Encoding expert judgment

AI that thinks like
your best people

Encode how your top experts make decisions — then apply that judgment to every case, at any scale, forever.

Two firms look at the same case. Same facts, same law, same AI tools. Different advice. The difference is judgment. We encode that difference.
The problem
Expert judgment is trapped
inside individual heads
Enterprises spend billions on Knowledge Management that captures what experts write down. Nobody captures how they think.
2-3

Key people hold critical decisions

When they leave, the judgment leaves with them. No document captures it.

12+

Months to develop senior judgment

New hires start from zero. There's no shortcut to experience.

A/B

Team quality gap

Same case, different team, different outcome. Consistency is a myth.

50

Cases a day per expert

Demand grows. Your best person's calendar doesn't.

How it works
Three steps from expert to encoding
Structured conversations, growing profiles, applied judgment — citing the expert's own principles, not generic AI.
Step 01

Elicit

An AI interviewer runs structured sessions with the expert. Not a survey — a real conversation that extracts principles, red flags, decision rules, and edge case instincts.

Step 02

Encode

Every answer builds a structured judgment profile. The expert's way of thinking, captured in a format AI can reason over. The profile compounds with each session.

Step 03

Apply

Present a new case. Get the expert's judgment: what they would decide, why — citing their own principles — and how confident they would be. Fully explainable.

What exists today

An $800/hour partner and a $250/hour associate have the same law degree. The difference is judgment built over decades.

What Mentiko does

We make that difference transferable. The associate gets the partner's pattern recognition from day one. The partner's judgment scales beyond their calendar.

Why it matters
Not just preservation.
Revenue expansion.

Scale without hiring

One expert's judgment, applied to thousands of cases. Revenue grows without headcount.

Train 10x faster

New hires start from the senior's encoded baseline. Months of ramp-up become weeks.

Never lose what matters

When experts leave, retire, or get promoted — their judgment stays. The encoding outlives the expert.

Consistent quality

Every case meets the standard of your best person, not your average. No more A-team / B-team gap.

Discover hidden patterns

Encode multiple experts and discover what your best people share — and where they diverge.

The AI mirror

Experts see their own thinking clearly for the first time. Implicit becomes explicit. Participation is flattering, not threatening.

Industries
Wherever expert judgment
drives decisions
Credit Risk
Healthcare
Law
Insurance Underwriting
Content Moderation
Procurement
Investment Analysis
Hiring

If your organization has experts whose judgment makes the difference between a good decision and a costly one — Mentiko encodes that difference.

Roadmap
From one expert to
organizational intelligence
V1 — Now

Context encoding

AI interviews, structured profiles, judgment application. Proving fidelity with real experts.

V2

Expert models

Dedicated fine-tuned adapters per expert. Higher fidelity, lower latency.

V3

Organizational judgment

Graph memory. Cross-expert patterns. Institutional intelligence that compounds.

V4

Cross-domain

Portable expertise across industries. The judgment layer for any domain.

Get involved
We're looking for
early experts
Credit risk analysts, healthcare specialists, lawyers — anyone whose judgment drives high-stakes decisions. Three sessions. See if AI can think like you.