We build the software other teams call impossible.

Products, platforms, infrastructure and AI agents — shipped by one senior team.

Book a call — technicalls ./capabilities →
Woman-owned · US-registered · Public sector ready
groovymilk/manifest.tsmain
// groovymilk.io — engineering manifest export const team = {  hq: "Maryland, USA",  engineers: "all over the world",  builds: ["pos", "logistics", "saas",    "portals", "mobile", "infra", "ai-agents"],  limits: null,}; // $ gm ship --scope any
Custom POS & KDSWarehouse stationsParcel scanningTracking APIsSaaS client portalsAdmin panelsiOS & Android appsAI videoAI graphicsRealtime dashboardsPaymentsCloud infrastructureCustom POS & KDSWarehouse stationsParcel scanningTracking APIsSaaS client portalsAdmin panelsiOS & Android appsAI videoAI graphicsRealtime dashboardsPaymentsCloud infrastructure
01/what we build

If you can imagine it, we can ship it.

Seven families of systems we build end to end — from the terminal on a counter to the cloud behind it, delivered turnkey and SEO-ready.

01Commerce & hospitality

POS, KDS and retail operating systems

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

  • Offline-first terminals
  • Kitchen display sync
  • Payments & loyalty
  • Storefront + ordering
02Logistics & warehousing

Tracking platforms and warehouse stations

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

  • Scanner hardware flows
  • Warehouse stations
  • Live tracking
  • Billing & back office
03SaaS & platforms

Multi-tenant SaaS, portals and marketplaces

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

  • Multi-tenant architecture
  • Subscriptions & billing
  • Roles & permissions
  • Analytics dashboards
04Infrastructure & networks

Proxy farms, automation and scraping infrastructure

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

  • Proxy fleets & rotation
  • Node orchestration
  • High-volume pipelines
  • Monitoring & alerting
05AI & agents

AI agents embedded into products and operations

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

  • Support & sales agents
  • Workflow automation
  • RAG over your data
  • Evals & observability
06AI media & brand

Generative video, graphics and product design

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

  • Generative video
  • Brand & product visuals
  • Model orchestration
  • Design systems
07Growth & search

Turnkey delivery, engineered to rank and convert

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 · gaming · web3 · iot · computer vision · telephony · extensions · desktop

Describe your idea →
02/capabilities

One team, the entire stack.

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

groovymilk / src
  • 01web-platforms.tsshipped
  • 02saas-multitenant.tsshipped
  • 03portals.tsshipped
  • 04admin-backoffice.tsshipped
  • 05realtime-dashboards.tsshipped
  • 06// 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

AI that does the work, not a demo.

We build AI assistants and automations, connect them to your real data and tools, and keep improving them after launch.

01

Support and sales agents that actually close loops

An assistant that knows your products and policies, answers customers in your tone, hands hard cases to a human and writes everything back into your CRM.

  • Chat, email & voice
  • Escalation to humans
  • CRM write-back
  • Multilingual
02

AI added to the app you already run

We plug intelligence into your current product — smart search, summaries, recommendations, document reading — without rebuilding what already works.

  • Smart search
  • Summaries
  • Document reading
  • No rewrite needed
03

Routine work handled automatically

Orders, invoices, parcel data, weekly reports. Software does the repetitive part and asks a person only where a decision really matters.

  • Order & invoice intake
  • Data clean-up
  • Scheduled reports
  • Human approval steps
04

Private, measured, under control

Your data stays yours. Every agent ships with quality checks, logs and spend limits, so you can see what it does and what it costs.

  • Your data stays yours
  • Quality checks
  • Full activity logs
  • Cost limits
05/security & quality

We stress-test your product before your customers do.

A dedicated security and quality practice inside the studio: penetration testing, automated testing and readiness for the standards US buyers ask about.

01

We try to break in, so nobody else can

With your written permission we attack your product the way a real attacker would — website, API, mobile app, cloud setup — and hand you every finding with proof and a fix.

  • Web & API testing
  • Mobile app testing
  • Cloud & access review
  • Third-party code audit
02

Testing that runs on every change

AI writes and maintains the test suite; it runs automatically before anything reaches your users. Load tests show what happens on your busiest day.

