Kapnova is building decision superintelligence.

Every decision smarter than the last.

Specialty AI agents find the decisions that move revenue and margin, say what each one is worth, and learn from every outcome.

Book a briefingSee how it works

“Kapnova offers a look ahead at what the future is very likely to hold.”

Howard Tullman, October 13, 2026Read the article
As featured inAll press

Thousands of decisions a year. Almost none are remembered.

Price, promotion, media, inventory. A large company decides every week, and every week the lesson is lost.

MadeEvery economic decision in a year.
Forecast firstA few came with a written projection.
Scored afterFewer were checked against what happened.
RememberedAlmost none survive a team or agency change.

Reports say what happened. We say what to do.

Your dashboards hold thousands of numbers about the past. Your agents pull out the one decision worth making this week, with its value, its range and a deadline. Your team makes every call.

ProposedLoyalty · answer by Fri 10 Oct

Promote 12,400 customers to Gold, in two random waves.

What it's worth
+$152K a year
Likely range
+$22K to +$282K
Clears your $50K minimum
84% of outcomes
What the dashboard implied
+$624K
Then
Priya sets it up. Read on 30 Oct.
Not nowAgree to the plan

AI finds the opportunity. Math computes the answer.

We worked out where AI belongs in a decision, then built and trained a specialty agent for each job. The language model never makes up the number.

  1. Opportunity agentsAI agentsRead your sales, ads, retail and CRM data and your market every day, and raise the decision worth making.
  2. Quant agentsEconometric modelsPut a value and a likely range on each decision, and separate what it causes from what only moves with it.
  3. Experiment agentsAI and experiment designWhen the evidence is thin, design the test that settles it, with the success line locked before it starts.
  4. Learning enginePost-training on outcomesKeeps every decision, projection and outcome, scores it, and trains your agents on it.

Born out of MIT. Proven in market.

The methods behind every number come from MIT research on the hardest question in data: did this actually cause that?

  • MIT doctoral researchin causal inference, the same estimators used to test whether a drug changes outcomes.
  • Published at ICML 2026and in the American Journal of Epidemiology.
  • Quants and AI researchersfrom Point72 and Scale AI.
  • Proven engineersfrom AWS, Google, Intel and IBM Watson.

$2B

in combined annual revenue from the brands that trust Kapnova today.

−30%acquisition cost, by acting in the window when a competitor stumbled
+25%conversion, after finding what actually drove it

500 better decisions a year.

$12M–$75M

in added profit every year for a $5B company, beyond the decisions you would have made anyway.

Decision superintelligence.

The power to make better economic decisions, at a scale no human team can achieve alone.

Decision quality as decisions are scored Illustrative. Reports and an executive team working alone stay flat because they do not learn from outcomes. Kapnova with your team rises with every scored decision, is below the executive team today, and is projected to cross it. The region beyond the crossing is decision superintelligence.

General AI understands the world. Kapnova learns your business.Every measured decision makes the next one smarter.

Start with one decision.

Live in 30 days. Your first AI decision scored inside 90.

TodayName the decision you most want answered.
First 30 daysConnect your data, read-only. We map what drives your numbers.
Within 90 daysYour first outcomes are scored, and your agents start learning.
Book a briefing

Read-only access. Your data trains only your agents. Nothing executes without your sign-off. SOC 2 Type II in progress.