Production AI agentsinside your software.
Not bolt-on chatbots. Agents that do the work — intake, booking, triage, review, forecasting — embedded inside the system your team actually uses. Scoped against a real, expensive problem before we touch a model.
- 70%
- of inbound inquiries handled by AI (MedPath)
- 75%
- inquiry deflection rate (BrightSmile Dental)
- 65%
- reduction in contract review time (LexVault)
- 40%
- stockout reduction via demand forecasting
Terms
What you get
What you get.
Customer-facing agents
Intake, booking, triage, and Q&A agents that handle the volume your team can’t. Deployed for healthcare (MedPath, ClinicWise), dental (BrightSmile), and law (LexVault). 70–75% of inbound deflected on day one.
Internal workflow agents
Document classification, approval routing, invoice processing, lead scoring, data extraction. The repetitive admin work your team does manually — handled by an agent that lives inside your software.
Predictive analytics
Demand forecasting (40% stockout reduction at retail scale), churn detection, anomaly alerts, and capacity planning. Models tuned on your data, not generic SaaS dashboards.
Document intelligence pipelines
Contract review, medical record summarization, HR file processing, regulatory filings. The kind of work that took LexVault’s legal team 65% less time after we shipped.
Domain-specific fine-tuning
Not a generic LLM with a system prompt. Agents trained on your terminology, your edge cases, and your escalation paths — so they sound like your team, not a chatbot pretending to be human.
Drop-in agents for existing software
Already have a CRM, EHR, or admin panel? We add agents on top — inside the platform your team already uses. No rip-and-replace.
How we approach it
How we approach it.
Start with the problem, not the model
Before any code is written, we map the workflow, identify leverage points, and define success in measurable terms. AI is a tool — the value comes from applying it to the right problem with precision.
Train and fine-tune on your domain
A general-purpose AI knows a bit about everything. We configure, train, and fine-tune AI on your documents, procedures, and terminology so it responds accurately within your context and doesn't hallucinate outside it.
Integrate into what you already use
AI that lives outside your workflow doesn't get used. We connect AI directly to your booking platform, EHR, CRM, or internal dashboard — an intelligent layer on top of what already works.
Deploy, measure, and improve
We ship to production with monitoring in place. As you feed the system more context and real usage data, it gets smarter. We stay engaged post-launch to tune, retrain, and extend.
Methodology
Built on the Minimum Scalable Product methodology.
Scalable architecture from day one. No throwaway prototypes. No rebuilds in 12 months. The reason 70+ shipped products have zero failed launches.
Related work
Where you'll see this in our work.
Also from the studio
Adjacent services.
- Digital StrategyMarket research, roadmapping, and value proposition definition before you invest in development.
- Minimum Scalable ProductLaunch quickly without accumulating technical debt — scalable architecture from day one.
- UX/UI DesignInterfaces grounded in user behavior research, wireframing, and high-fidelity prototyping.
- Software DevelopmentCustom web apps, mobile apps, and backend systems built for your specific workflows.
- Product GrowthOngoing partnership — maintenance, monitoring, feature dev, and hosting management post-launch.
Got something to build?
Tell us what you're building. We reply within one business day with a thesis, a plan, and a fixed quote.
No retainer lock-in · Transparent pricing