Independent AI Studio The next is built

ARCHON

We design and build the models, agents, tools, and architecture that turn ambitious ideas into working systems.

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Intelligence, by design.Scroll

01 The studio

Possibility is easy to imagine. Progress takes craft.

We bring strategy, engineering, and imagination together to make AI useful where it counts. From the first question to a working system, we build with purpose.

Explore our expertise

Independent by nature.
Intelligence, by design.
Building what's next.

Blueprint to stone, as you scroll.

02 Capabilities

What we build.

Ideas become powerful when the thinking and the technology move together.

Useful products shaped around how people actually work.

Connected systems that reason, act, and support real workflows.

Strong foundations for reliable AI, including locally hosted systems.

Clarity on where AI can make a meaningful difference.

Diagram · illustrative A tool panel, organised around the work.

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03 Custom intelligence

CUSTOM AI. ANY INDUSTRY.

Built around your world

We design, train, and deploy custom models and agents around your data, workflows, and goals—wherever your industry operates.

01 / DESIGN
Define the right system.
Shape the model or agent around the problem worth solving.
02 / TRAIN
Make it yours.
Adapt intelligence to your domain, data, and standards.
03 / DEPLOY
Put it to work.
Bring it into the workflows where it can make a difference.

Try it: shape a curve, train a small model on it, deploy it.

Illustrative demo · a toy model trained in this tab. Not an Archon product.

Noise in the data

Step: 0
Loss (MSE): —
Parameters: 321
Training time: 0.00 s

Compute: this tab · main thread · at most 2.5 ms per frame

Your design, drawn as a blueprint arch.

Local deployment / Private control

Your AI. In your environment.

We also build locally hosted models, agents, and systems that run on your own infrastructure.

The curve you shaped and the model you trained stay in this browser tab. This page doesn't send them anywhere.

A boundary you can push. The model inside stays put. A visual metaphor.

04 Point of view

MAKE WHAT'S NEXT REAL.

From a question worth asking to an AI system worth using. That's the work.

05 Our first product

Socrates

Evidence-grounded, teacher-approved learning intelligence.

Status Launching soon

From evidence to outcome, with the teacher deciding.

cited diagnosis: A draft finding that cites its evidence.

Student Intelligence Card · teacher reviewIllustrative example · synthetic data

1 · Evidence Objective: Compare fractions with unlike denominators

Student name to mask (try your own)

E1 · Exit ticket · rec_ex_014 [STUDENT-A] wrote 1/4 > 1/3 because 4 is bigger than 3.
E2 · Homework, question 3 · rec_ex_022 [STUDENT-A] ordered 1/6, 1/3, 1/2 from largest to smallest.
E3 · Class discussion note · rec_ex_031 [STUDENT-A] said a fraction with a bigger bottom number is bigger.

Masking runs in your browser before the draft step. Only the processed text is used.

2 · Draft diagnosis DRAFT · not a conclusion

Compares fractions by the size of the denominator, treating a bigger denominator as a bigger fraction. [E1] [E2] [E3]

Pre-written example draft.

3 · Teacher decision

4 · Student Intelligence Card · [STUDENT-A]

08 Sep 2026 · Objective set: compare fractions with unlike denominators.
15 Sep 2026 · Approved: finds equivalent fractions using a fraction wall. Cites rec_ex_009.

Record entries: 2
Record checksum: —

Illustrative example · synthetic data

Whole-class view, synthetic
Student	Current objective	Latest evidence	Status
S-01	Compare fractions	Exit ticket	Draft awaiting review
S-02	Compare fractions	Homework Q3	Approved
S-03	Equivalent fractions	Quiz 2	Approved
S-04	Compare fractions	—	Needs evidence
S-05	Add fractions	Exit ticket	Draft awaiting review
S-06	Equivalent fractions	Class note	Rejected · record unchanged

Class priorities

Compare fractions with unlike denominators (3 of 6 students)
Explain reasoning with a diagram
Secure equivalent fractions before adding

Year plan

Autumn: fractions · Spring: decimals · Summer: ratio

Weekly plan

Mon: fraction strips · Wed: number line · Fri: exit ticket

Teachers decide

Only teacher-approved diagnoses become conclusions. Drafts and rejected suggestions never change a student's record.

Every claim is cited

Each approved claim links to a short, redacted citation and its source record.

Private by design

Student names are masked before evidence is processed; raw evidence and prompts stay out of operational logs.

The whole class in view

Class-level priorities, plus year and weekly plans, sit alongside each student's history.

06 The next chapter

Have a challenge worth solving? Let's build the answer.

[email protected]

Sketch your system first

Describe a workflow you'd like AI to help with. The field draws a first sketch of it.

Example sketch · built from the blocks above

Data to reviewed result

Your data feeds a custom model; a person reviews the result before it is used.

Where it runs: not stated

Questions to bring to a first conversation

What data do you already have, and who owns it?
What should the model do well that general models don't?
Who reviews the output, and what happens when they disagree?