AI & software studio · Taking new partners

Find the drag.
Add the lift.

We study how your business actually runs, find what's slowing it down, and build the AI and software that removes it. Then we measure the difference.

AI engineering · Software · Design · DevOps · Growth

Dermaglow scan result: a face mapped with one spot marked
DermaglowBuilt by Updraft Labs
Vision AI + LLM coachLive on the App Store · Android in testing

What clients come to us for

Faster approvals

Requests, claims and sign-offs that clear in hours, not days.

Less manual data entry

Documents read, checked and filed automatically. No more re-typing.

Quicker customer answers

Accurate replies drafted from your own knowledge, in seconds.

Lower operating costs

The same team handles more work, without hiring to keep up.

Data you can finally use

Years of files and spreadsheets turned into answers and reports.

Products that ship

The app or internal tool you've been planning, built and launched.

Why we exist

Everyone wants AI. Few know where it fits.

Most teams aren't short on ambition. They're short on a map. So we don't start with a chatbot; we start with how your work really flows.

1

Data you can't use

PDFs, inboxes, CRMs and shared drives full of knowledge that no model, and no new hire, can reach.

2

Work that doesn't scale

Manual hand-offs, re-typing and chasing approvals. The same five people answering the same fifty questions.

3

AI without a plan

Pilots that never reach production, tools that don't talk to each other, and no way to tell what's working.

What we do

One team, every discipline it takes.

AI is rarely the whole answer. The lift usually needs data work, software, design and a plan for adoption, so we bring all of it.

Bottleneck & AI opportunity audit

We sit with your team, map every workflow end to end, and measure where time, money and patience leak. You get a ranked list of where AI and automation pay off first, and where they don't.

See what the review includes →

Data & knowledge

We clean, structure and connect the data you already have so AI can use it: retrieval, pipelines, governance.

AI agents & automation

Agents that read, compare, draft and decide inside your tools, with people reviewing where it matters.

Custom software

Web and mobile apps, internal tools and integrations, built by engineers who ship every week.

Product design

Research, UX and interfaces that make powerful tools feel simple, so people actually use them.

Cloud & DevOps

Infrastructure, CI/CD, monitoring and cost control. Fast, safe and boring, in the good way.

Consulting & growth

AI strategy, build-vs-buy, team upskilling, and the marketing that turns a great product into a growing one.

Free · Our starting point

The Updraft Bottleneck Review

Before anyone writes code, we find out where your business actually loses time and money. You get a one-page Drag Report you can act on, with us or without us.

  1. 45-minute call. You walk us through one team or process.
  2. One week of analysis. We map the steps, the hand-offs and the waiting.
  3. Your Drag Report. The top bottlenecks ranked by cost, the first fix, and what it would take.

Free, no obligation. One process per company.

Your deliverableThe Drag Report
One page
  • Your process, mappedEvery step, hand-off and wait, as it really happens, not as the org chart says.
  • Drag scoreHow much of the team's week goes to work a system could do.
  • Top bottlenecks, ranked by costHours lost per week, and what each one costs you.
  • The first fixWhat to build first, how long it takes, and the expected payback.
  • What not to automateWhere AI would add cost or risk, so you don't spend money there.

Where AI fits

Before Updraft. After Updraft.

A few of the patterns we look for in every audit. Pick a team.

Before

After

How we work

Short loops. Working software early.

No 200-page decks. You see progress every week and numbers you can check.

  1. 1

    Explore

    Interviews, shadowing and data review. We learn your business the way your best employee knows it.

    Weeks 1–2
  2. 2

    Diagnose

    A bottleneck map and a roadmap ranked by impact and effort, with a clear first win.

    Weeks 2–3
  3. 3

    Build

    We design, engineer and integrate in short sprints, with working software every week.

    Weeks, not quarters
  4. 4

    Lift

    Launch, train your team and measure the results, so you can see exactly what changed.

    Ongoing

Our work

Built, shipped and in use.

Dermaglow

Consumer AI · iOS & Android

An AI skin coach in production. It reads a face scan, pins every spot to its exact place, and tracks each one from scan to scan, with a coach that reasons over the user's own history. We built all of it: the models, the app, the backend and the growth engine.

