We build the softwareother teams call impossible.

Senior engineers. Modern builders. One accountable US team. Websites, mobile apps, SaaS platforms and AI agents — shipped by people who treat your product like their own.

groovymilk/manifest.tsmain
// groovymilk.io — engineering manifestexport const team = {  hq: "Maryland, USA",  builds: "pos · kds · logistics · saas · ai",  engineers: "senior team worldwide",  limits: null,};// $ gm ship --scope any
Woman-ownedUS · NDA · READY
Custom POS & KDSWarehouse stationsParcel scanningTracking APIsSaaS client portalsAdmin panelsiOS & Android appsNative mobile appsWeb apps & PWAsMarketing websitesWeb portalsMedical & healthcare appsHIPAA portalsTelehealth platformsAI videoAI graphicsRealtime dashboardsPaymentsCloud infrastructureSecurity auditsAI QACustom POS & KDSWarehouse stationsParcel scanningTracking APIsSaaS client portalsAdmin panelsiOS & Android appsNative mobile appsWeb apps & PWAsMarketing websitesWeb portalsMedical & healthcare appsHIPAA portalsTelehealth platformsAI videoAI graphicsRealtime dashboardsPaymentsCloud infrastructureSecurity auditsAI QA
01/what we build

If you can imagine it, we can ship it.

Ten kinds of software we build end to end — websites, mobile apps, SaaS platforms, POS and logistics systems, medical portals and AI. Turnkey, fast and SEO-ready from day one.

Terminals, kitchen displays, payments and the storefront — one system.

  • Offline-first terminals
  • Kitchen display sync
  • Payments & loyalty
  • Storefront + ordering

Scanners, stations, live tracking, client portals and back office.

  • Scanner hardware flows
  • Warehouse stations
  • Live tracking
  • Billing & back office

Native and cross-platform apps with offline sync, push, device hardware and store release.

  • iOS & Android native
  • React Native / Flutter
  • Offline sync & queues
  • App store release

High-performance sites, customer-facing apps and PWAs engineered for SEO and conversion.

  • Server-rendered marketing sites
  • Web apps & PWAs
  • SEO & Core Web Vitals
  • Analytics & conversion

Multi-tenant products with billing, roles, analytics and audit trails.

  • Multi-tenant architecture
  • Subscriptions & billing
  • Roles & permissions
  • Analytics dashboards

HIPAA-aware healthcare software: patient portals, scheduling, EHR integrations and telehealth workflows.

  • HIPAA-aware architecture
  • Patient portals
  • Scheduling & EHR integrations
  • Telehealth workflows

Proxy fleets, node orchestration and high-volume pipelines that run unattended.

  • Proxy fleets & rotation
  • Node orchestration
  • High-volume pipelines
  • Monitoring & alerting

Agents wired into your data and tools, with guardrails and evals.

  • Support & sales agents
  • Workflow automation
  • RAG over your data
  • Evals & observability

Generative video, brand visuals and interface design, finished by hand.

  • Generative video
  • Brand & product visuals
  • Model orchestration
  • Design systems

Every product we ship is built SEO-ready to current technical standards: server-rendered pages, clean metadata and structured data, fast Core Web Vitals and analytics wired from day one — so growth doesn't need a rebuild later.

  • Server-side rendering & sitemaps
  • Schema.org / JSON-LD markup
  • Core Web Vitals performance
  • Analytics & conversion tracking

// not on the list? fintech · health · medtech · gaming · web3 · iot · computer vision · telephony · extensions · desktop · edtech · proptech

Describe your idea →
Available for Q4 engagements

Got an idea? Let's ship it before your competitors do.

Tell us what you are building. You get the architecture, timeline, team and price within 48 hours.

Start a projectSee our work
02/capabilities

One team, the entire stack.

Open a folder to see what we cover — product, mobile, operations, infrastructure, AI, design, security and growth, all in-house.

groovymilk / src
  • 01web-platforms.tsshipped
  • 02marketing-websites.tsshipped
  • 03saas-multitenant.tsshipped
  • 04portals.tsshipped
  • 05admin-backoffice.tsshipped
  • 06realtime-dashboards.tsshipped
  • 07medical-hipaa-portals.tsshipped
  • 08telehealth.tsshipped
  • 09// anything else — we add the file
03/delivery

How work actually reaches your users.

Every change runs the same automated route: review, tests, security checks, staging, release — no manual surprises.

deliver.ymlon: push → main · run #240all checks passed
$ gm run build --team senior --ai on
01✓senior engineers, no handoffs
02✓AI-augmented implementation & review
03✓staging you can click every sprint
04✓design system in the same repo
05→build complete
04/ai agents

Real AI engineering. Zero AI theater.

AI agents that actually do the work — wired into your data and tools, with guardrails, evals and monitoring in production.

Agents that plan, use your tools and stop at human checkpoints — running inside real business processes, not a chat window.

  • Multi-step task orchestration
  • Tool & API access
  • Human-in-the-loop control
  • Deterministic guardrails

Retrieval over your own data, structured extraction from documents, versioned prompts and evals — answers stay grounded and reproducible.

  • Retrieval-augmented generation
  • Structured extraction
  • Prompt architecture
  • Evaluation & regression tests

We add AI to the products and portals you already run — intake, documents, reporting — without rewriting your systems of record.

  • Legacy & API integration
  • Document processing
  • Intake automation
  • Decision support

Swap model providers freely. Every action logged, data residency covered, spend capped — ready for security review.