  • Tests on every change
  • Load & stress testing
  • Visual checks
  • Edge-case hunting
03

Ready for US security questionnaires

We build and document to the standards your enterprise buyers ask about, so security reviews stop delaying your deals. Your independent auditor issues the certificate — we prepare the evidence.

  • SOC 2 control mapping
  • HIPAA & PCI DSS scoping
  • GDPR / CCPA data flows
  • WCAG 2.2 AA accessibility
04

Built to stay up

Sensible limits, queues and retries, least-privilege access, encryption in transit and at rest, monitoring, alerts and a written plan for the day something breaks.

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

AI writes the first draft; senior engineers own architecture, review and tests. The speed of AI with the discipline of a real engineering org.

Every change reviewed twice

Once by AI for security patterns, secrets and regressions — once by a human who signs off before release.

A report you can forward

A plain-English summary for leadership plus the technical detail your auditor, investor or client will ask for.

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 begins with engineering, not a discovery invoice. Pick the one that fits how your company buys — 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.

We agree on one meaningful piece of the real product, with a fixed price and a fixed date. You get working software and 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 — product engineer, mobile, infrastructure, QA, design — shipping in Agile sprints against your roadmap, in your tools and your review process.

  • 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 review the existing product for security, speed and code quality, show you exactly what is wrong and how serious it is — and fix it if you want us to.

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

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

Ownership

The code and IP are yours under the signed agreement, in your repositories and your cloud.

Due diligence

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

No lock-in

Documented handover and runbooks, so 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

A senior crew, one accountable team.

Every engagement gets a named lead who stays with it from the first architecture call to production and beyond.

Specialists on the bench
  • Product & platform engineering12
  • Mobile & device software5
  • Infrastructure & security4
  • AI, data & automation6
  • Design, motion & AI media4
How we are set up
  • Mailing address

    11101 Resort Road, #194, Ellicott City, MD 21042

  • Ownership

    Woman-owned business

  • Engineers

    USA · Europe · Central Asia

  • Overlap

    US and EU business hours

  • Structure

    One accountable team, no subcontractor chains

// 10+ years shipping software
// 3 continents · 24/7 operations support

10/govcon

Built for public-sector procurement.

Groovy Milk LLC is a US-registered, woman-owned Maryland LLC preparing for federal, state and local technology contracts.

capability-statement.md
Contractor

Groovy Milk LLC, a Maryland limited liability company, headquartered at 11101 Resort Road, #194, Ellicott City, MD 21042.

Primary capabilities

Custom software engineering, SaaS platforms, mobile applications, AI agents and automation, logistics and warehouse systems, cybersecurity assessments, and AI-driven quality assurance.

Differentiators
  • One accountable team, no opaque subcontractor chains
  • Agile delivery with client access at every sprint
  • Security-first build with OWASP, NIST and SOC 2 / HIPAA readiness
  • SEO and Core Web Vitals engineered into every public product
Full capability statement

Available upon request for RFP, RFQ, sources-sought and teaming discussions — email gov@groovymilk.io.

NAICS codes
  • 541511Custom computer programming services
  • 541512Computer systems design services
  • 541519Other computer-related services
  • 541330Engineering services
  • 511210Software publishers
  • 541613Marketing consulting services
Procurement status
  • SAM.govRegistration in progress
  • UEI / CAGEPending assignment
  • WOSB / EDWOSBCertification in progress via SBA
  • SecurityNIST 800-171 / DFARS readiness available
  • ComplianceSOC 2, HIPAA, PCI DSS readiness work
  • LocationMaryland LLC with US-based operations

Public-sector enquiries

RFPs, RFQs, teaming agreements, SBIR/STTR support, and state/local solicitations.

Request capability statement

// Legal note: SAM.gov registration, UEI/CAGE assignment and WOSB/EDWOSB certification are in progress. References to these programs describe current pursuit status, not a completed federal certification. All solicitations and bids will be submitted only after registration and certification are finalized.

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
Scope
Budget
Timeline

By submitting you allow us to contact you about this enquiry. No sensitive or confidential data, please — Privacy Policy

// groovymilk.io — project briefconst brief = {  from: "Guest",  email: "—",  scope: ["Web platform"],  budget: "$10k–30k",  timeline: "1–2 months",  summary: "—",};// $ gm run start-project --brief