Open source · Apache-2.0
Praecise Harness and Praecise Engine
A TypeScript framework for AI agents, and a Rust acceleration layer that decides when speculative decoding pays off. The same Engine serves models on Praecise Cloud.
Praecise builds and runs computing end to end: the machines, the operating system and the edge hardware on them, the cloud placed on that, and the automation on top. Businesses and teams run their operations on it, on machines they own or on machines Praecise runs for them.

01
Expertise
of EU firms that weighed AI and did not adopt it lack the expertise. Small firms trail large ones, 17% to 55%.
Eurostat, AI use in enterprises, Dec 2025Cost and control
of agentic AI projects will be cancelled by the end of 2027, on cost, unclear value or weak risk controls.
Gartner, 25 Jun 2025Concentration
of cloud infrastructure spend goes to three providers. European providers hold 15% of their home market.
Synergy Research Group, 30 Jul 2026 and 24 Jul 202502
Work
Invoices, orders, customer answers, reporting.
Automation
Agentic automation, messaging and payments.
Cloud
Apps, agents, models, data and machines.
Operating system
Open source and Linux-based, for machines, edge cells and data centers.
Metal
Owned machines: placement, power, thermal.
03
The machines, and the software that operates them.
Measurement, forecasting, placement, power and thermal control, on Praecise Furcate. Praecise runs its own machines on it, and builds the same capability on metal its customers own. One ownership view covers core clusters and edge cells alike, from a home to a city. Everything above runs on it.
Our systems for machines, edge cells and data centers, on the open Furcate.
Praecise designs its own Furcate Leaf, Node and Hub hardware and runs homes, businesses and city districts as cells, each a cluster with its own control and authority held in hardware keys. It adds tuned system images, optimised model serving, fleet operations and support. Underneath is Furcate, the open-source operating system Praecise develops and stewards at furcate.org.
Apps, MCP servers, backend hosting, orchestration.
Built from source, placed behind the edge, supervised and reversible, on hardware Praecise owns. Agents, models, data and machines run there too.
Email and messaging for people, agents and machines.
Mailboxes for people and agents on a domain the business verified once, with everything said kept in one record a person can open and search.
Agentic automation for business operations.
Connects payments, accounting, commerce and mail, and acts across them with permission, never ownership. Every run stays within limits the owner sets and leaves a record.
Payment infrastructure for agentic commerce and stablecoin payments.
Global payment orchestration: one programmable surface over virtual accounts, stablecoin conversion and cross-border payouts. Bridge and Stripe perform the regulated acts under their own licences.
04

Businesses
Automate payments, books, orders and customer answers with Ipnops, Praecise Inbox and Skerry, across the accounts the business already uses.
Engineering teams
Deploy apps, agents, MCP servers and data on Praecise Cloud. Praecise builds, places and supervises them.
Infrastructure owners
Operate machines, data centers and edge cells on Praecise Furcate, or take GPU capacity on Praecise Metal.
05

Open source · Apache-2.0
A TypeScript framework for AI agents, and a Rust acceleration layer that decides when speculative decoding pays off. The same Engine serves models on Praecise Cloud.

Research notes
Speculative decoding measured on an RTX 5070 Ti: 3.5× on SQL, 1.5× on code and no gain on prose. The ideas that did not work stay published.
06
Apps, agents, models, data, machines and automations, placed and operated by Praecise. Say what you run and where it runs today, and we reply with what it takes to place it.