Oracle7 is an AI that answers from records and exact calculation, or declines. It has no neural network: a router sends each question to one of 267 small specialists, and every answer carries a receipt naming the record it read and the path it took. It runs on a CPU, with no GPU.

What is Prometheus7 raising for?

To put Oracle7's sensors in the field: a tree, a stream and a machine, each with its sensors examined, its readings signed, and its answers backed by receipts. Tranche 1 proves it in the field, tranche 2 certifies and produces (UKCA and CE), tranche 3 grows installs and partnerships.

How does the business make money if the model is open?

The sensors are sold and the intelligence is held in common. Revenue comes from sensor kits, installs and pilots, service contracts for monitoring, calibration and custom specialists, and certification of third-party sensors against the open exam.

Which markets does it address?

Infrastructure (AIOps, about $11.2 bn in 2025), industry and buildings (predictive maintenance, about $14.2 bn in 2025) and environmental monitoring (about $16.1 bn in 2025). Each figure names its research firm on the deck; estimates differ by scope.

What has been measured so far?

97.8% precision on sealed test 19: 150 questions written before the build and run once. In its first hour on our four servers the infrastructure agent found a service that had restarted 144,690 times. In simulation it caught 101 of 108 held-out deep-space faults against 36 for safe-mode logic. Three of six sealed release tests failed before three passed, and every failure is published.

Yes. The live demo at prometheus7.com/demo answers questions and lights the path each answer took. The full release is on Hugging Face, published 14 October 2026.

Why is it hard to copy?

The moat is time: years of signed, exam-verified readings from a particular place cannot be bought. It also runs where language models cannot, on a solar node or the processor already in a machine.

How do I reach the team or see the data room?

Email prometheus7dev@gmail.com. The data room holds the sealed tests, every run and the specialist ledger, and is available to investors on request.

Invest in Oracle7: Verifiable AI for Sensors

Prometheus7

An intelligence that keeps receipts.

Oracle7 reads the world's machines, buildings and living places, says only what it can source, and runs on almost nothing.

Investor presentation · October 2026 · prometheus7.com/demo

The problem

AI that generates can't be trusted to run the world's machines.

Large language models

Produce the most plausible next words. Fluent, broad and useful, but plausible and true only coincide most of the time.

What critical systems need

Know where every reading came from. Trust a forecast only after it has been right. Trust an action only after its effect is measured.

Instruments already watch grids, factories, buildings and rivers. What's missing is the layer that reads them honestly and says when it doesn't know.

Prometheus7 · 2

What Oracle7 is

It answers from records and exact calculation, or it declines.

No neural network

Structure is supplied directly, not learned from scale: a router over 267 small specialists.

Every answer has a receipt

The record it read, with identifiers, and the path the answer took.

Runs on almost nothing

A CPU, no GPU. The infrastructure agent uses 15–55 MB of memory.

Improves through a gate

A change ships only if it loses no right answer on 4,114 held-out checks.

Prometheus7 · 3

Proof

What is already measured

97.8%

precision on sealed test 19: 150 questions written before the build, run once

144,690

restarts of one crash-looping service, found in the agent's first hour on our servers

101 vs 36

of 108 held-out deep-space faults: Oracle7 vs safe-mode logic, in simulation

15,478 / 14

right / wrong answers of 267 specialists on exams each saw once

1,242 / 1

forecasts scored on day one / methods that earned trust; it kept the simpler rule everywhere else

3 of 6

sealed release tests failed before three passed; every failure is published

Prometheus7 · 4 · every figure has a result file in the data room

Live today

You can talk to it now.

prometheus7.com/demo

The release, live. A diagram lights the path each answer took.

Open release, 14 October

On Hugging Face: the model, 267 specialists, five systems built the same way, and Oracle7-infrastructure.

Running in production

The infrastructure agent has watched four servers since 12 October.

