AI consulting services that ship to production, not pilots
Beige Bananas builds AI for Fortune 500 leaders in Media, CPG, Retail and Insurance — GenAI applications, agentic workflows, classical ML and the data foundations underneath.
We diagnose, design and deliver, embedded with your team.
What we deliver
GenAI strategy and use cases: identify the 3-5 GenAI bets that move revenue, cost or risk — and the ones to deliberately skip.
Agentic AI workflows: multi-agent systems with guardrails, evaluation and human-in-the-loop controls.
ML build and MLOps: forecasting, personalization, churn and pricing models with monitoring, drift detection and retraining.
RAG and enterprise search: retrieval-augmented generation on your documents, with vector stores, governance and citation-grade accuracy.
AI readiness and governance: pragmatic diagnostics of data, talent and risk posture, plus frameworks executives can defend.
AI platform engineering: feature stores, prompt management, model registries and the plumbing that turns prototypes into products.
Why teams pick Beige Bananas
Production AI shipped for Fortune 500 Media, CPG, Retail and Insurance clients.
One accountable pod across strategy, data engineering and ML — not silos.
Vendor-neutral: OpenAI, Anthropic, Google, AWS Bedrock, Azure OpenAI, Databricks and open-source models.
Outcome-priced work with measurable business KPIs.
Frequently asked questions
What do AI consulting services include? Identifying high-value AI use cases, designing models and architectures, building production-grade ML or GenAI systems, and putting governance, monitoring and operating models in place.
How is GenAI consulting different from traditional AI/ML consulting? GenAI centers on LLMs, agents, RAG and prompt engineering with their own evaluation, safety and cost questions; classical ML focuses on forecasting, classification and recommendation. Most enterprise programs need both.
How long does an engagement take? A strategy sprint typically runs 4-6 weeks; a first production-grade use case usually ships in 10-14 weeks.
What does AI consulting cost? Most clients start with a fixed-fee discovery (low five figures), then move to outcome-based SOWs or a dedicated pod of 3-6 specialists billed monthly.
Do you only advise, or do you build? Both. The team that defines the strategy builds the production system.
Which industries do you focus on? Media & Entertainment, CPG, Retail & D2C and Insurance.