ConductColony Intelligence

The first colony platform built on real statistical ML.

Anomaly detection, yield forecasting, and an LLM assistant that runs on your colony's own data. No rule-based alerts dressed up as AI.

Intelligence Layer
real-time · audit-trailed
Animalsn=247Littersn=89Genotypesn=512PedigreeF=0.06Per-diem$/cage/dχ²Goodness-of-fitFInbreedingGBMYield boostLLMLinnaeusAnomaly flaggedPair recommendedCost forecastPlain-English answerYour colonyStatistical engineInsights

Four capabilities, one platform

Each capability surfaces inside the modules you already use. Animals, breedings, litters, and dashboard. No separate app, no extra logins.

Litter L-2026-044 · Anomaly
JO_CatSperD · χ²(2) = 6.84
Genotype distribution
ExpectedObservedFlag
WT/WTWT/KO1WT/KO2KO1/KO1KO1/KO2KO2/KO2WT/MUT

⚠ Possible embryonic lethality

KO1/KO1 observed 0/12, expected 3.0. p = 0.042 · BF = 8.2

χ²

6.84

Capability 01

Anomaly Detector

χ² and Bayesian flagging on every litter. Spot embryonic lethality, sex-linked transmission, and CRISPR mosaicism the moment a litter genotypes out of expectation.

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Cross Search · Goal: Cre+;flox/flox
JO_CatSperD · 12 mice by 2026-07-01

Colony graph · 247 candidate pairs

Top 3 plans

#1 M-187 × F-204

92
ETA 2026-06-2214.2 pups

#2 M-211 × F-198

84
ETA 2026-06-2911.6 pups

#3 M-156 × F-219

71
ETA 2026-07-049.8 pups

Capability 02

Cross Recommender

Tell us your goal genotype and target date. The recommender searches your colony for the best ranked pair plans, scored on yield, inbreeding, time-to-target, and cost.

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Forecast · 6mo · P-19-0042
80 Cre+ pups · target 2026-09-30
Projected cage demand
BreedingLittersHolding
IACUC peak goal · 28Rack capacity · 32Wk 1Wk 7Wk 13Wk 20Wk 26

Breeders needed

6

Peak cages

24 /32

Per-diem

$3,400

Capability 03

Production Planner

Reverse-plan from an IACUC target to a breeder count, projected cage demand, and per-diem cost. Aware of your purchased rack capacity and protocol-approved animal limits.

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Linnaeus
example colony
Which pairs have had no litter in 60 days?

Two active pairs have had no litter in the last 60 days:

PairCageLast litter
M-0412 × F-0388B-1294 days ago
M-0420 × F-0391B-14none yet

Change to confirm

Move 2 animals to a new cage, B-19

  1. Create cage B-19 (holding, capacity 5)
  2. Move M-0431 from B-14 to B-19
  3. Move M-0433 from B-14 to B-19
CancelMove 2 animals

Capability 04

Linnaeus Assistant

Ask about your colony in plain English. Linnaeus answers from your lab's own records and prepares changes that are saved only when you confirm them.

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Why this is different

Most colony software vendors describe rule-based alerts as AI. ConductColony Intelligence uses real statistical methods, transparent math, and a real LLM with auditable output.

Statistical method

χ² goodness-of-fit, Bayesian posterior, Cox proportional hazards, gradient-boosted regression.

Your colony's own numbers

Estimates use your colony's own breeding history once it has enough litters, and cited defaults until then.

Math you can audit

Every recommendation comes with the underlying numbers. p-values, confidence intervals, and full computation traces.

LLM with guardrails

Linnaeus reads only your lab's records, through fixed lookups, and changes nothing until you confirm.

All Intelligence features included on Lab Pro

$79 per month billed yearly. No upsell tier, no metered usage, no per-seat fee. On Starter, the AI breeding optimizer is available as a $15/month add-on.

Bring statistical rigor to your breeding decisions

Start free, upgrade to Pro when you want Intelligence on your colony.