Real tasks and results

See how Octodus solves real business tasks

From a message in chat to a finished result: a presentation, a render, an application. Each case shows the task, how the agent worked and the outcome.

Six real business tasks.

Figures appear together with the task and the result, not in a separate strip of unexplained numbers.

A client editing their website through the work chat
Web development

Clients edit their own websites

Fixes without tickets free up the agency team's time

Architectural project exposé
Architecture

Planning permission exposé: in an evening

1.5 hours instead of at least 5 days and from $10k

Photorealistic facade render
Architecture

Photorealistic facade rendering: in hours, not weeks

A few hours for five facade variants

Grant application and contractor coordination
Construction

Grant application and five contractors: in one chat

Grant end to end with minimal human input

Park hotel garden paths
Development

Hotel path dispute: a solution twice as cheap

−50% per square metre of paths

Restaurant floor plan after optimization
Hospitality

Restaurant area −111 m² and 6 code violations

−111 m² and 6 violations found in two days

Fixes without ticketsClients edit their own websites
Task
Take the flow of small client website edits off the agency team.
Input
A client request in the work chat.
Agent actions
Moves a block, recolors a button or changes the language from a plain message.
Result
The change goes live on the site without interrupting the team.
“Clients handle minor edits themselves, we got hours back every day.”
Igor L., Founder, web agency
1.5 hours instead of 5 daysPlanning permission exposé: in an evening
Task
Prepare an exposé of an unbuilt building for planning authority sign-off.
Input
What is being built, where and why.
Result
A finished presentation for the planning authority.
Time and effect
1.5 hours instead of at least 5 days and from $10k.
“What the firm normally takes a week, we got done in a single evening.”
Sergej M., Lead architect, architecture firm
5 facade variantsPhotorealistic facade rendering: in hours, not weeks
Task
Show the client what the building will look like.
Input
Exact dimensions: footprint, number and spacing of windows, style.
Agent actions
A 3D model built in the browser to exact dimensions, rendered as a photorealistic image at full scale.
Result
Five facade variants in one chat in a few hours.
“Studio quality for a building that didn't exist half an hour ago.”
Anna R., Architect, design studio
Grant end to endGrant application and five contractors: in one chat
Task
Apply for a grant for the company's own on-site documentation control system.
Input
Strict grant requirements and five contractors.
Agent actions
Parsed the requirements, selected the relevant ones, structured the documents and wrote the business plan with minimal human input. In parallel: coordinated the contractors, collected documents and tracked statuses in Telegram.
Result
An application prepared through to submission.
“We submitted without dropping our main work. Even the patent attorneys were surprised by the speed.”
Dmitri K., Director, construction company
−50% per m² of pathsHotel path dispute: a solution twice as cheap
Task
Settle the garden path plan for a park hotel.
Input
A chat discussion between architects and builders.
Agent actions
Flagged the weakness in the plan (straight, non-looped routes), explained how garden paths are designed and proposed a material.
Result
A material at half the price of paving per square metre that looks better in a forest setting.
“A second opinion that saved half the path budget.”
Oleg V., Developer, park hotel
−111 m² and 6 violationsRestaurant area −111 m² and 6 code violations
Task
Reduce the restaurant area and check the design.
Input
The original design with an area of 490 m².
Agent actions
Four iterations of the floor plan.
Result
379 m², 6 critical building code violations missed in the original design, and two days instead of weeks of work.
“In two days: what was planned for weeks, plus we caught 6 violations.”
Viktor N., Owner, hotel

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