Your AI builder doesn't know what you know. Yet.

Tessera turns your product thinking into structured context your AI builder can actually use. Every decision visible. Every assumption accounted for.

Free during beta. No credit card.

The problem

The tool changed.
The mistake didn't.

The industry is full of prototypes cosplaying as products. Polished UIs, smooth interactions, and absolutely no understanding of who they're for or what happens when something goes wrong.

AI builds exactly what you ask for. But a prompt can't hold everything you know. Your research, your edge cases, your interviews, your constraints. The AI fills in the gaps with its best guess. Silently. Confidently. And most of the time, wrong.

Context collapseA scatter of small labeled tiles representing the rich product context a designer or PM holds in their head, converging through a funnel into a single thin horizontal bar labeled "a paragraph," followed by a generic blank UI labeled "the AI's best guess."What you knowResearchPersonaGoalProblemConstraintEdge caseDecisionConversationDocumentQuotePain pointFlowScenarioMetricEntityTaskA paragraphThe AI's best guess
The reframe

What if the AI actually thought with you?

We've been treating AI like a contractor. Here's the spec, go build. But even the best contractor builds the wrong thing if nobody did the product thinking first.

Tessera works as a partner instead. It reads what you bring, asks the hard questions, and makes the calls you might miss. The result is a co-authored product model: personas, problems, flows, and decisions, connected to each other and to the inputs they came from. The build comes later.

How it works

Describe. Partner. Refine. Build.

01

Describe

Tell Tessera what you're building. Paste in your research, your PRD, interview notes, or just describe your idea in your own words. Rich input or rough idea, Tessera meets you where you are.

Tessera's welcome composer with a brief describing an event planning agency's internal tool pasted into the project description field, ready to start a new product model.
02

Partner

Tessera's AI reads everything deeply, then thinks with you like a senior product leader. It surfaces what's missing, challenges assumptions, and co-authors the product model with you. Every piece is tagged with where it came from: what you said, what the AI inferred, what emerged from the conversation.

The kickoff conversation surface showing Tessera's AI in mid-flow: a question card with the AI's analysis and unilateral lean on the left, and a live model outline on the right showing what's been discussed, inferred, or contributed by the user across personas, problems, tasks, and flows.
03

Refine

Your product model lands in a workspace where you can see everything the AI generated. Edit a persona, add a flow, connect a constraint the AI missed. The model is yours to shape.

Tessera workspace for the EventForge project showing a card grid of personas, problems, and tasks. Each card is tagged with its provenance source, FROM YOU or INFERRED, and the toolbar shows filters for issues and inferred fields.
04

Build

Export structured build packages to Claude Code, Cursor, Codex, or other AI coding tools. A connected, structured model your builder reads as context, not a document you copy-paste. Less drift. Fewer iterations. The thinking's already done.

What you can see

See where every piece came from.

Most AI tools are black boxes. Something goes in, something comes out, and you have no idea why it made the choices it did.

Tessera tags every field in your product model with where it came from. You said it directly. It came from a document you uploaded. It emerged from the conversation. Or the AI inferred it. You can scan your model and see exactly what you authored, what the AI contributed, and where you might want to look closer.

Who it's for

For people who care about what they're building, not just that they're building.

Founders building with AI tools

You have a vision and you've been prompting your way through it. The output is close but never quite right. Tessera gives you a thinking partner that closes the gap between what you know and what the AI builds.

Product managers and designers

You've done the research. You understand the users. But getting all of that context into the build process feels impossible. Tessera structures your knowledge into something AI can reason about and shows you where the gaps are before they become problems.

Teams handing off to AI-assisted development

Your engineering team is using AI coding tools. The handoff from product thinking to code keeps losing nuance. Tessera produces a structured, traceable model that carries the full context into the build.

What's next

Where Tessera is headed

Tessera is in active development. Here's what's on the roadmap.

Journey Maps
Map your user's full experience with emotional context as structured data in your model.
Expanded Inputs
Accept more document types and richer source material to give the AI partner more to work with from the start.
Live Context Layer (MCP)
Connect Tessera directly to your AI coding tools so your product model serves as live context during development. Not a one-time export. A persistent connection.
Artifact Generation
Render your model into polished deliverables: PRDs, persona documents, and other artifacts, all backed by the provenance data in your model.
Evaluation
Check whether AI-generated code actually reflects your product model. Diff intent against output, catch drift before it becomes a bug.

We're building in the open. Beta users shape what ships next.

Help us build the thinking layer.

Tessera is free during beta. No credit card, no commitment. Try it, break it, tell us what's missing.

No credit card. No spam. Just early access and a say in what ships next.