  • Model-agnostic architecture
  • Full audit trail
  • Data residency & privacy
  • Cost & rate governance
05/security & quality

We stress-test your product before your customers do.

Security and QA in-house: pen testing, automated tests on every change, and the paperwork US buyers ask for.

With your written permission we attack your product like a real attacker would — and hand you every finding with proof and a fix.

  • Web & API testing
  • Mobile app testing
  • Cloud & access review
  • Third-party code audit

AI writes and maintains the suite; it runs before anything reaches your users. Load tests cover your busiest day.

  • Tests on every change
  • Load & stress testing
  • Visual checks
  • Edge-case hunting

We build and document to the standards enterprise buyers ask about, so security reviews stop stalling deals.

  • SOC 2 control mapping
  • HIPAA & PCI DSS scoping
  • GDPR / CCPA data flows
  • WCAG 2.2 AA accessibility

Least-privilege access, encryption everywhere, queues and retries, alerts — plus a written plan for the day something breaks.

  • Threat modelling
  • Least-privilege access
  • Monitoring & alerts
  • Incident runbooks
Vibe coding, engineered

AI drafts, senior engineers own architecture and review. AI speed, real engineering discipline.

Every change reviewed twice

AI checks secrets, patterns and regressions. A human signs off before release.

A report you can forward

Plain-English summary for leadership, technical detail for your auditor or client.

Security testing is performed only under a signed agreement with the system owner’s written authorization. Groovy Milk LLC is not an auditor or certification body.

06/review & merge

Nothing ships without review.

Every change is proposed, reviewed by senior engineers and AI, checked for security and speed, and only then merged. You see it on staging before your users do.

  • lead engineerapproved
  • security engineerapproved
  • you (product owner)approved on staging
openfeat: warehouse station v2#1284 · main ← feature
  • tests / e2e + unit412 passed
  • security / sast + deps0 critical
  • performance / budgetp95 under target
  • ai review / logic + edge cases2 suggestions applied
merge pull request squash · deploy on mergeall checks passed
07/agile delivery

No discovery theatre.

Short Agile iterations from the first call to software in your hands — you see and approve progress at every step.

select a commit to see the detail

  2. groovymilk / sprint-1.md1–2 week sprints
    7b3de51·sprint 1

    Every sprint ends with something you can open and click — not slides. You review it, reprioritise the next sprint, and the direction stays yours.

    • +live staging link after every sprint
    • +senior engineers, no handoffs
    • you reorder the backlog between sprints
    • one direct channel, one written update

    what you get

    Visible progress every sprint — and control over what comes next.

you control every sprint · no surprises at the end

08/how we start

Three simple ways to start working with us.

Every option starts with engineering, not a discovery invoice. Pick how you buy — we handle the rest.

Get a scoped quote
01

Start with one paid milestone

Fixed price · typically from $9k

Best if you are starting something new.

One meaningful piece of the real product, fixed price and date. You keep the code, then decide whether to continue.

  • Architecture written down
  • Working build you can click
  • Fixed price and date
02Most chosen

Get a dedicated team

Monthly · rolling

Best if your product is already moving.

A named team — engineering, mobile, infra, QA, design — shipping sprints against your roadmap, in your tools.

  • 1–2 week sprints
  • Named senior engineers
  • Your board, your rituals
03

Fix or rescue what exists

1–3 weeks

Best if something is live and hurting.

We audit security, speed and code quality, show you what is broken and how bad it is — then fix it if you want.

  • Security & performance review
  • Prioritised findings
  • Repair plan we can execute
Paperwork

MSA + SOW, or your paper. NDA signed the same day.

Ownership

Code and IP are yours, in your repos and your cloud.

Due diligence

Security questionnaires, SOC 2 mapping and insurance certificates on request.

No lock-in

Documented handover and runbooks — another team can pick it up.

Ranges are indicative, not an offer — final scope, price and dates are fixed in an MSA/SOW.

09/team

Senior talent, one team that owns the outcome.

No junior experiments. No subcontractor chains. Just senior engineers and modern product builders who stay with your project from first architecture to production launch.

Team composition31 specialists
  • Product & platform engineering39%12
  • AI, data & automation19%6
  • Mobile & device software16%5
  • Infrastructure & security13%4
  • Design, motion & AI media13%4
groovymilk / CODEOWNERSaccountability
  1. 1# named leads, not a ticket queue
  2. 2# they stay from kickoff to production
  3. 3
  4. 4/architecture @tech-lead
  5. 5/delivery @engagement-lead
  6. 6/security @infra-lead
  7. 7/ai-systems @ai-lead
  8. 8/support @on-call
  9. 9
  10. 10# escalation → founder, same day
structure
one accountable team · no subcontractor chains
coverage
US + EU business hours · 24/7 on-call
footprint
USA · Europe · Central Asia
ownership
woman-owned · Ellicott City, MD
10/faq

Questions we get before every build.

11/contact

Tell us what you want built.

Fill in the fields — your brief compiles live as code. We reply with architecture, timeline and a fixed first milestone.

hello@groovymilk.io11101 Resort Road, #194
Ellicott City, MD 21042 USA / EU / Asia hours
brief.ts live
4 steps · ~60 seconds

We'll ask for your details, the scope, a budget range and a timeline. Your answers compile into a brief our engineers read the same day.

  • 01Profilestep
  • 02Scopestep
  • 03Budgetstep
  • 04Timelinethen build

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