The live demo page: a question and its answer on the left, the Oracle7 diagram on the right with the parts that handled the answer lit in orange

Prometheus7 · 5

The business

The sensors are sold. The intelligence is held in common.

Sensor kits

Tree, stream and machine nodes, each with its signing chip.

Installs and pilots

Survey, installation, sensor exams and the first readings.

Service contracts

Monitoring, calibration and custom specialists for businesses.

Certification

Third-party sensors certified against our open exam, for a fee.

The exam is open and any hub can run it; our certificate only saves the 24 hours. Oracle7 stays open, and nobody can switch it off, including us.

Prometheus7 · 6

Three markets, one discipline

Infrastructure, industry, and the living world

Market	Kit	Who buys	Status
Infrastructure	Oracle7-infrastructure, software only	IT and operations teams, hosting firms	running; open release
Industry and buildings	Machine node: vibration, current, temperature, read-only bridges	plant and facility managers, labs	designed; pilot in P4
Environment	Tree and stream kits	councils, conservation trusts, landowners, water monitoring	designed; first tree in P3

Every kit runs the same rule: a sensor is trusted only after it passes an exam, and every reading carries a signed receipt.

Prometheus7 · 7

Market size

Three markets, each worth billions a year

Market	Size	Source
Infrastructure: AIOps	$11.2 bn in 2025	The Business Research Company; others put it at $12–16 bn
Industry: predictive maintenance	$14.2 bn in 2025, $98 bn by 2033	Grand View Research; MarketsandMarkets: $10.6 bn in 2024
Environment: monitoring	$16.1 bn in 2025, $21.1 bn by 2030	MarketsandMarkets

Biodiversity Net Gain

Since 12 February 2024, major developments in England must deliver a 10 % gain and maintain it for at least 30 years.

Storm overflows

The Environment Act 2021 requires continuous water-quality monitoring above and below overflows, rolled out by 2035.

Prometheus7 · 8 · research-firm estimates differ by scope; the source report is named for each figure

How a node works

From a reading to an answer you can check

1

Read

sap flow, soil, vibration, current, water

2

Sign

a chip signs it; its key never leaves the device

3

Send

long-range radio to the place's own hub

4

Check

signature, freshness, physics, cross-checks

5

Answer

Oracle7 replies with the readings as receipts

Power: a 2 W solar panel and one lithium iron phosphate cell. A tree node uses about 0.18 Wh a day by datasheet estimate.

Control: v1 nodes only read. Any action goes through approval and is measured afterwards.

Prometheus7 · 9 · schematics in the technical appendix

Why the readings can be trusted

A signature proves origin. Physics proves truth.

Origin: the chip

Each reading is signed by a key that never leaves the device, so it can't be forged or altered on the way. A probe in a cup of warm water still produces a perfectly signed reading. The signature can't catch that.

Truth: independent channels must agree

sap flow follows how dry the air is
the trunk shrinks by day as sap flows
rain under the canopy stays below open-sky rain
a change only one sensor sees stays "suspect"

Faking one channel is easy. Faking five that stay physically consistent for weeks is close to impossible. Every sensor also passes an admission exam before it is trusted.

Prometheus7 · 10

How it speaks

Every sentence says how it is known, and how precisely

Tag	Example
measured	"About 110 litres yesterday, give or take 25."
recorded	"Planted in 1931, according to the city's planting record."
inferred	"Soil probe suspect: it disagrees with the rain that fell."
forecast	"Alarm zone in about 19 days", shown with that method's scored record.
not shared	"My custodian hasn't shared that."

Every reading carries its uncertainty, carried through every calculation by the international standard method (GUM). Below a set precision, a claim is hedged or withheld: the same rule that makes Oracle7 decline unsourced questions.

Prometheus7 · 11 · examples show the format; the figures are illustrative

Market 1 · Infrastructure

In its first hour it found what we had missed

Found unprompted on four servers:

278 services
165 scheduled jobs
102 websites
56 certificates
182 open ports

six services crash-looping; one had restarted 144,690 times unnoticed
two websites down; one disk at 97.3 % with swap exhausted
certificate renewal failing on two machines; it read the certificates and reported the soonest expiry, 51.5 days
it withdrew one of its own alarms after checking the receipt

It changes nothing until a person approves, then measures whether the change worked.

