials when discovery dominates. We're transparent about which model fits and why, and we provide a written commercial framework before any work starts.
Yes — most of our engagements are augmentation, not replacement. We slot into your standups, your code review, your Slack, your design tooling. Your engineers learn from us; we learn the business from them.
We have engineers across North America, Europe, and APAC. Most engagements get coverage spanning UTC −8 to UTC +5:30, with a senior lead in your preferred working hours.
Booking the next quarter
A problem worth solving?
Tell us what you're building. We'll come back within a business day with a written take and next steps.