We build the software and AI tools your business runs on.
From AI-powered products to the teams and systems behind them, one senior crew takes your project from idea to launch. Here's exactly what we can build for you.
Four ways we plug into your roadmap.
Pick whatever fits your problem. You get the same quality across all of them.
AI Product Engineering
Chatbots, AI search, and smart assistants built right into your product.
AI Automation & Workflows
Automation and internal tools that take repetitive work off your team's plate.
Embedded Engineering Teams
Experienced engineers who join your team for the long haul.
Platform Modernization
Upgrading old software, moving to the cloud, and keeping it all running.
AI Product Engineering
AI built right into your product: assistants, smart search, and the solid foundations underneath that keep it reliable when lots of people use it at once. We handle both the clever AI part and the behind-the-scenes plumbing that keeps it dependable.
What We Build
- →AI-powered software built to serve many customers from day one
- →Internal AI tools and assistants for your team
- →AI that answers questions from your own documents and data
- →Smart search that understands what people mean, not just keywords
- →Billing, user permissions, and activity tracking built in
What You Get
- →Costs that stay predictable as you grow
- →Stays fast even during your busiest moments
- →AI quality we actually measure and prove, not just hope for
- →Built so you're never locked into one vendor
- →Clear visibility into what your AI costs to run
AI Automation & Workflows
Automation that takes the repetitive, time-sucking work off your team: processing documents, sorting requests, internal assistants, and behind-the-scenes AI. We build it as carefully as anything customers touch, because a flaky automation only causes bigger problems the longer it runs.
What We Automate
- →Reading documents and pulling out the data you need
- →Sorting incoming requests and sending them to the right place
- →AI assistants for your operations and analyst teams
- →Connecting your tools together, with safe backups when something fails
- →Automated record-keeping for compliance and audits
Where It Pays Off
- →Hours of manual processing removed each week
- →Faster turnaround on routine operations
- →Fewer handoffs and less context-switching
- →Consistent, audited outcomes you can trust
- →Predictable costs every time it runs
Embedded Engineering Teams
Experienced, dedicated engineers who join your team for the long haul. You get the steadiness of in-house people with the flexibility to scale as needed. Some call it staff augmentation; we treat it as a real partnership, not a staffing agency.
How It Works
- →Dedicated developers working in your tools and tickets
- →Senior engineers, the same people year over year
- →Scale the team up or down month to month
- →They join your standups and meetings
- →They work under your direction
Where It Fits
- →Long-term product roadmaps
- →Senior roles you can't hire fast enough to fill
- →Specialist AI and infrastructure skills when you need them
- →Remote developers who overlap four hours with US Pacific time
- →Regulated industries that need reliable, accountable work
Platform Modernization
Got software built for a smaller business that's now creaking under growth? We rebuild it to handle far more: modernizing old code, moving to the cloud, cleaning up shortcuts, and setting up the systems to run it. No freezing the business, no risky start-from-scratch, no lost data or customers.
How We Migrate
- →Carving out pieces one at a time, safely
- →Breaking one big system into smaller parts, switching over gradually
- →Moving your data with zero downtime
- →Turning rough prototypes into real, production-ready software
- →Rebuilding single-customer software to serve many customers
Keeping It Running
- →Reliable hosting set up the right way
- →Separate, repeatable setups for testing and live
- →Safe, automated releases you can roll back instantly
- →Full visibility into health, errors, and costs
- →Cloud migration across AWS, GCP, and Cloudflare
Built on tools proven in the real world.
Not just a pile of tools. The layers we design, connect, and run as one system.
Five steps, first call to launch.
No endless slideshows, no scoping that never ends. Every step has a clear finish, so you can continue, pause, or change direction without losing momentum.
Discover
Working sessions with your team. We learn how things work, spot the constraints, and write down exactly what we'll do.
Plan
A clear plan you own: how it'll be built, what connects to what, the risks, and the order we'll tackle it in.
Build
Weekly demos and frequent updates you can try out, with your team working alongside ours from day one.
Validate
Thorough testing against the goals we agreed on, before anything reaches your customers.
Scale
We take it live with monitoring and clear guides, then help it grow, with ongoing support if you want it.
Proof, in the real world.
A few things we built and still run today. Real customers, real results.
Ailyze
Turned a rough research tool into a real SaaS product, with user accounts, integrations, and a polished interface.
ResInnov
Rebuilt a global research platform so it stays fast and reliable even under heavy traffic.
Setera
Built a custom web portal for a global communications company, faster, cleaner, and ready to grow.
Before you bring us in.
Which engagement model is right for us?+
Got a specific AI feature or product to build? That's AI Product Engineering. Need to cut out manual work? That's Automation. Need extra senior hands on your existing plans? That's an Embedded team. Software struggling to keep up with growth? That's Modernization. Most projects start in one and grow into another.
Do you work fixed-bid or time-and-materials?+
Both, depending on how clearly defined the work is. The first discovery step is always a fixed price. The build is usually billed for time worked against a monthly cap, with weekly demos and the freedom to stop at any point.
How fast can you start?+
Discovery within one to two weeks. The full build usually kicks off three to six weeks out, depending on availability. We won't take on work we can't staff with senior engineers from day one.
Can you work within our cloud and compliance constraints?+
Yes. We work across all major cloud providers and on your own servers for regulated industries. We sign NDAs and data-protection agreements as standard, work with your contracts, and have been through enterprise procurement before.
Do you only take AI projects?+
No. AI is a big part of what we do, but plenty of our work is upgrading software, building SaaS products, and embedding with teams. The common thread is solid, reliable software, with or without AI.
What does a typical engagement cost?+
Every project starts with a short, paid discovery. We price the build from there, and you'll always know the number before you commit. We're built for serious work, not for being the cheapest option.
Let's map out what you're building.
A 30-minute call. We'll listen to where you are, sketch out what we'd do, and tell you honestly whether we're the right fit.