AI software lab · Custom development team

Generative & predictiveintelligence,engineered for your business.

Enterprise-grade AI and custom software, delivered in weeks with measurable results. Predictive analytics, automation, AI agents, web & mobile apps: built for companies and entrepreneurs who need more than an off-the-shelf tool.

  • Fast
  • Upright
  • Open-ended
live/ 0026
forecast → +38.2%
14 d
To launch an AI mobile app
−62%
Contract review time, legal AI
220+
White-label AI solutions
EN · FR
Bilingual team
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Partners

They trust us.

Organizations we have partnered with, built for, or whose platforms power our work.

/001Services

Two engines. One team.

An AI lab that ships models, and a software team that ships products. Every engagement is tailored, delivered end to end, and built to make your business smarter.

lab.ai

Unique AI models and intelligent applications, integrated into the systems you already run.

01

AI models

Predictive models, recommendation systems, image recognition — trained on your data, for your decisions.

02

AI web & mobile apps

From e-commerce with smart recommendations to trackers with intelligent categorization.

03

AI chatbots

Customer service, lead generation, FAQs — 24/7 agents that speak your brand.

04

AI automation workflows

Data entry, reporting, outreach: repetitive work automated, teams freed.

05

AI forecast models

Sales, finance, inventory. Historical data turned into trends you can plan around.

06

AI integrations

LLM and AI capabilities wired into your CRM, ERP and existing stack, cleanly.

/002Package · Discovery & Digital Optimization

Know before you invest.

Understand your operations, get the most out of the tools you already have, and spot the digital transformation opportunities worth pursuing.

Prepare a technology strategy that fits your reality, starting with what is already in place. We analyze your processes, your tools and your current needs, then pinpoint the opportunities for optimization, automation and digital transformation.
01

Discovery

Your company, your goals, your challenges and your operations.

02

Process analysis

Workflows, tools in use, inefficiencies and repetitive tasks.

03

Optimization

Improvements, integrations, automation and artificial intelligence.

04

Recommendations

Validation of priorities and next steps.

What we examine

  • Inventory of existing software, platforms and tools
  • Analysis of processes and team needs
  • Limitations, duplicates and integration opportunities

What we propose

  • Make better use of current tools
  • Reduce costs and manual effort
  • Relevant automations, integrations and digital solutions

Preparing the transformation

01

Prioritize

Rank initiatives by potential impact and complexity.

02

Orient

Define the first technology directions.

03

Plan

Prepare a preliminary roadmap of optimization and transformation projects.

Included
$2,800
Flat fee, all included
  • 4 strategic meetings
  • 1 summary report
  • Prioritized roadmap

What you receive

  • 1A summary report of observations and opportunities
  • 2A prioritized list of digital optimization recommendations
  • 3A preliminary roadmap of proposed next steps

The four meetings, the analysis work, the preparation of recommendations and the summary documentation.

Good to know

This package is a consulting and planning phase. Software development, implementation and technical integrations are quoted separately when needed.

Informed technology decisions, no wasted investment, focused on the initiatives with the best return.

/003Results

Proven in weeks, across industries.

Three flagship solutions and the outcomes they delivered. Client and product names are withheld on request.

01

AI mobile app

From concept to the app stores in under two weeks.

  • iOS and Android at once
  • AI-guided onboarding
  • Scalable architecture
02

Legal AI

Contracts analyzed in minutes, reviews 62% faster.

  • Clauses detected automatically
  • Risks flagged
  • Concrete recommendations
03

AI forecasting

Anticipate demand in manufacturing, energy and finance.

  • Real-time demand
  • Inventory optimization
  • Lower energy costs
14 daysHR tech startup
to launch on iOS and Android

AI job-matching platform

Challenge
Launch a cross-platform, AI-powered job-matching app fast.
Approach
Voice-driven onboarding, AI job recommendations, scalable microservices.
Results
50,000 early adopters, an AI-ready architecture and US$15M of subsequent funding.
−62%Legaltech
time per contract

Legal assistant

Challenge
Legal teams buried under 50-page contracts, creating delays and compliance risk.
Approach
Upload, advanced clause analysis, risk summaries and suggested amendments.
Results
100% of critical clauses covered, 3,000 users in the first month, CA$500k of funding.
−18%Energy & utilities group
stockouts

Demand forecasting

Challenge
Unpredictable demand across automotive, banking and utilities inflated costs.
Approach
Unified data model and AI forecasting across multiple sources and sector parameters.
Results
Peak electricity costs down 12% on African grids and a unified energy data standard.

More measured outcomes

E-commerce support chatbot

−85%
response time
+40%
customer satisfaction
−60%
support costs
+300%
interactions handled

Citizen environmental chatbot

+73%
program participation
+45%
policy awareness
92%
satisfaction
−38%
household energy & waste

AI 3D design for custom jewelry

−65%
design & labour costs
−78%
design-to-production time
+150%
custom orders per month
24/7
instant visualization
AI readiness quiz

How ready is your business for AI?

