OctOpus Enterprise

The AI data scientist for your whole company.

Data and a question in. Validated models, forecasts, dashboards and answers out, each model with a signed proof.

RUNS IN OUR CLOUD · YOUR CLOUD · YOUR SERVERS · A DESKTOPWarehousesSnowflake · BigQuery · SQLFilesCSV · Excel · Parquet · ZIPCalls and audiorecordings and transcriptsDocumentsprocedures · PDF · WordValidated modelseach with a signed proofForecastswith an honest rangeDashboardsevery number recomputedAnswersover the whole datasetAPIs and voicesdeployed in your networkOctOpusprofileplantrainvalidateprove
Oncethe test data is scored, on the final model
Read-onlyevery connection, unless you approve a write
Signedevery model’s certificate, checkable by anyone
Anywhereour cloud, yours, your servers or air-gapped
01What it delivers

Everything a data science team ships, done for you.

Eight capabilities in one product, each one built on your own data.

contracttenuresupportchargesregion
Predictive modelsvalidated, explained
Forecastswith an honest range
Dashboardsevery number recomputed
26%
Answersover the whole dataset
reason: billingproduct: datasentiment: −
Call intelligencecoded, sent to your CRM
Speech and voicestranscripts and voices
Fine-tuned modelslanguage and image
Company knowledgein every answer
02Built for enterprise

39 enterprise capabilities, in one product.

Governance, proof, company knowledge, calls and speech, operations and your brand. Nothing to bolt on.

6 capabilities

Governance & security

Your rules hold before any query runs.

Column policy & masking

Choose which fields each person sees. Personal data is masked before anyone reads it.

Lineage, end to end

Every dataset, model and dashboard traces back to the query that fed it.

Read-only by default

Connections only read. A write-back is planned, approved and checked after.

Keys encrypted at rest

Credentials are sealed when saved and opened only at the moment of use.

Private projects & roles

Owner, editor and viewer. Private by default, shared by name or by link.

Every experiment isolated

Each experiment runs apart from your credentials. Logs are cleaned of secrets.

6 capabilities

Proof & model quality

A model ships only when the evidence says it is ready.

Held-out test, scored once

The test data stays out of every choice and scores the final model once.

Signed certificate

Every model carries a certificate anyone can verify, no account needed.

Live accuracy & drift

Send outcomes back. OctOpus measures real accuracy and flags drift.

Production gates

Ready means it beat the baseline, held under stress and generalised. Otherwise it says so.

Baseline first

Every model is measured against a simple baseline, and the gap is on the certificate.

Every choice explained

Why each model was tried, what it scored and why it was kept or dropped, in plain words.

6 capabilities

Company knowledge

Descartes, the company brain behind every answer.

Descartes company brain

Your procedures, documents, goals and definitions behind every answer.

Separate brains

Up to five brains per person, each on or off per project, never mixed.

Screenshot procedures

Procedures saved as screenshots are read word for word and answered from.

Documents into data

Tables in PDFs, Word files and pictures become data you can analyse.

Goals lead every answer

Your company’s goals and definitions shape the work, and every answer names the goal it serves.

Private until shared

What OctOpus learns stays with you until you share it with a project, a workspace or the company.

6 capabilities

Calls & speech

For contact centres and teams that run on calls.

Call intelligence

Every call coded with your own fields (reason, product, sentiment, escalation) with the evidence.

Review & correct

Supervisors fix transcripts in place. Approved calls become training data.

Your own speech recognition

Trained on your approved recordings and terms, and compared on your own calls.

Your own voices

A voice from your recordings, with delivery styles for customer service.

Straight to your CRM

Calls, codes and follow-ups pushed to your CRM through signed webhooks.

A phone line in your name

Customers call a number and talk to OctOpus, which speaks as your company and logs the call.

9 capabilities

Build, ship & operate

From a question to a running service your teams call.

Private model APIs

Serve a model to your apps with scoped keys, rate limits and call counts.

Recurring workflows

Schedule retraining and reports. Drift is checked on every run.

Dashboards as code

Open a dashboard’s source, edit it, run it live and commit it to GitHub.

Map layers & GIS

Shapefiles, GeoJSON and rasters with real geoprocessing, drawn on the dashboard.

LLM fine-tuning

Adapt open language models on your own examples, with a training card.

Public data, with sources

Ask for official statistics. OctOpus fetches every source and keeps the lineage.

CLI, SDK & editor

The same projects from a terminal, from Python or from your code editor.

Autopilot engagements

A senior data scientist’s engagement: questions tested one by one, weak models refused.

Data engineering at scale

Clean, reshape and query files of any size, in plain words, with every step kept.

6 capabilities

Your brand & your people

Roll it out under your name, to everyone who should have it.

White label

Your name, logo, colours and domain. Your teams never see ours.

Seats by company domain

Anyone signing in with your company email takes a seat, up to your contract.

Published usage rates

Pay for the work done, at rates anyone can read and reproduce.

Marketplace

Sell the models your teams build, or buy ready ones, priced per call.

Desktop app

OctOpus on your teams’ computers, next to the files they work on.

Annual contracts & invoicing

Procurement, invoices and a named contact, on an annual contract.

03How it works

A question in. A proven model out.

Six steps, run by OctOpus. Every model is scored once on data it never saw, then signed.

1

Connect

your data
2

Profile

data card
3

Plan

plan card
4

Train

experiments
5

Validate

hold-out score
6

Prove and ship

signed proof
04Where it runs

Inside your boundary, or ours.

Our cloud, your cloud, your servers, an air-gapped network or your teams’ desktops. The same product everywhere.

CloudPrivate cloudOn-premisesAir-gappedDesktop
YOUR NETWORKorOctOpus Cloudthe same product, hostedYour teamsbrowser · desktop · CLIYour datawarehouse · databases · filesOctOpusprofile · train · proveserve · auditYour model endpointoptional · air-gappedDeployed modelsAPI keys · rate limitsYour apps and CRMpredictions in your tools
Desktop app · next to the source data
macOSUniversal · .dmg Windows64-bit · .exe Linuxx86_64 · .AppImage
05Connects to your stack

Governed from the first query.

Read-only by default, credentials sealed, every run isolated and recorded.

Sources in, results out
SnowflakeBigQueryDatabricksRedshiftPostgreSQLSQL ServerFilesRecordingsDocumentsPublic data
Prediction APIDashboardsYour CRMWrite-backMCP · CLI · SDK
Governance
Company seats
Private projects
Column masking
Isolated runs
Sealed credentials
Audit trail
06Start with a pilot

See OctOpus on your own data.

A two-week pilot: one question, one dataset, a clear answer.

  1. Week 0Your question
  2. Week 1OctOpus works, live
  3. Week 2Go or no-go

Enterprise licensing

OctOpus Desktop is licensed per user and managed by your organization's administrator. Sign in once to claim your seat, then activate your key under Settings → License & seats.

  • One seat · one named person
  • Devices · bounded per seat
  • Duration · set by your administrator
Contact us