We help AI-forward companies build an advantage they can own.

A senior product, design, engineering and delivery team for AI × B2B startups and scale-ups.

Start a project

$20k/monthNo minimum term

Loved by 50+ global teams

WORK / START WITH THE QUESTION

Find the question already slowing your team down.

Our work is organised around the decisions AI × B2B teams are trying to make, not a list of technologies.

ONE SENIOR TEAM / END TO END

Specialists for the work that makes AI useful.

Product, design, engineering and delivery work as one team, around one outcome. No hand-off between an advisory deck and the people who have to build it.

01

Product and strategy

Choose the problem worth solving, define the product advantage and turn ambiguity into a roadmap the whole team can use.

02

Experience and design

Make complex model behaviour understandable, useful and safe through clear interactions, feedback and human control.

03

Applied AI and engineering

Build the models, data pipelines, evaluation, infrastructure and product code required to operate beyond a demo.

04

Delivery and adoption

Ship into the real workflow, work beside the people who will own it and leave behind systems the internal team can improve.

WHY GUM

Advice is only useful when it survives production.

Gum Technologies is the AI transformation team within Logarithms. We bring the operating knowledge of people building products, models and infrastructure of their own.

01

Builders, not spectators

The people shaping the recommendation are the same people designing, engineering and shipping the system.

02

Production is the test

A prototype proves possibility. We focus on what happens when the product meets real users, data, cost and operational pressure.

03

Your team keeps the advantage

We build for internal ownership: clear decisions, observable systems and knowledge transferred through the work itself.

SELECTED ENGAGEMENTS

Working as part of the team, not beside it.

We stay close enough to the problem to carry product decisions into the data, models, infrastructure and delivery work behind them.

PRICING

A complete AI team, without the hiring cycle.

Start with the highest-leverage question. Keep us while the work is valuable. Stop when your team is ready to take it forward.

$20Kper month

No minimum term. No separate agency layers.

Discuss your first month
01

Choose the bottleneck

Start with the product, workflow or system question creating the most leverage for your team.

02

Build beside your team

A senior cross-functional team works inside the roadmap, with weekly decisions and production delivery.

03

Launch and transfer

We ship, measure and document the system so your team can operate and improve what has been built.

WHY A MONTHLY TEAM

Don't pause your roadmap to hire. Keep product moving.

WITH GUM
BUILDTESTLAUNCH
IN-HOUSE
HIRING

ROLES

Small teams need unusually capable people.

We hire carefully across product, design, engineering and applied AI. Introduce yourself even when there is no role with your exact title.

01

Product and design

For people who can turn an ambiguous product question into a clear, useful experience and carry it through to release.

Introduce yourself 02

AI and engineering

For builders who move comfortably between models, infrastructure and product code, with production as the standard.

Introduce yourself 03

Open application

If your best work sits between disciplines, tell us what you build, how you think and where you create unusual leverage.

Introduce yourself