// Data & AI — Advanced Reasoning Technology

Unlock the power
of your data.

Advanced Reasoning Technology is now part of The Disruptive Guys. A team of data scientists, cloud architects, data engineers, and AI/ML consultants dedicated to accelerating your journey to AI- and cloud-powered insight — bridging the gap between data potential and real-world results.

01Data Science

Turn data into decisions

We help you find the signal in your data — predictive models, forecasting, segmentation, and experimentation that answer real business questions. Every model is built to ship and measured against the outcome it drives, not the accuracy on a slide.

  • Predictive Modeling
  • Forecasting
  • Customer Segmentation
  • Statistical Analysis
  • A/B Testing & Experimentation
  • Recommendation Systems
02Data Engineering

Pipelines that hold up

The unglamorous work that makes everything else possible: clean, reliable data flowing where it needs to go. We design and build modern data platforms — ingestion, transformation, warehousing, and governance — so your team can trust the numbers.

  • Data Pipelines (ETL / ELT)
  • Data Warehousing
  • Snowflake & BigQuery
  • dbt & Airflow
  • Streaming & Real-time
  • Data Governance & Quality
03Cloud

Cloud architecture, done right

Scalable, secure, cost-aware infrastructure on the platform that fits — AWS, Azure, or GCP. We architect cloud environments for data and AI workloads, migrate legacy systems, and keep the bill honest with right-sizing and automation.

  • Cloud Architecture
  • AWS · Azure · GCP
  • Data Lakes & Lakehouses
  • Infrastructure as Code
  • Migration & Modernization
  • Cost Optimization
04AI / ML

Machine learning & generative AI

From production ML systems to LLM and generative-AI solutions, we build the intelligence layer your business runs on — and the MLOps to keep it reliable. Custom models, RAG and knowledge bases, and AI strategy that ties every build to ROI.

  • Production ML & MLOps
  • LLM & Generative AI
  • RAG & Knowledge Bases
  • Computer Vision & NLP
  • Model Deployment & Monitoring
  • AI Strategy & Roadmapping

// New from the ART merger — Intelligence & AI

Intelligence, AI & forward-deployed engineering

Teams that sit inside your roadmap, tools, and data — not on the sidelines — and build the systems that move your real numbers: revenue, profit, CAC, ROAS, and cost per lead.

  • Forward-deployed engineering teams

    Embedded in your growth, marketing, and ops. We work inside your roadmap, tools, and data and build what moves your KPIs.

  • AI personalization & identity resolution

    Recognize and personalize to visitors across devices and channels to lift conversion rate, AOV, and repeat purchases.

  • Consumer intent & 3rd-party data

    Plug in external intent, location, and behavioral data to find in-market buyers earlier and lower cost per acquisition.

  • Propensity modeling & lead scoring

    Rank leads and accounts by likelihood to buy, so sales and spend go where they close fastest and highest.

  • Predictive demand & forecasting

    Forecast demand by product, geo, and channel to plan inventory, staffing, and media with fewer surprises and stockouts.

  • Opportunity intelligence engines

    Always-on systems that scan markets, geos, and segments to surface where to launch next and where the cheapest growth is.

  • Competitive & market signal monitoring

    Track competitor prices, offers, and messaging and trigger counter-campaigns and pricing moves automatically when they change.

  • AI audience segmentation & micro-targeting

    Cluster customers by behavior, value, and intent to unlock high-ROAS pockets your standard tools never surface.

  • Lookalike & high-value discovery

    Train models on your best customers to find more people like them and scale while keeping acquisition costs flat or lower.

  • Cross-channel identity & journey analytics

    Stitch web, email, ads, CRM, and offline touchpoints into one profile to see what actually moves a customer from cold to closed.

  • Multi-touch attribution & media mix

    Attribute revenue to real channels and campaigns and reallocate spend from what looks good in-platform to what drives profit.

  • AI-assisted creative & offer testing

    Rapidly generate and test copy, creative, and offers, and learn which combinations win by segment and channel.

