AX Build

The work you did by hand every day,
an AI agent does it in 20 days

Not a report or a prototype — what remains is something running in the field.

Get our work assessed
  • 20일

    From on-site assessment to production deployment

  • AI Agent

    A deliverable that does actual work

  • 3개월

    Stabilization support after deployment

What It Is

Work people used to repeat
becomes the agent's job

We split work people used to do end to end into three parts.
The agent takes the repeated execution; people keep the judgment.

Best Fit

AX Build fits teams like this

Repetition

Key people's time is
tied up in repetitive work

Settlement, classification, research, reporting — a lot of work comes back in the same shape every day or week.

Delay

The data is there, but
producing the result takes forever

The material exists, but a person has to gather, review, and organize it before anything moves forward.

Impact

You need real operational results,
not AI experiments

You need something the team uses daily with measurable time savings, not one more PoC.

What Can Be Built

Which work can we change first?

From 37 proven workflows across five areas,
we start with the work where automation pays off most and success is clearly defined.

Shared work

  • Automatic meeting notes
  • Task management
  • Multilingual translation
  • Document auto-filing and search
  • Email triage and draft replies
  • Meeting prep briefs
  • Internal Q&A assistant

Work by function

  • Automated content generation
  • Automated landing pages
  • SEO and content calendar
  • Social media auto-publishing
  • Press and reputation monitoring
  • Email campaigns
  • Auto-compiled customer stories and interviews
  • Customer data management (CRM)
  • Lead discovery
  • Outreach sequences
  • Automatic proposals and quotes
  • Contract drafting and review
  • Sales call analysis
  • Pipeline reporting
  • Attendance and leave management
  • Expenses and settlement
  • Invoicing and collections
  • Finance dashboard
  • Hiring process
  • Onboarding and offboarding
  • Performance reviews and 1:1s
  • Contract lifecycle
  • Automatic PRDs and specs
  • Issue and bug triage
  • Code review assistance
  • Automatic technical documentation
  • Automatic release notes
  • Research collection and summarization
  • Experiment and A/B test operations
  • Customer feedback → backlog

Work that is not on this list can be designed to order after an assessment.

20-Day Process

From assessment to deployment,
20 days is enough

We agree on what to build, then build it,
and confirm the impact with the actual users.

Discuss the 20-day schedule
  1. Day 1

    On-site assessment

    We observe the real work and find where the time goes and what to automate.

  2. Day 2–5

    Design and goal alignment

    We agree on the agent's scope, the human checkpoints, and the KPIs to measure.

  3. Day 6–15

    Agent build

    FDEs build the real workflow into an agent, checking in repeatedly with the team.

  4. Day 16–20

    Deployment and measurement

    We deploy to the live environment and validate impact on time saved and processing accuracy.

Deliverables

What stays with the organization after 20 days

  • Work assessment results

    A working baseline covering automation targets, bottlenecks, and target KPIs.

  • A production-ready AI agent

    Not a demo screen — an agent deployed to do the team's actual work.

  • Impact measurement report

    Compare time spent and throughput before and after to confirm the improvement.

  • 3 months of stabilization support

    We handle the exceptions real usage surfaces and support the landing into operations.

Real Outcomes

Here is how real customer work
changed

See all customer stories

  • Finance · VC

    3–5 daysUnder 1 hour

    Due diligence automated across 100+ portfolio companies · 30 hours saved per month

    Translink Investment

  • Logistics · Marketing

    2–4 hours3 minutes

    Classification and publishing automated · 20× throughput

    Chainlogis

  • E-commerce · Settlement

    2–3 hours30 seconds

    Order settlement automated · 60 hours saved per month

    UHA Company

FAQ

Questions we hear most before adoption

Which work should we pick first?

Work that repeats in the same shape daily or weekly, with a clear standard for judging whether the result is right, makes the best first target. In the Day 1 on-site assessment we observe the actual work and rank the candidates by automation value.

Is this possible without an in-house dev team?

Yes. Codepresso FDEs handle the build; your team members only explain the workflow and confirm the results. No in-house engineering is required.

Can we use it right after the 20 days?

We deploy to the live environment on Day 16–20, so it is in real use after 20 days. For the following 3 months we handle exceptions surfaced by real usage and support the landing into operations.

Next month, your first automation
runs on real work

In the first meeting we identify automation candidates and the expected impact together.

Get our work assessed