Commercial Decision Engines

Analysis is not a decision.

Decisiums helps organizations make high-value commercial decisions they can act on, defend, and repeat.

Pricing
Procurement
Bidding
Strategic Options
Every engine produces the same four things.
— A recommendation
— The assumptions behind it
— The conditions that would change it
— A governance record your organization keeps
See it on your decision Explore the engines
Why most commercial decisions fall short
01
Assumptions are hidden.
The reasoning behind a major commercial decision is rarely documented. Six months later, no one can reconstruct why the decision was made — or whether the assumptions still hold.
02
Expertise walks out the door.
When the analyst or consultant leaves, the implicit logic behind every past decision leaves with them. The next similar decision starts from scratch.
03
Conditions change. Logic doesn't.
A pricing decision made in January may be structurally wrong by March. When reasoning is implicit, adapting it means rebuilding everything. When it's explicit, revision takes hours.
04
AI accelerates analysis. Not agency.
More analysis doesn't produce better decisions. A model can generate a recommendation in seconds — but it cannot be accountable for one, and no organization commits to a number nobody will stand behind. Recommendations have become abundant. What remains scarce is a decision someone can defend.
What Decisiums produces

Decisions your organization can act on, defend, and repeat.

Act on.
A clear recommendation — not numbers left to interpretation.
Every engine produces a GO, CONDITIONAL, or NO-GO with the trade-offs surfaced before commitment, not discovered after. The decision is made explicitly, every time — not left as an implication of the analysis.
Defend.
The reasoning chain is documented and stays with your organization.
Criteria set before scoring. Assumptions challenged before commitment. Every override registered with rationale. Defensible at executive, board, and regulatory level — long after the engagement ends.
Repeat.
When conditions change, the logic adapts — because it was made explicit.
The next similar decision runs on the same scaffold, faster. The organization gets smarter with every decision documented — because the reasoning was made explicit in the first place.
The four decision engines

One scaffold. Four commercial decisions.

The same structured reasoning applied across every major commercial decision your organization faces. What changes is the domain. What doesn't is the output.

Every engine produces
A recommendation
The conditions that would change it
The key assumptions behind it
A governance record your organization keeps
Engine 01
Pricing Engine
What to charge, when to move, and how to defend the decision — whether you're adjusting an existing price, entering a new market, or pricing a product enhancement.
Price Adjustment Market Entry Product Enhancement
What you walk away with A recommended price calibrated to your corporate objectives, the competitive environment, and your value to the buyer — with the revenue impact, volume risk, and competitor response documented and ready to present to your CFO.
Engine 02
Procurement Decision Engine
Which supplier to select, at what total cost, under what conditions — with a rationale that survives audit, leadership change, and regulatory review.
What you walk away with A supplier award recommendation — with total cost modelled, criteria scored before any supplier was evaluated, and a written rationale your CPO can sign and your auditor can follow.
Engine 03
Deal Decision Engine
Whether to pursue, at what price, and why — with win probability quantified, a price corridor set, and a concession strategy in place before the conversation starts.
What you walk away with A deal price calibrated to your corporate objectives, the competitive environment, and your value to the buyer — with a defined floor, a target, and a concession plan ready before you sit down across the table.
Engine 04
Strategic Options Engine
Which path maximizes expected value under uncertainty — with assumptions made explicit, scenarios stress-tested, and the commitment ratified before resources are deployed.
What you walk away with A ranked set of strategic options — with the expected value of each path, the assumptions that drive the ranking, and a clear view of what would have to be true for the second option to win.
You set the terms
What counts as a good decision is not the engine's call. It's yours.
Before anything is computed, you define the decision, name the criteria, and set what matters and by how much. This happens first — deliberately. Criteria set after the scores are in are not criteria; they are a justification.
The decision and its scope
What matters and how much
The alternatives under consideration
Ratified before any scoring begins
The engine computes
Applied economics, run on your numbers — not a narrative about them.
McFadden discrete-choice models, Nash equilibrium, Monte Carlo distributions. The same inputs produce the same answer, every time. AI assists at the edges — drafting, challenging, communicating — but it has no warrant over the calculation and none over the verdict.
Evaluates alternatives
Quantifies trade-offs
Challenges assumptions
Stress-tests uncertainty
You hold agency
A model can produce a recommendation. It cannot be accountable for one.
You can override anything — but never without a registered rationale. What you walk away with is not a verdict handed down, but a decision you authored: with the reasoning chain, the flip conditions, and your name on it. That is the part no system can hold for you.
GO / CONDITIONAL / NO-GO
Assumptions and flip conditions
Override registry
Executive deck auto-generated
See it compute one

Five minutes, on a decision you actually face.

Describe the situation in plain language. The engine runs on your numbers — and tells you what would have to be true for the answer to be different.

No consultant, no call, no deck. Just the machinery, applied to one decision.

The question of the moment
You’re adding AI to your product. Should you charge for it?

Charge separately, fold it into a higher tier, or include it to defend your base — plus the one assumption that would flip the answer.

try.decisiums.com →
Start with a real decision

Not a demo. A live decision from your pipeline — run through the engine, together.

Every engagement begins with a real deal, procurement decision, or pricing call already in motion. You see the output before any commitment is made.

Request a Walkthrough Explore the engines first