Takeanap pitches D:bo as an AI agent for design decisions

Takeanap says its D:bo platform helps design teams capture feedback, decisions and workflow context that generative AI tools leave behind. The company is targeting early-stage startups first, then plans to validate the product in North America and other English-speaking markets.

Why it matters: - Takeanap is aiming at a bottleneck generative AI has not solved: the human time spent reviewing, aligning and documenting design work after assets are generated. - The company says that inefficiency turns into a real operating cost for design teams, especially when decisions are scattered across multiple collaboration tools. - Takeanap is pitching D:bo as a way to turn those workflow moments into reusable data for faster future decisions.

What happened: - Takeanap introduced D:bo as an AI workflow agent for design teams. - CEO Saemi Jung said the company name reflects the idea that people can delegate tasks to AI and use the saved time elsewhere. - The product was shaped by Jung’s experience in development, design and marketing. - Pangyo Techno Valley interviewed Jung at The LINK in Pangyo Startup Campus about the product and the company’s expansion plans.

The details: - D:bo structures design requests, progress status, feedback and shared updates into work cards and reports. - When a user submits a request, D:bo turns it into a “Decision Card” and connects with tools such as Figma and Slack to show operational progress. - The system keeps reasons for edits and feedback in a design decision layer so teams can reuse them later. - Takeanap estimates that repeated judgment delays and rework cost about 700 million KRW a year for a 300-person design organization. - The company says fragmented decisions across Slack, Notion and Figma create lost history and higher operational risk. - D:bo analyzes contextual comments in design tools to learn team preferences and recurring decision patterns. - Takeanap says the product can suggest alignment based on how a specific team tends to evaluate aesthetic or functional tradeoffs. - The company plans a six-agent architecture over time, covering report generation, sharing automation, feedback structuring, visual context expansion and decision-making support. - Takeanap says D:bo is different from tools that mainly generate or edit assets, including Figma agents, Motif AI, Uizard and Google Stitch. - The company positions D:bo as a workflow management layer for professional designers and team collaboration after asset generation. - Takeanap also says D:bo captures workflow data automatically, unlike document systems such as Confluence that require manual writing. - The initial target users are design leaders, PMs and product designers at early Series A startups with 5 to 20 employees. - Before the B2B launch, Takeanap ran a B2C portfolio feedback service that aggregated more than 600 real-world design projects into its dataset. - The company plans a 60-day “Design Decision Bootcamp” for corporate clients, starting with a two-week workflow diagnosis and then a six-week live test inside active operations. - Takeanap says the bootcamp is designed to reduce unnecessary design revisions and test paid conversion potential. - Jung said the company is focused on the global market and sees North America and English-speaking markets as the first expansion targets. - The company says the United States and Europe have a larger concentration of fast-moving startups with strong remote collaboration cultures. - Takeanap started in Pangyo through a local incubation and acceleration program last year and later moved into an on-campus office.

Between the lines: - The pitch is less about generating more design output and more about preserving the reasoning behind each decision. - That positions D:bo as a process memory layer for teams, not just a creative assistant. - The company is also signaling that its first wedge is small, high-velocity startups where alignment problems can slow delivery quickly. - Pangyo is part of the go-to-market story, serving as both a testing ground and a launchpad.

What's next: - Takeanap plans full B2B proof-of-concept validation through its Design Decision Bootcamp. - The company will use those tests to refine product-market fit with corporate clients. - After local validation in Pangyo and South Korea, Takeanap plans to expand into overseas markets. - The company’s longer-term roadmap includes a broader multi-agent system built around design operations.