Starting with manufacturers

The AI operating system for mid‑sized companies

Pragmon AI reads the prices, rules and markets you don't control and shows what each change does to your profit.

Your first analysis is free.

Built by a team from

BCGINSEADLSEKing's College LondonSEGAAllwyn

Programmes

Greek AI Accelerator with OpenAI and EndeavorNVIDIA Inception

Your margin moves before your prices do.

Input prices move every week. Your customer prices reset each quarter. The gap lands on your margin first.

Corvane containerboard price against gross margin, January 2025 to September 2026The containerboard price index holds near 100 through 2025, then rises 10% from June to 113 in September 2026. Gross margin holds near 24% and falls to 21.2% by September. Dotted lines mark the quarterly customer price resets.10011022%24%Containerboard price, index (January 2025 = 100)Gross marginDotted lines: quarterly customer price resetsUp 10% since JuneDown to 21.2% in SeptemberJan 2025JulJan 2026JulSepCorvane containerboard price against gross margin, January 2025 to September 2026The containerboard price index holds near 100 through 2025, then rises 10% from June to 113 in September 2026. Gross margin holds near 24% and falls to 21.2% by September. Dotted lines mark the quarterly customer price resets.10011022%24%Containerboard price, index (January 2025 = 100)Gross marginDotted lines: quarterly customer price resetsUp 10% since JuneDown to 21.2% in SeptemberJan 2025JulJan 2026JulSep
Data to 30 September 2026. Illustrative company and data.

What each change does to your profit

  • Corvane review page: containerboard up 10% since June takes 2.2 million euros off 2026 cash profit and 1.6 points off margin.
    Illustrative company and data.
  • A figure opened to its source: Corvane management accounts, dated 31 December 2025, confirmed by the CFO.
    Illustrative company and data.
  • Ask Pragmon AI answers whether Corvane can pass the gas rise on in January, citing customer contracts and the review.
    Illustrative company and data.
Corvane review page: containerboard up 10% since June takes 2.2 million euros off 2026 cash profit and 1.6 points off margin.
Illustrative company and data.

Alerts and decision playbooks arrive in 2027.See what is coming

Work for manufacturers

  • Components maker

    A contract abroad, priced in cash profit

    Pragmon AI worked out what a government contract abroad would add to sales and cash profit, and what the company would need to win it.

  • Metals processor

    Every outside risk, priced and ranked

    Pragmon AI mapped the energy, trade, metal and customer risks the company does not control, and priced each one in cash profit, ranked by chance and cost.

  • Metals processor

    A competitor's exit, turned into a list of buyers

    When a competitor closed, Pragmon AI found the buyers it left behind and what winning them would be worth.

Client names withheld.

Every figure shows its source

How we handle your data
  • Every number links to its source and date.
  • Your data is kept apart from every other company's.
  • Pragmon AI marks which figures it measured and which it estimated.

See it on your company

Your first analysis comes back priced in margin points and cash profit.

The first analysis is free.