2 minutes · 11 questions · your score and a free assessment

Take the quiz now
/005Use cases

What we deploy, sector by sector.

From proof of concept to scale.

Sector
Problem
Oxto AI solution
01Mining & industry
Unplanned breakdowns and downtime
Predictive maintenance with IoT sensors
02Manufacturing
Defects detected too late
Computer-vision quality control
03Logistics
Poorly coordinated receiving
Arrival planning and forecasting
04Rental real estate
Manual re-letting
Operations engine and AI property coach
05Finance & markets
Scattered signals
Liquidity monitoring and scenario simulation
06E-commerce
High question volume
Catalogue chatbot and inventory forecasting
07Legal
Long, risky reviews
Contract analysis and risky-clause detection
08Energy
Costly demand peaks
Load forecasting and control
09Public & non-profit
Hard to mobilize
Citizen chatbot and donation tools
10Training & HR
Uneven AI skills
AI training in French and assistants
/006Integrations

Plugged into everything you already use.

Secure, reliable connections between your systems, your data and your AI.

/006Product · Oxto Oracle

Ask. Predict. Know.

Our in-house product: an on-demand AI oracle. Solve a half-second focus challenge, ask anything, and get a clear, reasoned forecast streamed back in seconds.

Powered by PE-1, our prediction transformer5 questions per challengeNo account, no profileAnswers in your language
The oracle is listening.
…

Ask your first question

Predictions are AI-generated for guidance & entertainment, not professional advice.

/008Technology

The prediction transformer behind every forecast

Oxto AI doesn't rent its intelligence. We train our own family of prediction transformers — decoder-only models that read time the way a language model reads text — and PE-1 is the engine behind every answer the oracle gives.

PE-1Our flagship prediction transformer
200M
Parameters, purpose-built
100B+
Observations pretrained
0-shot
Forecasts unseen series
P10–P90
Calibrated uncertainty

When you ask a question, a language layer turns it into a forecasting task, PE-1 does the maths, and the answer comes back in plain language — the number, the distribution, and the reasoning behind it.

01

Time, broken into tokens

PE-1 slices a long history into patches — short, contiguous windows of observations — and treats each as a token. A decoder-only transformer reads them in order and predicts the next stretch of the future, exactly the way a language model predicts the next word.

02

Pretrained on the world's signals

We pretrain on hundreds of billions of real and synthetic observations — search interest, page traffic, markets, operations, weather and more. That breadth is what lets PE-1 recognise seasonality, trend and shock in data it has never been shown.

03

Zero-shot, then yours

Point PE-1 at a series it has never seen and it forecasts on the spot — no per-dataset training — reaching accuracy that usually demands a bespoke model. Fine-tune it on your own data and it goes further still.

04

Forecasts with honest error bars

Every prediction is a full distribution, not a lone number. You get a central estimate and a calibrated confidence band, so you can weigh the risk instead of trusting a single guess.

05

Any horizon, any cadence

One model spans minutes to years, short histories to long ones. Output patches run longer than input patches, so even long-range forecasts come back in a single, efficient pass.

06

Built to run lean

Compact next to a general-purpose LLM, PE-1 is purpose-built for forecasting — light enough to stream a reasoned prediction back the moment you ask.

PE-1 builds on a decoder-only, patched-transformer approach to time-series foundation models — pretraining one model to forecast across domains, granularities and horizons, rather than fitting a fresh model to every dataset.
/007Lab · Ecosystem

A few products we built.

What we ship for ourselves is what we can ship for you.

White label

Your brand, our technology.

Every solution is marketed under your brand, integrated with your systems (email, CRM, management tools, data sources) and deployed in the cloud or on-premise.

220+
White-label AI solutions
35+
Domains, from health to Web3
  • Branded as yours
  • Integrated with your systems
  • Cloud or on-premise
  • Customer service
  • Sales & productivity
  • Data analytics
  • Marketing
  • Health & wellness
  • Retail
  • Media
  • HR
  • Legal & compliance
  • Finance & accounting
  • Web3 & tokens
  • Computer vision
  • Environment
  • Real estate
  • Education
  • Agriculture
  • Manufacturing
  • Cybersecurity
  • Logistics
  • Travel & hospitality
  • Gaming & esports
  • Creative tools
  • Collections & data
  • Automation
Strategic partnerships

Six concrete successes.

01

Solar energy group

Solar projects in France and Africa, from studies to operations.

02

Private members' club

Invitation-only digital club for cigar and wine enthusiasts.

03

AI-native operating system

A first AI-native OS for secure agentic workflows.

04

Venture ecosystem

A "VC of VCs": capital, AI and collective intelligence.

05

Sustainable investment fund

Data-driven sustainable investing with measured impact.

06

Our foresight platform

Scenarios, risks and strategy for decision makers.

/008Why choose us

Three commitments in every engagement.

Enterprise-grade AI, delivered fast: secure, measurable, designed for your business reality.

