Orchestration
Manifest
Planning without decision context is guesswork.
Every analyst in your company now has an AI agent that can read a spreadsheet, write a forecast and draft the commentary. Output is no longer the constraint. Judgement is.
Planning was never the spreadsheet. It is orchestrating a whole company around scenarios of a future that hasn’t happened — the price you hold, the plant you don’t open, the hire you defer — and every one of those choices lives in a deck, a meeting, a note. A connected spreadsheet carries the numbers, not the choices.
Superiora puts the decision underneath the plan. The choices become an axis of the model itself, and the plan, the forecast and the scenarios are built on it. When an AI agent reads your plan, it reads the reasoning with it.


Natively built for AI
Superiora ships as a planning surface and as an MCP server. Any agent, in any LLM, gets the model, the decisions and the reasoning — in the right order, at the right time.
Bring your own agent, anywhere.
Claude, ChatGPT, Copilot or an agent you built reads the model, the decisions and the reasoning — from the terminal, the IDE or the chat you already work in.
get_model · get_dimension_impact · applyterminal + phoneDescribe how you plan. Get the cycle.
Tell it your calendar, who signs, what a scenario means to you. It proposes the monthly, quarterly or annual cycle on your own model — and nothing is set until you say so.
get_model_map · check · set_impact_notephone + desktopDescribe the report. Get it ready.
Say what the board needs — the measures, the regions, the comparison — in the terminal. The pack, the deck or the dashboard is composed from the plan of record and the actuals, every figure resolving to a cell.
get_semantic_graph · find_referencesterminal + desktopBring your own agent, anywhere.
Claude, ChatGPT, Copilot or an agent you built reads the model, the decisions and the reasoning — from the terminal, the IDE or the chat you already work in.
Describe how you plan. Get the cycle.
Tell it your calendar, who signs, what a scenario means to you. It proposes the monthly, quarterly or annual cycle on your own model — and nothing is set until you say so.
Describe the report. Get it ready.
Say what the board needs — the measures, the regions, the comparison — in the terminal. The pack, the deck or the dashboard is composed from the plan of record and the actuals, every figure resolving to a cell.
The Old Planning Problem
Planning is scattered across teams, files and versions.
Sales keeps three versions of one sheet. Finance has the P&L, the cash flow and the opex in three more. The demand expert, the production planner and the capex team each keep their own. Twelve workbooks, five owners — and the only thing that joins them is a person on a Friday, re-keying numbers.
The New Problem
Connected planning is still distant from decisions.
The silos became connected planning: one model, one calendar, orchestrated. But strategy, buy-in and execution were never the plan’s problem to begin with — they live in emails, decks, contracts, meeting notes and votes, on the other side of a line the plan cannot cross.
Fine, this is the plan. Now how do you make people — and agents — follow it, and keep it updated?
The Superiora Solution
Planning becomes orchestration. Save the plan, and everything around it is captured with it.
When an analyst saves a plan, the meeting it came from, the notes, the data exploration, the dashboard, the report, the deck, the vote and the formal approval are captured alongside it. So while you are entering the plan, or arguing over it, you have the comments — and a planning specialist — beside you.
That context is exactly what AI agents never had. Here, it is what they read first.
Why Superiora.ai
faster
AI
strategy
cost
How Superiora Works
Five turns, and only the model carries between them.
Model, forecast, explore, decide, evolve. Nothing is rebuilt between steps: each one writes into the same structure the next one reads, and the turn closes with the model one committed decision richer than it started.
Ready for your success
Seven sectors, and the same shape in each: four decisions above the plan, the year derived beneath them.








Decide to be on top of your decision
Bring your decisions. Superiora does the planning.
We stand the decision model up on your own goals, data and KPIs, then build the plans and stress the scenarios underneath them. An hour to see it on your own numbers.
Both open your mail client · a booking form lands with the next release