Prometheus7 · 12 · readings of 12 October 2026, Oracle7-infrastructure

Market 2 · Industry and buildings

Maintenance warnings that show their evidence

What a machine node says

"Vibration on pump 2 has doubled in six weeks. At this rate it reaches the ISO 10816 alarm zone in about 19 days."

Every number links to its readings. An illustration of the output; the first real figures come from the P4 pilot.

Reads the machine

Vibration, motor current and temperature, plus existing meters and controllers.

Can't touch it

The bridges are read-only. The firmware has no way to send a write.

Forecasts earn trust

A method is used only after 30 or more scored forecasts beat "nothing changes" by at least 10 %.

Prometheus7 · 13 · also buildings (heating load) and labs (incubators)

Market 3 · The living world

Monitoring that holds up when someone has a reason to misreport

The oak on the corner

It greets you first, then says only what was measured or recorded:

the water it drew up yesterday
how early its leaves came out
how much cooler the pavement under it runs
the rain its canopy held back

Its custodian decides what is shared.

Where verified readings matter most

Storm overflows. Spill data was self-reported; regulators investigated water companies over discharges that went unreported.
Biodiversity Net Gain. The developer must show the gain for 30 years.
Soil carbon credits. Buyers need proof the carbon is really in the ground.

Prometheus7 · 14 · tree, stream and soil kits

Why this is hard to copy

The moat is time

Years of a particular place

"Leaves out nine days earlier than its ten-year average" needs ten years of that tree. No competitor can buy that.

Evidence that survives a dispute

Signed, exam-verified, cross-checked across physical channels.

It runs where language models can't

On a solar node, or the processor already in the machine.

An open exam, no centre

Others can build compatible sensors; we certify them.

Until a place has its own history, it borrows baselines from public records such as Nature's Calendar and the USA National Phenology Network, marked as reported. As it ages, its voice shifts from reported to measured.

Prometheus7 · 15

Roadmap

From software proof to the first tree

Phase	What gets built	How long	Proves
P0	Sensor cards, health checks and exams in the agent	about 1 day	the discipline
P1	A simulated oak; Oracle7 tested on a low-cost hub	about 2 days	the conversation
P2	Bench-built nodes, signing, 24-hour sensor exams	1 week after parts	the hardware
P3	The first tree, live after a two-week burn-in	about 3 weeks	the oak speaks
P4	Pilots: machine node, stream, second tree	the next quarter	three markets

Then certified production (UKCA and CE marking), paid pilots and first sales. Next kit: soil respiration, measuring carbon returning to the ground. Before any public tree: written rules for settling disputes between custodians, landowners and regulators.

Prometheus7 · 16

Use of funds

What the funding buys, milestone by milestone

Tranche 1

Prove it in the field

a hardware and firmware engineer
first kits: a tree site about £865, machine nodes £250–300 each
pilots in all three markets

Tranche 2

Certify and produce

UKCA and CE testing
enclosure tooling and a first production run
paid installations

Tranche 3

Grow the web

field installs and partnerships
the stream kit at scale
more places joining, sharing signed facts

Prometheus7 · 17 · kit costs are parts estimates from the technical appendix

Risks

What could go wrong, and what we do about it

Risk	What we do
The sensor kits are designed, not yet built	Bench build and 24-hour exams in P2, before any sale
Oracle7 declines most open questions	We sell where a wrong answer costs more than none
One founder today	First hires are hardware, firmware and field installs
A sensor is tampered with or drifts	Independent channels must agree; calibration on every card
Disputes over a place's data	Written rules for settling them before any public tree
Oracle7 on a low-cost hub is untested	Tested in P1; a small mini-PC is the fallback