AI & Intelligent Consulting

Bespoke AI, delivered by senior operators.

One partner owns your engagement from first call to go-live. Not a strategy team handing you to a delivery team six weeks in. Not a pyramid with the person you met in the pitch never showing up again.

Book an audit Industries we serve

practice areas: 6practice
areas
engagement models: 4engagement
models
industries served: 8industries
served

Strategy

Identify opportunities.
Define roadmap.

Market analysis
Use case mapping
ROI blueprint

Foundations

Build the right data,
tech and team.

Data Strategy, Platform Setup, and Governance

Data strategy
Platform setup
Governance

Build

Develop, test,
iterate.

AI Model Training, Integration, and QA Validation

Model training
Integration
QA & validation

Run

Scale, monitor,
optimize.

Enterprise AI Deployment, Real-time Monitoring, and Continuous Improvement

Deployment
Monitoring
Continuous improvement

Offerings

AI Strategy & Roadmap

A defensible AI plan your board and CIO can both defend.

We diagnose where AI actually moves the P&L for you, prioritize the two or three initiatives worth funding this year, and build the roadmap, org, and governance to ship them.

Value-mapped opportunity portfolio
12-month roadmap with owner, budget, and dependencies
Operating model and governance blueprint
Executive readout with board-ready framing

Data Foundations

The plumbing without which AI cannot ship.

We rebuild the parts of your data platform that are blocking AI — modeling, pipelines, governance, and cost — with production hand-off, not just recommendations.

Reference architecture aligned to your cloud
Priority pipelines shipped to production
Semantic layer and metrics catalog
Data contracts and quality SLAs

Custom AI Product Build

From problem statement to shipped, enterprise-grade AI product.

Our multidisciplinary pod (product, applied AI, engineering, design) builds the AI product you can't buy off the shelf — designed to run on Breww.ai or your own stack.

Discovery, design, and validated backlog
Iterative delivery in 2-week increments
Production deployment and MLOps
Handover with runbook and team enablement

Model Risk & AI Governance

Ship AI your regulator, auditor, and CISO can all live with.

We stand up model risk management, evaluation infrastructure, and AI policy that meets EU AI Act, SR 11-7, and internal governance requirements — practical, not performative.

Model inventory and risk tiering
Evaluation and monitoring infrastructure
AI policy, approval workflow, and DPIA templates
Auditor-ready evidence pack

GenAI Enterprise Adoption

From pilot chaos to a portfolio of GenAI that actually pays back.

We help you consolidate your GenAI experiments, kill the ones that don't work, invest behind the ones that do, and stand up shared infrastructure so the next 20 use cases ship in weeks — not quarters.

GenAI portfolio audit and prioritization
Shared RAG / agent / eval infrastructure
Change management and enablement plan
Value tracking with unit economics

AI Operating Model & Org Design

The org, roles, and rituals that turn AI ambition into AI delivery.

We redesign how your AI, data, and product teams work together — pod structure, decision rights, career paths, and stakeholder rituals — with a change plan you can actually execute.

Target-state operating model
Role definitions and career ladders
Decision rights and RACI
Change plan with milestones and comms

How we deliver

We assess. We build. You own it.

Both, Not Either
Platform, Not Slideware
Capability, Not Dependency

AssessAI ReadinessWhere you are, and what is worth doing first.

The assessment

Eighteen questions.Six dimensions.One score.

Every dimension is scored on the same four-stage scale.

Ad-hocExperiments, no shared foundation
EnabledData and platform ready for use
ScaledGoverned delivery across functions
AI-NativeAI in the default way of working

Flexible Collaboration

How do we engage?

Structured for the way you actually want to work.

Fixed-scope build

A concrete AI product delivered on a defined scope, price, and timeline.

Engagement model

Embedded pod

A DataCaffe.ai pod embedded in your team for 3–12 months, delivering against a shared roadmap.

Engagement model

Advisory retainer

Senior partners on call to unblock your team on architecture, model, and program decisions.

Engagement model

Fractional CAIO / CDO

Executive-level AI or data leadership for organizations not yet ready to hire full-time.

Engagement model

Get started

Bring bespoke AI into production.

Every industry has its own language and regulation. We speak both. Tell us the problem you're trying to solve — a senior partner will get back inside a business day.

Bespoke AI, delivered by senior operators.

Offerings

We assess. We build. You own it.

Eighteen questions.Six dimensions.One score.

How do we engage?

Fixed-scope build

Embedded pod

Advisory retainer

Fractional CAIO / CDO

Bring bespoke AI into production.

Talk to our consulting team