San Diego, CA · Data & AI Platforms

Data and AI platforms for San Diego businesses

Data platforms and ML for San Diego companies, from sequencing data to device test results, with security and lineage built in.

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Data & AI Platforms in San Diego

Data platforms for heavy scientific data

San Diego combines one of the country's largest biotech and genomics clusters with the Navy and a deep defence supply chain, wireless technology firms and major health systems. AI work here often involves either sensitive genetic data or controlled defence information.

One source of truth Clean, documented data for reporting and AI.
Full lineage Trace every number back to its source.
Models monitored Drift and accuracy tracked in production.

Our work

Projects we've delivered across industries

Real projects for real clients, one case study at a time.

01 IoT and Automation
02 Ecommerce And Retail
03 Textile Industry
04 Data Analytics
05 Community Building
06 Hotels and Restaurants
07 Psychology
08 Banking Services

See all case studies

Phone on a side table showing the smart home app with room, light, fan and curtain controls, in a bright living room

Case study

Home automation brand, Australia

IoT and Automation

Built the app behind a new smart home product line, from simple switches to 32-channel relay boards.

Up to 32 channelson one relay board

Alexa and Googlevoice control built in

Read case study

One app for relay boards, curtain motors, fans and dimmers
Voice control with Alexa and Google Assistant
Fast, reliable device control over MQTT

Tablet on cream linen beside green and gold wrapped gifts, showing the catalog builder with six gifts selected

Case study

Corporate gifting company

Ecommerce And Retail

Replaced manual catalog work with a portal and apps where customers build their own gift catalogs.

BeforeCatalogs made by handin a competitor's app, hiding its watermark

AfterCustomers build their ownpick products and share a personalised catalog

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Customers pick products and share their own catalogs
A faster ecommerce portal in place of the old, slow one
Android and iOS apps for partners and customers

Laptop on a tailor's table among maroon and mustard fabric, showing the order board from measurement to ready

Case study

Family textile business

Textile Industry

Moved a third-generation textile business from paper to one system for orders, inventory and delivery.

BeforePaper registersorders and stock kept by hand

AfterOne live systemevery order tracked to delivery

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Orders tracked from measurement to delivery
Live fabric inventory to plan for peak-season demand
Customer records kept in one place

Laptop on a steel workbench in a factory, showing the live machine monitoring dashboard

Case study

Electronics manufacturer

Data Analytics

Turned live machine data into a dashboard that shows run time, temperature and service needs as they happen.

Live readingson-time, temperature and service for every machine

AWS IoTsecure link from machines to the cloud

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Live data from every machine over AWS IoT
Run time, temperature and service intervals on one screen
Trends that help plan maintenance early

Laptop showing the community admin portal with a phone beside it showing a scheduled advisory message

Case study

Advisory services company

Community Building

Built a WhatsApp platform that keeps advisory communities informed and engaged.

Many communitiesrun from one web portal

Live or scheduledmessages and campaigns that keep members engaged

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Send messages live or on a schedule
Run regular campaigns across many communities
Manage every community from one web portal

Phone on a hotel bedside table showing Room 204 controls for lights, fan, AC and water heater, beside a brass room key

Case study

Hotel automation maker

Hotels and Restaurants

Gave small hotels and lodges smart rooms that guests control from their phone.

BeforeSwitched by handlights often left on after guests leave

AfterFrom the guest's phoneand switched off when the room is empty

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Guests control room devices by app or web link, no download
Access ends automatically at checkout
Sensors switch off lights when the room is empty

Phone on a bedside table at dusk, showing the audio track library beside headphones, a candle and lavender

Case study

Life coach with global clients

Psychology

Replaced emailed audio files with an app where clients buy and keep their therapy tracks.

3 yearsin use with clients worldwide

Android and iOSin many languages and currencies

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Clients buy and play their tracks in one app
Purchased tracks stored safely, never lost
Multiple languages and currencies for clients worldwide

Laptop on a teak desk in a heritage bank office, showing the branch accounting dashboard beside old ledgers and a brass lamp

Case study

Co-operative Bank, Karnataka

Banking Services

Moved a 100-year-old bank from paper ledgers to one digital system across 25 branches.

