AI that works in production, not only in the demo.
Bring your idea, leave with a scoped plan and an estimate within 48 hours.
| Service | AI & machine learning |
|---|---|
| Portfolio | CareTracker, Mayo Clinic AI model |
| First step | Free 30-min product review, then a plan in 48 h |
AI & machine learning, in live products.
Also in this area
- Mayo Clinic AI model · Clinical AI. Details shared on a call.
- 01Your data and workflows
- 02Retrieval, agents or a custom model
- 03Evaluation against real cases
- 04Integration with human review
- 05Monitoring in production
What monitoring finds feeds the next evaluation round.
What we deliver
Most AI projects stall between a promising prototype and a dependable product. We start from the decision or task the system has to support, the data available and the failures that matter, then choose the simplest approach that works: retrieval, a workflow agent, a voice agent or a task-specific model.
Evaluation is part of the build. We test quality, latency and cost against real cases, design human review and escalation into the flow, and ship with the monitoring your team needs to trust it.
- AI opportunity and feasibility sprints
- Assistants and retrieval-augmented search
- Agents and workflow automation
- Voice agents with verification and human escalation
- Custom model development and evaluation
- Deployment, monitoring and cost control
Usually for
- Clinics and care providers automating bookings and intake
- Startups adding an AI feature to an existing product
- Operations teams replacing manual triage and data entry
From first review to production.
Your product goes up the way a model building does: surveyed, planned, framed, built floor by floor and handed over, with working software at every stage.
Free product review
30 minutes on your goals, users and constraints.
Plan and estimate
A scoped plan and an estimate within 48 hours.
Discovery
Architecture, prototype and the riskiest assumptions tested first.
Build
Short cycles, with working software at the end of each one.
Launch and evolve
Release, measure what users do, keep improving.
The open plot at five stages. Only the 48 hours to a plan is a time commitment; the rest depends on scope.
Four ways to work with us.
Start small or start building. Every engagement begins with the same free 30-minute product review.
Discovery sprint
- Best for
- Testing an idea or an AI use case before you commit a build budget.
- You leave with
- Product plan, technical architecture, clickable prototype and a fixed estimate.
Product build
- Best for
- Taking a new product or MVP from plan to launch.
- You leave with
- A production web or mobile product, deployed and documented.
AI integration
- Best for
- Adding assistants, agents, voice or custom models to a product you already run.
- You leave with
- An evaluated AI capability running inside your stack, with human oversight.
Dedicated product team
- Best for
- Continuous development after launch, or extra capacity for your team.
- You leave with
- Designers and engineers working in your cadence, on your roadmap.
Questions founders ask first.
Anything else, ask on the call or write to contact@ds-ops.com.
How do you make sure an AI feature is reliable?
We define what good looks like before building, test against real cases, and measure quality, latency and cost. Human review and escalation are designed into the flow, and the feature ships with monitoring so you can see how it behaves after launch.
What happens in the free product review?
A 30-minute conversation about the problem, your users, your constraints and your timeline, at no cost. If we are a good fit, you receive a scoped plan and an estimate within 48 hours. If we are not, we will tell you.
How do you price a project?
It depends on scope. Well-defined work, such as a discovery sprint or a first release, gets a fixed proposal. Ongoing development runs as a monthly team. Either way you see exactly what is included before any work starts.
Do you work with health data?
Yes. Our portfolio spans telehealth, occupational health, personal health records and clinical AI. Privacy and regulatory requirements, such as HIPAA, GDPR or local health-data law, are mapped at the start of an engagement and built into access control, audit trails and data handling.
Who owns the code and designs?
You do. Code, designs and documentation produced for your project belong to you, and we are happy to work in your own repositories and accounts from the first day.
Book a free 30-minute product review.
Tell us what you are building. In 30 minutes we look at it with you, and within 48 hours you have a scoped plan and an estimate.
| contact@ds-ops.com | |
| Review | 30 minutes, free |
| Then | Plan and estimate within 48 h |