What's New in Scale Platform

Reassess Evidence with Max

Evaluating your progress is now easier — with Max. When you add fresh materials to a project (for instance a new deck, an updated report, a transcript) select them on the Files tab and ask Max to reassess. Max evaluates the new content against your maturity model, compares it with what's already on the board, and proposes a bundle of changes: new evidence notes, status moves, and status updates for the objectives the material touches.

You Stay in Control

Max proposes; you decide. Reassessment is fully human-in-the-loop — Max never changes the board on its own. It bundles its findings into a set of proposed changes, and you go through each one to accept it, edit it, or reject it. Only what you approve is applied, so your team's decisions and hand-written notes are never overwritten. Each reassessment also shows its estimated effect on your project's average maturity and time-to-next-gate forecast, so you can weigh a change before you take it.

Keep Confidential Portfolios Private

Keep sensitive work visible only to the people who should see it. Until now, everyone in an organization could see every project. You can now mark a portfolio as private — its projects, evidence, files, and other details are visible only to the members you grant access to. Everyone else sees that the portfolio exists but none of its contents, and a lock badge in the sidebar makes private portfolios easy to spot.

Administrator and Member Roles

Decide who manages access, not just who has it. Everyone in an organization now has one of two roles — Administrator or Member — shown on the People page. Administrators manage users, assign roles, and control which portfolios are private and who can reach them; members continue to work exactly as before. When an admin needs to step into a private portfolio, they can grant themselves access, and the change is recorded for a clear audit trail.

Plan with Max

Never stare at an objective wondering how to validate it. The new Plan with Max tab turns the evidence card into a coaching surface: Max reads the objective's full context — its current evidence, status, and the wider project — and guides you towards reaching the objective.

Actions on Every Objective

Create a structured plan to guide your work and implement the PDCA cycle. The new Actions tab on the evidence card brings workflow management right where the team does the work — move the objective through the workflow, assign it to a team member, and see at a glance what's been done and what's next.

Redesigned Evidence Card

See where an objective stands and what to do next without hunting through menus. The evidence card has been rebuilt around three focused tabs that bring it all together: Activity, where the team captures notes and reviews the objective's history; Plan with Max for AI coaching; and Actions for workflow. Everything about an objective now lives on one card.

A Smarter, More Reliable Max

Act on Max's evaluations with confidence — every rationale now cites the evidence behind it, so you can verify a score instead of taking his word for it. Evaluations, hypothesis generation, file extraction, and chat all run on an upgraded engine that is faster and more accurate. Chat keeps working even when a source file is removed mid-conversation, AI features work for organizations on custom maturity models, and evaluations back-fill missing levels as Backlog items, so a gap on the evidence board is a visible to-do instead of an open question. A regression-test suite now runs on every prompt or model change, so this quality holds as Max evolves.

Multiple Portfolios per Organization

Stop forcing every initiative through a single maturity model. Organizations can now run multiple portfolios side by side, each with its own model — a business portfolio on one and an operational portfolio on another, with portfolio-specific journeys, gates, and bubble charts. Switch between them from the sidebar.

Project Files Tab

Document-heavy projects no longer mean digging for files. Project materials now live in a dedicated Files tab built for projects with many documents — easy to browse and manage, and a clear view of exactly what Max is reading.

Project Prioritization

Get the whole team working from the same top of the list. Order projects manually and tag each with a priority — High, Medium, or Low — shown as a sortable column in the projects table, so the portfolio reflects what matters now instead of what was added last.

Group Latest Evidence by Day

Catch up on a busy week in seconds. The Latest Evidence widget on the project overview now has a group-by-day toggle — each day collapses into a single summary row with colored category dots and a count of objectives touched, so you scan the shape of the work instead of a wall of entries.

Cleaner Objective Filters

Set up your view once — Scale Platform remembers it. Filters on the evidence board and maturity model views are now consolidated into a single Filters toggle: selected values show as compact badges and a Clear all button resets everything in one click. Your selections are saved per project, so you come back to the view you left.

Export Maturity Matrix as PNG

Get the full matrix into a board deck in one click — no screenshot stitching. Export the maturity matrix as a high-resolution PNG that captures every column and row without scroll clipping, ready to share with stakeholders, drop into reports, or paste into presentations.

Refreshed Maturity Model Content

Less second-guessing when you score an objective. The descriptions and examples for the GROW and OPS maturity models have been refreshed, so each level is clearer about what good looks like.

Chat History

Your conversations with Max are now saved. Each chat session is stored per project and listed in the sidebar, so you can revisit past advice, decisions, and evidence discussions. Start a new conversation anytime — previous sessions are always available to review.

Understand Max's Context and Skills

A new context and skills summary at the bottom of the chat sidebar shows exactly what data Max is working with — project details, team composition, uploaded files, evidence board status, and available tools. Click it to see the full breakdown, including which files Max can read and what skills Max can use to help manage your project.