100 yearsof paper records moved to digital

25 branchesrunning on one system

Read case study

Customer accounts, loan ledger and FD interest schedules in one system
Journal records and branch reports from all 25 branches
Balance sheet and P&L statements ready to export

Where it fits

Where San Diego teams use it

Biotech and genomics

Sequencing data pipelines

Large sequencing outputs processed and organised.

1Ingests instrument outputs
2Runs standard pipelines
3Tracks sample lineage

Wireless and hardware

Test data analytics

Find failure patterns across test runs.

1Collects test results
2Detects anomalies
3Feeds engineering dashboards

Have a use case like these?

Tell us what your team does by hand today, and we'll show you how we would approach it.

Book a free consultation

What we build

What our data and AI platform work covers

Data Engineering & Pipelines

Modern data pipelines, warehouses and lakehouses that bring data from across the business into one reliable, well-modelled place.

Predictive & Visual AI

Machine learning for forecasting, scoring and anomaly detection, and computer vision that turns images and video into decisions.

MLOps, Security & Governance

The tooling and practices to deploy, monitor and govern models safely, from versioning and drift alerts to access control and audit.

Built for California rules

Regulations we design around

Businesses handling Californians' data

CCPA / CPRA

Notice, opt-outs and data minimisation for personal data AI uses.

Defence contractors

CMMC

Controlled unclassified information kept inside assessed environments, AI tools included.

FDA-regulated life sciences

21 CFR Part 11

Validated systems, audit trails and e-signatures for regulated records.

Health businesses in California

CMIA

Stricter-than-HIPAA limits on sharing medical information.

Working together · Pacific Time

Working with us from San Diego

Your early morning is our late evening, so we meet live as your day starts and build while you sleep.

7–9 AM PT Live call Review progress and make decisions together
Your working day Your feedback Your team tests and comments in writing
Overnight PT We build Progress is ready for your next morning

Want to see how a week with us would look?

Tell us your hours and your project, and we'll plan the live time around your day.

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How we work

From first conversation to production

1
Audit

We map your data sources, flows, owners and quality issues.
2
Architect

We design a platform that fits your cloud, scale and budget.
3
Build

We deliver pipelines, models and dashboards in working increments.
4
Operate

We set up monitoring, alerts and governance your team can run.

Get a clear plan for your project

A free consultation, then a written estimate of scope, timeline and cost.

Book a free consultation

Testimonials

What our clients say

FAQ

Questions from San Diego teams

Ask us something else

Can you handle very large genomics datasets?

Yes. We design storage and compute for large files, with tiered storage and on-demand processing to keep costs down.

What is MLOps?

MLOps is the set of practices and tools for deploying, monitoring and updating machine learning models reliably, much as DevOps does for software. It keeps models accurate as data changes.

Which cloud platforms do you work with?

We work with the major cloud providers and with on-premise environments, and design the platform around the tools and contracts you already have.

Do we need a data platform before starting with AI?

Not always. We often build the data foundations a specific AI use case needs first, then extend the platform as more use cases follow.

Get in touch

Tell us your requirements

Share what you'd like to build or automate. We'll reply by email to set up a free consultation.

Free consultation, no commitment
Talk to the people who will build it
Your details stay with us

Name

Work email

Country

Code

Phone

Your requirements

Data and AI platforms for San Diego businesses

Data platforms for heavy scientific data

Projects we've delivered across industries

Home automation brand, Australia

Corporate gifting company

Family textile business

Electronics manufacturer

Advisory services company

Hotel automation maker

Life coach with global clients

Co-operative Bank, Karnataka

Where San Diego teams use it

Sequencing data pipelines

Test data analytics

What our data and AI platform work covers

Data Engineering & Pipelines

Predictive & Visual AI

MLOps, Security & Governance

Regulations we design around

CCPA / CPRA

CMMC

21 CFR Part 11

CMIA

Working with us from San Diego

From first conversation to production

Audit

Architect

Build

Operate

What our clients say

Questions from San Diego teams

Other services for San Diego companies

Agentic AI

Generative AI Development

Website & Mobile App Development

ERP & CRM Development

Tell us your requirements