01

Speed of impact

End-to-end deployments in weeks, not months.

  • Rapid prototyping
  • AI-accelerated code
  • Simplified testing and validation
02

Security by design

Privacy, compliance and data sovereignty at the core of every solution.

  • On-premise deployment
  • Sovereign cloud
  • Enterprise compliance standards
03

Measurable return

Every project is tied to clear business outcomes with transparent indicators.

  • KPIs defined up front
  • Regular performance reports
  • Results-driven approach
Enterprise-ready

Security first

ISO 27001 and SOC 2 practices, regional compliance (Québec Law 25 and more).

On-premise & sovereign cloud

Deploy AI in your own infrastructure or in a sovereign cloud with the highest requirements.

AI-native architectures

Designed AI-first to grow at the pace of your business.

Cross-industry trust

Legal, finance, energy, retail, e-commerce and manufacturing.

“The future belongs to organizations that use AI not as a mere tool, but as a strategic advantage that transforms how they operate, compete and serve their customers.”

— Oxto AI
AI readiness quiz

How ready is your business for AI?

2 minutes · 11 questions · your score and a free assessment

Take the quiz now
/010For teams & companies

A software firm that helps companies navigate — and build — AI

Behind the oracle is a software studio. We help organisations cut through the hype, find where AI actually moves the needle, and ship it — from prediction models and automation to the production software around them. Drawing on a decade of software, cloud and DevOps craft, we build with your team, keep your data private, and hand back something they can run on their own.

01

AI strategy & navigation

We separate signal from noise, map where AI earns its keep in your business, and turn it into a roadmap your team can actually act on. Simplifying AI is the whole point.

02

Prediction & forecasting

Custom prediction models and a clean API that turn your data into forecasts and decisions — the same prediction transformers behind our oracle, tuned to your domain.

03

Automation & integration

AI workflows that clear repetitive work and slot into the tools you already run — CRMs, ERPs, accounting and back-office systems — without ripping anything out.

04

Custom software development

We build the product around the model: secure, production-grade software, designed and shipped hand-in-hand with your team and your stakeholders.

05

Cloud, DevOps & delivery

A decade of DevOps culture — cloud, automation, monitoring, compliance and security — so what we build ships reliably and scales when it matters.

06

Knowledge transfer

Our approach is centred on knowledge transfer. We leave your teams able to run, extend and own everything we deliver — no permanent dependency on us.

/009Process

From brief to running system.

A short form, an honest quote, then we build.

  1. 01

    Brief

    Tell us about your operations, the tools you use, your pain points and your vision for AI. Detail helps.

  2. 02

    Quote

    Our team reviews your brief and prepares a personalized quote, suited to your needs and budget.

  3. 03

    Build

    Prototype, MVP, then production. Tight loops, direct communication, code you own.

  4. 04

    Run

    Real-time monitoring, adaptive responses and proactive iteration once you're live.

/015Merch · Oxto

Wear the lab.

T-shirt, hoodie and cap with the Oxto print, in black or white. Spin them around, pick your colour and size, and pre-order.

Drag to rotate

Oxto T-shirt

Heavyweight cotton tee, front print.

Black

Price and delivery confirmed by email when the batch opens.

Drag to rotate

Oxto Hoodie

Fleece-lined hoodie, front print, kangaroo pocket.

Black

Price and delivery confirmed by email when the batch opens.

Drag to rotate

Oxto Cap

Structured cap, embroidered front mark, adjustable strap.

Black
One size

Price and delivery confirmed by email when the batch opens.

/016FAQ

Good questions, straight answers.

AI models, AI-powered web and mobile apps, chatbots, automation workflows, forecasting models, integrations, and fully custom software. Plus consulting, cloud, security, managed IT and QA around it.

Entrepreneurs and startups shipping an MVP, enterprises modernizing operations, and Web3 or open-source teams. Businesses of all sizes.

A $2,800 flat-fee consulting phase: four strategic meetings, an analysis of your processes and tools, and a summary report with prioritized recommendations and a preliminary roadmap. Development and integrations are quoted separately.

Fill in the short form below with your operations, tools, pain points and vision. We review it and come back with a personalized quote suited to your needs and budget.

Yes. We build with code ownership by default, so you're never locked into us or a vendor.

Absolutely. The team is bilingual and the whole site switches with the EN / FR toggle at the top.

Our own prediction transformers — the PE-1 model family — generate every forecast, with a language layer that turns your question into a forecasting task and streams the reasoning back in real time.

No. Oracle predictions are AI-generated for guidance and entertainment. For decisions that matter, talk to a qualified professional.

/017Contact

Let's build what you can't buy.

Tell us about your operations and your vision. We'll come back with a personalized quote.

What happens next

  1. 1We read your brief within one business day
  2. 2A short call to clarify scope
  3. 3A personalized quote, no obligation

Or write to us: william@predict.expert

Free 20-minute consultation

Our experts assess your challenges and sketch an AI roadmap focused on measurable results. Pick a slot that suits you.

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