From Converge Studio

Lorenz.

Pen testing for your
product operating system.

Find the gaps, close them, and optimize your planning and roadmaps. Stronger margins and growth as your product strategy gets unlocked.

Free Convergence Check · No account needed

Free · Public · No account needed

Find the gaps.
See the potential.

The Convergence Check is your free front door to Lorenz. Share your work and plans to see where they drift, and what closing those gaps could mean for EBITDA.

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Lorenz / Convergence CheckIllustrative
47Drifting
Current state$20m annual revenue10% EBITDA margin
Identified weakness

Potential EBITDA left on the table.

Annual EBITDA improvement+$83,227Modeled potential
+40 bpsEBITDA margin
Lorenz value
420%Annual ROI
4.3 monthsInvestment recovered
01 Evidence02 Findings03 Next steps
Illustrative scenario, not a forecast. $16k engagement + $1k annual Lorenz usage.

The Lorenz app · Your team’s workspace

Close the gaps. Build the discipline.
Make more of the strategy.

The free Check is the front door, and the same engine runs inside Lorenz against your live backlog. Each finding becomes work, each fix becomes a habit, and the operating system that builds up underneath carries roadmaps that pursue revenue and margin on purpose.

Remediate what the Check found.

The same Convergence Check runs inside Lorenz, against your live backlog. Each finding points at the commitment, goal or budget it leaves exposed and at the work that would close it. Fix it, and the light goes out.

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CommitmentsBacklog
Q4 bookings · $1M Upsells · $150K New SKU · 25 units ANNUAL PLAN CHECKOUT SKU TRIAL FLOW ENTERPRISE SSO SKU PRICING PAGE SECURITY QUESTIONNAIRE PARTNER LISTING

Turn the fix into a process.

The fix you just made becomes a skill. Its sources, rules and cadence get mapped inside Lorenz, and once every input is live the skill runs on its own over MCP. A gap you closed last month cannot quietly reopen.

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A discipline that compounds.

Each level includes the ones before it. A refined backlog gives you one plan you can defend. Level 02 adds goals, sales targets and surgical budgets on top of it, and you can plan two ways. Level 03 adds the optimizer on top of both, and you plan and optimize across four. The level you plan at is the proof of how strong your operating system has become.

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Plan capacity. Price the work.

With the backlog in order, every item carries a token estimate at the going rate of the model it runs on. Plans roll up into AI budgets you can commit to, capacity you can plan around and pricing that knows its own cost.

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Priced plan · Q4
5 item estimates Tokens & models
ItemMidpointTokensRangeModel
SSO for teams$22.00
4–7MSonnet 5
Usage-based billing$85.00
6–11MOpus 5
Renewal health score$33.75
2–4MGPT-5.5
Public API v2$15.75
7–14MFlash 3.8
In-app onboarding$4.50
1–2MMedium 3.5
5 items · 20–38M tokens · midpoint $161.00 of $250

Illustrative AI usage, not total delivery cost. Excludes human effort and infrastructure. Assumes 75% input / 25% output tokens at September 2026 rates.

Roadmaps that chase margin on purpose.

On that foundation the optimizer connects strategy to operating reality, then re-runs the plan for the scenario you care about: revenue growth, EBITDA, basis points of margin, promises kept. Turn a dial and see what moves, what waits and why.

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Revenue up · billing and SSO pull forward, dark mode waits
Growth
Platform
Experience
Not in plan

    Subscription fatigue is real.

    Lorenz is usage-based. Founder-built, no outside capital, so there’s no board demanding an ARR bridge and no plan tiers built to feed it. You pay for the actions that do real work, most of them under fifty cents.

    Founding Member25 spots
    $500 · Lifetime Access

    One-time payment. Lifetime access. One workspace, on your own model keys, for as long as Lorenz exists. Only twenty-five spots available.

    • Every capability here, in one workspace
    • Bring your own model: inference runs on your keys at your provider’s rate, nothing added
    • Converge Studio onboarding call on your real backlog
    • Quarterly check-in and Lorenz roadmap visibility
    Claim a founding spot
    Pay as you goOpen to anyone
    Balance$ · Yours to set

    An action is one skill call plus the inference it runs on your plan. Load $10 and a department is well into a planning process.

    • Every capability on this page
    • Our models, or bring your own
    • Top up whenever, no plan to pick
    • Usage visible, request by request
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    With Converge StudioEngagement
    Balance$ · Included

    Usage is included for the length of the engagement.

    • An advisory engagement includes and subsidizes your plan usage
    • We set Lorenz up with you, on your real backlog
    • Carry on pay-as-you-go when the contract ends
    Talk to us about an engagement

    No per-seat billing. No annual lock-in. No “contact sales” to learn the price.

    Founding Member covers this tier as it stands: one workspace, up to 20 seats, the current core surfaces. Future modules, org-level features such as multiple workspaces, and anything with a variable cost sit outside it; usage on our models, if you choose them, is billed at the pay-as-you-go rate. If Lorenz is acquired, your seat transfers with it or the buyer refunds it in full. If we retire it, you get 90 days’ notice, a complete export, and a refund pro-rated over three years from purchase.

    A shared view of the choices.

    One roadmap, a different question from every department. Lorenz gives planners and the people who depend on the roadmap a shared view of priorities, constraints and trade-offs.

    Keep Jira, Linear and Notion. Lorenz connects the backlog to strategy, so everyone can see what makes the plan and why.

    Who reads the roadmap Auto
    Finance · FAQ
    What is this going to cost, and when?
    The problem
    • Dates, no dollars
    • No detailed resource allocation
    • No payback period, no ROI
    See how Lorenz answers

    The Converge Studio approach, built into software.

    Lorenz brings the discipline of our advisory work into a repeatable planning process: clearer inputs, connected priorities, visible constraints and explicit trade-offs.

    Use it to improve how your team operates and to explore what your roadmap could achieve. When you need help establishing the process, facilitating a difficult planning session or working through an operating challenge, Converge Studio is there to help.

    Send and return via Lorenz MCP.
    JiraTickets, epics
    LinearIssues, cycles
    NotionDocs, backlog, GTM
    Shareable Artifacts
    Lorenz
    01Ingest
    02Refine
    03Optimize
    04Publish
    Bus
    Our own stack

    At Lorenz, Notion hosts our docs, backlogs, GTM approach, and strategy artifacts. Lorenz sits on top, synthesizes + updates formal plans once every two weeks, and pushes priorities back down into Notion so our backlog stays aligned with our strategy.

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    Where Lorenz is today.

    Lorenz is being developed on real product work, with an expanding focus on operational discipline, planning and business outcomes.

    Release planLate 2026
    Closed alpha
    Open alpha
    Early access

    Closed alpha

    Through October 2026

    Remediate Convergence Check findings and trace the backlog to strategy.

    Open alpha

    Through November

    Full planning for organizations running agentic development.

    Early access

    Starts December

    Algorithmic roadmap optimization and a cockpit for running quarterly and strategic planning.

    Skip to request access

    CONVERGE

    Make more of your product strategy.

    Tell us about your product work and what you want to improve.

    Got it.

    We’ll reply within 48 hours from hello@converge.studio.

    Thanks. We’ll get back to you shortly.

    While you wait for access, see where your planning stands: take the free Convergence Check →