  • Intelligent routing & next-best-action

    Decide in real time who gets an email, a call, a discount, or nothing — all based on predicted outcome.

  • Growth automation & AI-assisted ops

    Automate list building, reporting, enrichment, alerts, and follow-ups so teams focus only on high-value moves.

  • Referral & affiliate systems

    Build referral and affiliate engines that generate more qualified leads on autopilot.

// Data, cloud & analytics

Data, cloud & analytics backbone

The infrastructure underneath the intelligence — clean data, scalable cloud, and reporting you can actually run the business on.

  • Data engineering & real-time pipelines

    Clean, connect, and stream data from your site, ads, CRM, POS, and 3rd-party sources into a single, trustworthy source of truth.

  • Cloud architecture on AWS / Azure / GCP

    Design and run scalable, secure data and AI infrastructure that doesn’t fall over when you scale 10X.

  • Data lakes, warehouses & modeling

    Organize your data so any analysis, dashboard, or model can be built quickly and maintained over time.

  • MLOps & production AI systems

    Take models out of notebooks and into production with monitoring, alerting, A/B testing, and continuous improvement.

  • BI dashboards & executive reporting

    Real-time dashboards showing revenue, profit, CAC, ROAS, LTV, and pipeline by channel, campaign, and segment.

  • Advanced analytics & forecasting

    Churn, LTV, pricing elasticity, cohort performance, and geo heat-mapping to guide where to double down and where to cut.

// Go-to-market & delivery

Growth systems & go-to-market delivery

The team and the operating model that put all of it to work — from designing the growth system to embedding the people who build it.

  • GTM Engineering-as-a-Service

    Design and build full growth systems, funnels, and automation — end to end, not one-off campaigns.

  • AI Product Marketing

    Turn complex products and AI capabilities into clear offers, messaging, and positioning that buyers understand.

  • AI Implementation Pods

    Embedded engineers and data scientists who implement AI and ML directly across your workflows.

  • Community Growth & Ecosystem Programs

    Design and scale communities, content engines, and advocacy loops that compound over time.

  • Enterprise GTM & Sales Acceleration

    AI-driven targeting, plays, and enablement to shorten sales cycles and increase win rates.

// Now available

Dedicated AI employees & agents for your business

Purpose-built AI agents that work like team members — trained on your data, plugged into your tools, and accountable to real outcomes. They handle research, outreach, reporting, support, and follow-up around the clock, so your people spend their time on the work only humans can do.

  • Sales & outreach agents
  • Customer support agents
  • Research & enrichment agents
  • Reporting & analytics agents
  • Ops & workflow agents
  • Lead qualification & routing agents

// What it means for you

Plain-English outcomes

  • More revenueHigher conversion rates, more cross-sell and upsell, and better close rates with the same or less traffic.
  • More profitSame or higher revenue with lower CAC, less wasted ad spend, and more efficient teams.
  • Lower risk & wasteTest before you bet, forecast demand, and catch failing campaigns or markets early.
  • 10X / 100X scaleSystems, not heroics — infrastructure and automation that scale without equal headcount.
  • Unfair advantageSee opportunities, threats, and market shifts before competitors do, and act on them automatically.
// Why it works

Data and demand,
under one roof.

Most agencies stop at the website. Most data shops never touch marketing. We do both — so the models you build and the campaigns you run finally pull in the same direction.

01

Built to ship

We don't hand over notebooks and slide decks. We deliver systems in production, measured against the outcome they drive.

02

One accountable team

Data, cloud, ML, web, and marketing in the same room. No finger-pointing between vendors when something breaks.

03

Tied to the business

Every engagement answers to revenue, cost, or risk — the numbers your leadership actually cares about.

// Let's build

Sitting on data
you're not using?

Tell us what you're trying to figure out. We'll tell you what your data can actually do — straight, no fluff.

Free strategy call · No obligation · Same-day reply