AI Transformation OS

Stop guessing which AI projects
will actually deliver ROI.

Tessera scores, prioritizes, and tracks every AI use case across your enterprise — so you invest in the projects that matter and kill the ones that don't.

Try the AI Scoring Tool →
17 AI Use Cases Deployed
$1.9M Capital Raised
25K+ Hours Implementation

85% of enterprise AI projects fail to reach production

Companies pick AI use cases based on vendor hype and executive whims — not data. They fund 30 pilots, finish 3, and wonder where the budget went. The missing piece isn't more AI tools. It's a system to decide which ones to build.

One system for your entire AI portfolio

From intake to production, Tessera gives you the operating system your AI transformation actually needs.

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Use Case Scoring

Every AI idea gets scored on value, feasibility, and adoption readiness. No more gut-feel prioritization — just data-driven decisions.

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Portfolio Dashboard

See every AI initiative in one view. Track status, ROI projections, and blockers across teams. Know exactly where your AI budget is going.

Priority Quadrants

Automatically classify use cases into Quick Wins, Strategic Bets, Low-Hanging Fruit, or Deprioritize. Focus resources where they'll compound.

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Readiness Assessments

Score data quality, infrastructure maturity, and team capability before committing budget. Kill bad projects before they drain resources.

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Stakeholder Alignment

Generate business cases, ROI models, and executive briefings automatically. Get leadership buy-in with evidence, not PowerPoints.

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Impact Tracking

Measure actual vs. projected ROI post-deployment. Build institutional knowledge about what works in your organization.

Tessera vs. the status quo

Most enterprises manage AI transformation with spreadsheets and Slack threads. Here's what changes.

Capability Status Quo Tessera
Use case prioritization HiPPO decisions Scored & ranked
Portfolio visibility Scattered spreadsheets Single dashboard
ROI measurement Post-hoc guesswork Tracked from day one
Stakeholder buy-in Manual decks Auto-generated cases
Time to decision Weeks of committee Minutes with data
Failure prevention Learn after losing $$$ Score before investing

Score your AI use case in 30 seconds

Get an instant assessment of any AI initiative's potential. No signup required.

AI Use Case Scorer

Describe your use case and we'll assess its potential across three dimensions.

Built by an operator, not a vendor

DR

Daniel Rieger

Founder, Tessera

I've spent the last decade deploying AI in enterprises — from Fortune 500 manufacturers to Series B startups. I've seen $2M projects die in pilot purgatory because nobody scored the use case first. Tessera is the tool I wish I'd had from day one.

17 AI deployments
$1.9M raised
25K+ hours in the field

Common questions

What kind of companies is Tessera built for?

Mid-market and enterprise organizations running (or planning) 5+ AI initiatives simultaneously. If you're managing AI transformation with spreadsheets and steering committees, Tessera replaces that with a system.

How is this different from project management tools?

Jira tracks tasks. Tessera scores AI use cases on value, feasibility, and adoption readiness — then tracks ROI from intake to production. It's the strategic layer that sits above your PM tool.

How does the scoring model work?

Each use case is assessed across three dimensions: Business Value (revenue impact, cost savings, strategic alignment), Feasibility (technical complexity, data readiness, integration effort), and Adoption (change management, user willingness, organizational readiness). The composite score determines priority quadrant placement.

Can I use the scoring tool without signing up?

Yes. The scoring tool on this page works without any account. For full portfolio management, dashboards, and team collaboration — join the waitlist and we'll get you set up.

When does Tessera launch?

We're onboarding design partners now. Join the waitlist and we'll reach out to discuss your AI portfolio and whether Tessera is the right fit.

Is my data safe?

We never store the use case descriptions you enter in the scoring tool — everything runs client-side. For the full platform, all data is encrypted at rest and in transit. We're building for enterprises that take data governance seriously.

Get early access to Tessera

We're onboarding design partners who want to bring structure to their AI transformation. Spots are limited.