01Healthcare & clinics
Scheduling, patient records, billing and AI-drafted visit notes in one system for single- and multi-location clinics.
AI Agents & Automation
AI solutions, agents and intelligent workflows that do real work inside your business, with evaluation, guardrails and people in control.
What changes
What this does for the business.
- 01
Less repetitive work
Agents read, classify, look things up and update records across your tools, so people spend their time on exceptions and decisions.
- 02
Consistent operations
Workflows run the moment a business event happens (a new order, ticket or invoice), the same way every time.
- 03
Control you can audit
Approval steps, permissions and logs are designed in, so you can always see what the system did and why.
Our view
AI is easy to demo and hard to run in production. We start with a process where it clearly saves time (ticket triage, document handling, lead research, reporting), build an evaluation set from your real cases, and only then choose models and architecture. Every system we ship logs its decisions, stays within agreed cost and latency budgets, and hands uncertain cases to a person.
Capabilities
What we deliver.
Usually a 2–4 week assessment and working prototype, then iterative delivery against the evaluation set.
How we deliver
What you can count on.
- Evaluation sets built from your real cases
- Human review where mistakes are costly
- Agreed cost and latency budgets
- Every step logged and traceable
Typical technology
- OpenAI
- Claude
- LangChain
- RAG
- Hugging Face
- Python
- n8n
- Zapier
- Make
- Stage 01
Understand
We learn the business before we touch the brief.
You receive
- Product brief
- Success measures
- Risk register
- Stage 02
Plan
A plan you can hold us to.
You receive
- Roadmap
- Architecture outline
- Estimate & proposal
- Stage 03
Design
Tested on screen before it is built.
You receive
- Clickable prototype
- Design system
- UX specification
- Stage 04
Build
Working software, every week.
You receive
- Code in your repository
- Weekly demos
- Living documentation
- Stage 05
Test
Checked continuously, then once more.
You receive
- Test reports
- Acceptance sign-off
- Release checklist
- Stage 06
Launch & support
A quiet launch, then steady improvement.
You receive
- Production release
- Monitoring & alerts
- Runbooks
Solution blueprints
Where this discipline shows up.
02Real estate & property
A multi-tenant platform for landlords and property managers: units, leases, rent collection, maintenance and owner reporting.
AI & Automation · Questions
Questions, answered.
Something else on your mind? An engineer replies within one business day.
Ask an engineerWe design for data protection first: providers that do not train on your data, private or regional deployments where required, redaction of personal data, and access controls that mirror your existing permissions.
Each feature gets an evaluation set built from real examples: past tickets, documents and conversations. Accuracy, safety and cost are measured on every change, so a new prompt or model is adopted because it scores better, not because it feels better.
Usually a high-volume, rule-heavy process with a clear owner, such as invoice handling, ticket triage or lead research. We rank candidates by time saved and risk in a short assessment, start with one, and expand once it is proven.
Start a project
Let’s talk about your AI & Automation project.
Tell us what you’re building and where you’re stuck. A senior engineer will reply within one business day with honest questions and a suggested first step.
What happens next
- 01We review your briefAn engineer reads every message and replies within one business day.
- 02Discovery callAbout 30–45 minutes on your goals, constraints and what a good outcome looks like.
- 03Written proposalScope, approach, team, timeline and an estimate. No charge and no obligation.