Healthcare
We design, build, and run AI-native workflows for medical device manufacturers, field service leaders, quality teams, and commercial operations. Every engagement is scoped, priced, and shipped end-to-end. Below is the catalogue of medical devices engagements we deliver, grouped by the outcome they target.
Projects from $15k · Refundable 7 days · Kickoff within 5 days
Early access: we work with a small first cohort. Engagements are scoped, priced, and shipped end-to-end by our team — not referred to third parties.
Core systems we integrate
QMS, CRM, field service platforms, LMS, regulatory document systems
Risk lens we govern
quality management, clinical claims, product support, training accuracy, and complaint handling
KPIs we report against
service resolution time, training completion, complaint cycle time, and rep productivity
Phase 1 · Weeks 1–2
Discovery
We map the workflow, the systems, the decisions, and the baseline metrics. Output: a scoped statement of work.
Phase 2 · Weeks 2–4
Design
We design the operating model: data access, retrieval, prompts, review queues, controls, and the KPI dashboard.
Phase 3 · Weeks 4–8
Build
We ship a production thin slice on real data, with versioned prompts, evaluation harness, and human review.
Phase 4 · Weeks 8+
Run
We run the workflow with you weekly, expand into adjacent work, and report against baseline.
Each engagement page below describes a scoped workflow with pricing, controls, and the KPIs we commit to. Use the filter to narrow by company size.
2 engagements
Risk & Compliance
Compliance Operations
turn regulatory work into a traceable operating system for medical devices.
Operations & Throughput
Document Processing
extract meaning from documents at scale for medical devices.
Filtering is a guideline based on typical fit, not a hard rule. We ship engagements at every company size.
Selected portfolio
A rotating selection of engagements drawn from our active portfolio in medical devices and adjacent sectors. Scope and stack are accurate; client identities are withheld under engagement NDAs.
Q3 2025
Medical imaging operator · Europe
Application supporting radiology workflow: case intake, structured reporting, document handling, and quality-assurance loop. Designed for regulated medical-imaging context with audit trail and role-based access.
Q1 2026
Founder-led pricing-strategy AI SaaS · DACH
First AI-powered pricing platform for startup founders. Structured 9-step pricing-foundation flow (product, customers, competition, costs, boundaries, model, strategy), personalised AI brain that learns from each business over time, two subscription tiers with money-back guarantee. Built end-to-end including billing, AI orchestration, and onboarding.
Q1 2026
AI interior design SaaS · MEA region
Vertical AI SaaS for interior design in the Middle East: image-conditioned generation tuned for local taste profiles, room-by-room concept workflow, project export for designers and clients. Built with a market-specific dataset and an evaluation loop on regional aesthetic baselines.
Client identities withheld under engagement NDAs. Sector, geography, and scope are accurate. Full case studies on request.
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Start the engagement
Tell us which workflow you want to attack first, the systems involved, and the KPI you want to move. We'll send a scoped statement of work within 5 business days.