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Agentic engineering

Build what your
business needs next.

We build custom software, AI-assisted workflows, and integrations around your business. Agentic engineering combines AI coding agents with human direction, review, and testing.

Let’s talk about your project

Software shaped around the work.

Your team may be copying information between tools, managing requests in spreadsheets, or waiting on software that does not quite fit. We scope a focused solution and build it with clear boundaries, review, and testing.

Inside the build · otto.

Explore the system.
Follow the decisions.

An internal Plarnf project, built across email, AI, scheduling, and task management. Select a workflow to see how the pieces work together.

otto. / system walkthroughIllustrative data

Integration + AI interpretation

Turn scattered messages into work you can act on.

otto. connects email intake, AI analysis, and a shared task workflow. The engineering is in carrying useful context across those boundaries.

ProtonGmailConnected accounts
Incoming message

Revised proposal for Friday

“Please review the revised scope and send your questions before Friday’s call.”

Message and source received
STEP 01 / 03

Different sources. One intake path.

Messages arrive through connected accounts. Source information travels with the message so the resulting work can be traced back.

Where this can help your businessClient requests, sales follow-ups, and internal intake queues.

Discuss your workflow

Interactive illustrations of an internal project. Sample data stays on this page; these examples do not connect to live accounts or run AI.

Step 1 of 3

Define the useful version

Choose the workflow, users, data, and intended outcome. Agree on what the tool should do, where it should stop, and which actions need approval.

Step 2 of 3

Build and connect

Use AI coding agents to support development, with human direction and review. Connect the systems needed for the agreed scope.

Step 3 of 3

Test before relying on it

Check key workflows, access permissions, failure states, and recovery. Document the setup and agree on maintenance responsibilities before handover.

What we can help with

Useful software. Clear boundaries.

Agentic engineering can accelerate development, but the business problem still leads. We define the intended behavior, review the implementation, and test the work before relying on it.

Internal tools and applications

We can build focused tools for requests, task coordination, reporting, or other agreed workflows. The first version concentrates on the essential user journey and the data needed to support it.

Internal portals · Workflow tools · Custom interfaces

Integrations and automation

We connect compatible systems so information can move with less repeated entry. Scoping includes data access, failure handling, and how someone can see what happened when a step fails.

API connections · Workflow automation · Failure visibility

AI-assisted workflows

We can design workflows that use AI to organize information, prepare drafts, or suggest next steps. Sensitive actions can require human review, and access is limited to the information needed for the agreed task.

Drafting · Classification · Review and approval

A focused engagement

Clear scope.
Useful work.

We agree on priorities, deliverables, and budget before starting. Your engagement can include:

  • Scoped prototype or custom internal application
  • Workflow integrations and approval steps
  • Testing and access-control review for the agreed scope
  • Handover documentation and ongoing-cost overview

Your questions.
Answered.

What does agentic engineering mean here?

It means using AI coding agents as part of the software development process. People define the requirements, review the implementation, test the result, and decide what ships.

Will an AI take actions without approval?

That depends on the agreed workflow. For sensitive actions, we design explicit review and approval steps. Access, data use, and operating costs are part of scoping.

Start with a conversation

What’s next
for your business?

Tell us where you are and what you want to change.

Talk about your project