A Faster Max

Get answers without the wait. Max now responds in real time with streaming output instead of generating the full response before displaying it. The chat sidebar is wider and more comfortable to use alongside project views.

Invite and Manage Your Team

Control who has access to your organization on the Scale Platform. Invite new users by email — they receive an invitation with a one-click signup link. The People page lists active members, pending invitations, and suspended accounts. You can now set your organization's default authentication method in Organization Settings.

Track User Actions

Maintain a clear record of who contributed what. Team members appear with names and avatars throughout the platform — in team cards, on evidence notes, and in project history.

Assign Objectives to Team Members

Distribute and plan work more effectively on the evidence board. Objectives can now be assigned to specific team members, making it easy to see who is responsible for validating each item.

Organization Currency

See financial figures in the currency your organization uses. Choose between EUR and USD in Organization Settings — the selection applies across the entire platform, from business cases to budget columns.

Portfolio View Chart Improvements

Read your portfolio at a glance with improved chart visuals. The bubble chart now uses theme-aware colors, cleaner labels, and better spacing. Comparison mode shows historical positions more clearly, making it easier to track how projects move through maturity phases over time.

Improved AI Context Awareness

Max is now more context-aware across the board. AI evaluations factor in your project description and organisation profile when scoring evidence, so relevance is weighted appropriately for your domain. Max also understands which uploaded files are recent versus outdated — prioritising fresh materials over stale evidence notes.

Excel Spreadsheet Support (beta)

Max can now read and analyze Excel files (.xlsx), with a focus on budgets, financial models, and business calculations. This is an early capability — large measurement datasets are not yet well supported.

Organization Logo

Match Scale Platform to your brand. Upload your organization's logo from the Organization Profile — it appears in the sidebar navigation, making the platform feel like home. Drag and drop a PNG, JPG, or WebP image, and replace or remove it any time.

For Teams

Redesigned Project Creation Wizard

Kick-start new projects in minutes instead of hours. The step-by-step creation wizard guides teams through setting up a project and optionally lets Max analyze uploaded materials to auto-populate project details and run an initial maturity evaluation. Go from a pitch deck to a fully structured project with baseline maturity scores in a single session.

Max Scale AI now understands your context

Work smarter and more efficiently with Max, your AI-powered co-worker in new business development. Max understands the full context of every project — maturity data, team composition, uploaded materials, and historical evidence — as well as organization-level information like company materials, innovation framework, and funnel configuration. Max uses that knowledge to help teams navigate uncertainty, spot patterns, and make smarter moves faster.

Ask Max for advice

Ask Max for advice directly from any evidence card while assessing a project. Max generates testable hypotheses with concrete success criteria, helping teams figure out what to do next instead of getting stuck. Max can also create and update evidence, search historical assessments, and modify project details — all through natural conversation.

Evidence Board

Keep every project moving forward with a clear, visual overview of what needs attention. The evidence board organizes all maturity objectives into status lanes — Backlog, Next Up, In Progress, Validated, and Blocked — so teams always know where to focus next. Drag and drop objectives between lanes as work progresses. When you need to reorganize quickly, unlock the board to move items freely without writing explanations for each change, then lock it back for rigorous evidence collection.

Forecast to Next Gate

Know when each project is expected to reach its next gate or milestone. Scale uses Monte Carlo simulation to predict the time to the next maturity gate based on historical velocity. The forecast also appears as a column in the projects table, giving portfolio managers an instant view of estimated timelines across all initiatives.

Business Case Calculator

Build and maintain a solid business case for every project with structured financial modeling. Input TAM, SAM, SOM, and ARR estimates using industry presets and market size calculators. Select the business model (B2B or B2C) and let the platform calculate business potential automatically. Every field includes rationale capture, so the reasoning behind the numbers is never lost.

Business Case History

Track how the business case evolves over time with a complete audit trail. Every change to budget, market estimates, revenue projections, and business potential is recorded with timestamps. Compare current assumptions against earlier versions to see how the team's understanding of the market has matured — valuable for portfolio reviews and investment decisions.

Maturity Matrix Redesign

Assess projects faster and with more clarity. The redesigned maturity matrix groups related objectives by category with color-coded headers, and adds level filters so you can focus on the areas that matter most. Horizontal scroll arrows make it easy to navigate large maturity models, and the two-column layout gives each objective more room to breathe.

Evidence Card Improvements

Collect and evaluate evidence more efficiently. The redesigned evidence card puts the workflow status right in the editor toolbar for quick access. A built-in hypothesis coach suggests concrete actions to validate each objective. And when you need guidance, the "Ask for advice" button opens a conversation with Max pre-loaded with the objective's full context — no need to explain what you're working on.