  • Computer vision that maps and tracks individual spots across scans, separating real changes from noise
  • An LLM coach grounded in each user's data that can rewrite their routine with one tap
  • Evaluated like infrastructure: every release must pass an exam of 33 photographs and 34 coach conversations before it ships
  • Published its own accuracy research, testing the model on 49 photographs and 156 model calls, failures included
  • Privacy by design for the most personal data there is: user photos never enter the test sets
iOS + Android
native apps, one backend
33 + 34
release exam: photos + conversations
End to end
AI, product, design, growth
Visit dermaglowbeauty.com ↗

AI systems running in production

Procurement

Multi-agent quote comparison

Agents extract price, specs and delivery terms from every supplier quote and line them up across hundreds of items, with confidence thresholds before anything reaches a buyer.

85%
faster sourcing
12K+
quotes a month
Finance ops

Invoice & contract extraction

A validation pipeline that reads invoices, contracts and forms, checks every line item and matches it to purchase orders, flagging only the exceptions.

50K+
documents processed
99.1%
validation rate
Knowledge

Enterprise knowledge retrieval

Hybrid search over policies, product catalogues and support history, returning sourced answers that staff can check in one click.

<1.5s
per answer
96%
answer accuracy
Strategy

Competitive intelligence agent

Monitors 200+ sources daily (web, filings and news) and turns pricing and product moves into a short brief.

200+
sources, daily
6 hrs
saved per analyst, weekly

Delivered with our sister studio, Buildyar. Figures as reported by the deployments.

The team

Builders, not slide-makers.

A senior, cross-functional team that has shipped AI and software to production, and knows how to get people to use it.

AI Engineers

LLMs, agents, retrieval, computer vision and evaluation.

Software Engineers

Web, mobile, APIs and integrations with what you already run.

Designers

Product, UX and brand, turning complex systems into calm interfaces.

DevOps Engineers

Cloud, pipelines, monitoring and security, around the clock.

Marketing

Positioning and growth that put your product in front of the right people.

We're always meeting great engineers, designers and marketers. Say hello →

Ways to work together

Start small. Grow when it pays off.

Consult

Bottleneck sprint

A focused audit of one team or process, ending with a costed first project.

2–3 weeks

  • Workflow & data review
  • Ranked opportunity roadmap
  • Architecture & cost estimate
Build

Project partnership

We take a defined problem from idea to production: AI, software, design and launch.

Weeks to a few months

  • A cross-functional team
  • Working software every week
  • Launch, training & handover
Embed

Ongoing team

An extension of your team on a monthly retainer. We keep finding drag and shipping fixes.

Monthly

  • Dedicated engineers & designers
  • Monitoring & support
  • Continuous improvement

FAQ

Good questions.

Something else on your mind? Ask us directly.

We don't know where AI fits in our business. Is that okay?

That's where most of our clients start. Our bottleneck audit answers that question with evidence. Sometimes the best fix is AI, sometimes it's a simple automation or a better tool.

We have a lot of data, but it's messy. Can you work with it?

Yes. Most valuable data is messy: scanned PDFs, old spreadsheets, email threads. We clean, structure and connect it so AI systems can search, reason over and act on it safely.

Do you only do AI?

No. We're a full-service studio: software engineering, design, DevOps, marketing and consulting. AI is our specialty, but we'll help with whatever moves your business forward.

How long does an engagement last?

It depends on the problem. A bottleneck sprint takes 2–3 weeks and a build usually takes weeks to a few months. Afterwards, some clients keep us on to run and improve what we built; others take it from there with a full handover.

What about our data privacy and security?

We work under NDA, follow least-privilege access, and design every system around your compliance needs, including private model deployments when data can't leave your environment.

Do you work with startups or only larger companies?

Both. Startups come to us to build and launch fast; established companies come to modernise operations. The process scales to either.

Let's talk

Tell us where it feels slow.

Describe a process, a pile of data or an idea. We'll reply within one business day with honest thoughts on what's possible. Free, no strings.

Interested in