Decision intelligence

Scale the judgment of your best expert across every decision.

Praxiron turns the knowledge buried in your team and your data into a decision engine, so every hard decision is faster, sharper, and easy to stand behind, at any scale.

rule spec constraint past project policy standard limit precedent requirement tolerance budget revision note threshold
Decision · ranked Verified
Constraints
Load < 2.0 kg
Cost target met
Temp −40 to 85°C
Noise ≤ 42 dB Soft
PRAXIRON
Ranked options
A
Config ARecommended
0.94
B
Config B
0.81
C
Config C
0.63
The problem

Your most important decisions run through a few people.

The complex, high-stakes calls that define your business depend on a handful of senior experts. Their judgment is your real advantage. It is also written nowhere, owned by no one, and impossible to scale. The work waits for them.

The cost of the status quo

The bottleneck is not a tool. It is a person.

01

Their judgment is your ceiling.

You can take on only the work your senior people have time to think through. Growth is capped at the speed of a few calendars.

02

Every wait is revenue delayed.

Each project queued behind one expert is income pushed into next quarter, and an opening a faster competitor takes first.

03

When they leave, the capability leaves.

Decades of judgment walk out the door with them. You are one resignation away from losing what sets you apart.

None of this appears on a balance sheet. All of it caps what your company is worth.

The insight

Give an AI your raw data, and it gives you a guess. The real value is in the step before it.

The Praxiron thesis
The core

We build your company's decision DNA.

A structured model of how your company actually decides, built from your rules, your constraints, and the logic behind every past project. It sits in front of any AI engine. It is the one thing no one else can copy, because it is built from you.

Built from your data
01

Connect

We bring in your standards, requirements, constraints, and past decisions. The rules you wrote down, and the ones you never did.

02 Our core

Structure

We rebuild that knowledge into a model that reasons. It holds the logic of why each past decision was made. Not storage. Not search.

03

Decide

Bring it a new problem. The same AI engine, now reasoning over your logic instead of raw data, returns ranked options you can act on.

Why it is different

One step before the AI.

Path A · Raw data → AI
Raw data
AI
What you get
One closest match
No reasoning
No source
No way to check it
Path B · Your knowledge → Praxiron → AI
Your knowledge
PRAXIRON
AI
A
Config A
Meets every constraint · matches Project 17
0.94
B
Config B
Cheaper · trade-off on weight margin
0.81
C
Config C
Flagged for human review
0.63

Same engine. Different input. A different class of result.

Reach outcomes that were out of reach before.

Not just faster. Better than your best expert could reach alone, because every option is weighed against all of your real constraints at once.

What it means for the business

More capacity. Faster growth. With the team you already have.

You are not buying better answers. You are removing the ceiling on what your company can take on.

01

Grow without hiring.

The same team delivers far more. Higher output and higher margin, with no new headcount.

02

End key-person risk.

Individual expertise becomes a company asset. It stops being a risk that can resign.

03

Move before rivals do.

Reach strong decisions in hours, not weeks, and win the work competitors are still scoping.

04

Decide where mistakes are expensive.

Every output is reasoned and verifiable. Where a wrong call is costly, that is the whole game.

This is not a tool you expense. It is an asset you own, and it compounds.

Trust

Reasoning you can put in front of a board.

Every option carries a confidence score and a trace to the exact rule and past project behind it. Your experts do not take it on faith. They verify it, then sign off.

Decision Site B capacity expansion
Illustrative sample data
Hard constraints · non-negotiable
Capital budget ≤ $4.0M
$3.6M of $4.0M
Hard
Online before Q4 2026
Ready Q3 2026
Hard
Meets safety standard ST-7
ST-7 verified
Hard
Soft constraints · preferred
Reuse existing footprint
Reuses Bay 2
Soft
Approved-list vendor
Vendor on list
Soft
Downtime ≤ 1 shift
1 shift, at limit
Soft
Ranked options
Why this ranking

Fits every hard constraint and most preferences. Higher unit cost than B, offset by a faster ramp.

Capital plan FY26
within budget
Source
Site A modular line, 2024
Same approach, delivered on schedule
Source

Every score is traceable.

Drill from a ranking into the exact constraints and sources that produced it.

Hard and soft constraints.

Mark what is non-negotiable and what is preferred — the engine respects the difference.

Learns from your history.

Past projects calibrate confidence, so recommendations reflect how your work actually goes.

Your data stays yours. Secured, and never used for anyone else.
Model independence

We sit above every AI engine. Not inside one.

The models are becoming a commodity. The logic that directs them is the asset. Praxiron runs on top of any engine you trust, so you are never locked to a single vendor.

PRAXIRON
The logic that directs the engine. This layer stays constant; the engine beneath it can change.
Any engine you trust
ClaudeAnthropic
GPTOpenAI
GeminiGoogle
GrokxAI
Your ownSelf-hosted

Built on open standards, including MCP.

Use cases

Built for decisions that are expensive to get wrong.

The proof

Engineering & design

Complex, constraint-heavy decisions where the right answer depends on standards, trade-offs, and the logic of every past project.

High stakes

Regulated industries

Where every decision must be defensible, traced to a rule, and able to withstand review.

Open invitation

Your field

Anywhere decisions are complex, high-stakes, and have no single right answer.

Why now

This was not possible two years ago.

Only recently can AI reason over messy expert knowledge, the gut judgment as well as the written rules, instead of only searching it. Most companies have spent heavily on AI and seen little back, because they skipped the layer that turns knowledge into structure. Praxiron is that layer. The advantage goes to whoever builds it first.

AI spend Return with Praxiron
The vision

An intelligence layer for every hard decision.

We are building with a select group of partners. If your company's growth is capped by the judgment of a few people, this was built for you.

See Praxiron run on one of your real decisions in a 30-minute working session.

Book a working session

Limited partner access · 2026