Generative AI Consulting

Use cases chosen for value, models chosen for the job, and guardrails built in, so generative AI reaches production and stays there.
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Definition

What is generative AI consulting?

Generative AI consulting takes an organization from candidate ideas to working systems: selecting use cases worth building, grounding them in governed data, choosing between frontier APIs and self-hosted models, building guardrails, and deploying to production with measurement attached. Most generative AI programs stall between the demo and the deployment, usually on data access, security review, or a use case that never had a business case. BD Emerson runs delivery and governance as one engagement: the same firm that builds the retrieval pipeline writes the AI policy that lets it pass review. Roadmaps are sized against your data and your risk tolerance, which is why they survive contact with production.

Services

What our generative AI consulting includes

Use-case selection
Data grounding and RAG
Model selection and hosting
Guardrails and governance
Production deployment
Measurement

Use-case selection

We build a scored pipeline of candidate use cases rated on value, data readiness, risk class, and effort. Most candidates fail the data test, and finding that out on paper costs a workshop instead of a quarter.

Data grounding and RAG

Retrieval over your own content with permissions enforced at query time, so answers cite governed sources. Chunking, indexing, and evaluation are tuned on your documents rather than on a public benchmark.

Model selection and hosting

Frontier APIs where capability wins, open-weight models where data cannot leave, and routing between them where cost matters. Our private LLM hosting practice covers the zero-egress case in depth.

Guardrails and governance

Input and output filtering, prompt injection defenses, human approval on consequential actions, and logging of every model call. Controls are built alongside our AI governance practice so they line up with policy.

Production deployment

Evaluation suites, continuous integration for prompts, versioning, monitoring, and rollback. The difference between a demo and a system is everything that happens after the model answers.

Measurement

Unit economics per use case: cost per task, quality against baseline, time saved, and adoption. Use cases that miss their numbers get retired, and the ones that hit them get scaled.

Our approach

Our approach

01

Prove the use case on paper

Value, data availability, and risk class are testable before any code is written. The workshop output is a ranked backlog with an owner and a number attached to each item.

02

Build on governed data

Retrieval and fine-tuning run on data with known lineage and enforced permissions. Ungoverned data is the most common reason generative AI fails security review.

03

Ship behind guardrails

Filters, injection defenses, human checkpoints, and full logging go in before launch, and never after the first incident. Controls are designed together with the policy that governs them.

04

Measure and iterate

Every use case reports cost and quality against its business case. The portfolio compounds because weak items are cut early and winning ones get further investment.

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Taking generative AI to production?

Speak with BD Emerson about your use-case pipeline, your data, and the shortest defensible path to a system your risk team will sign off on.

Our Advantage

Why BD Emerson for generative AI

Delivery plus governance

One firm builds the system and writes the governance that approves it. There is no handoff between an AI boutique and a compliance shop, and no rework when the two disagree.

Model-agnostic economics

We compare frontier, open-weight, and routed hybrid options on cost per task, and we hold no reseller margin on any model, so the recommendation follows your numbers.

Production is the test

Roadmaps are scoped against your actual data quality and security posture, so pilots either reach production or die cheaply on evidence instead of living on as permanent proofs of concept.

Reviews

What our customers say

Great consulting firms for scaling security, compliance, and appsec.

Outstanding partner in Technical and Cyber Due Diligence

Appsec maturity and application hardening.

BD Emerson helped us simplfiy our compliance management.

BD Emerson did such a phenomenal job. What started as privacy support quickly became a full partnership across compliance, engineering, and even business operations. They’re embedded with our team. They understand our product. They move fast. They’re simply invaluable.

Adam Ben Jacobs

CTO @ OneStep GPS

Great consulting firms for scaling security, compliance, and appsec.

Outstanding partner in Technical and Cyber Due Diligence

Appsec maturity and application hardening.

BD Emerson helped us simplfiy our compliance management.

BD Emerson did such a phenomenal job. What started as privacy support quickly became a full partnership across compliance, engineering, and even business operations. They’re embedded with our team. They understand our product. They move fast. They’re simply invaluable.

Adam Ben Jacobs

CTO @ OneStep GPS

We had a hard time finding the right company to partner with in support of our compliance journey. Some vendors sell the idea that they do the work, but then you end up doing everything. The ambiguity is what killed our last project. BD Emerson’s team has such great technical knowledge and understands the standard so well that they made us comfortable with moving fast. This has led to us closing major enterprise customers that were previously out of reach because of security and compliance.

Tom Watkins

CEO @ AMI AssetTrack

Lead an enterprise initiative to overhaul the organization's technology stack from ecommerce, corporate tech, and corporate security.

Supported ISO 42001 exercise and served as internal auditor.

Rubrik's privacy and compliance team began with the backbone of BD Emerson. BD Emerson supported building out the privacy program, GRC (ISO 27001, SOC 2, CMMC, FedRAMP), and the appsec function.

We needed a partner who could move quickly, without sacrificing precision. BD Emerson brought the expertise, structure, and speed we were looking for. Their team became an extension of ours, embedding themselves across the organization, guiding us step by step, and giving us confidence in areas we hadn’t tackled before. The internal audit they conducted was so detailed that even the external auditors called it out. Achieving ISO 27001 with zero nonconformities says everything you need to know about the quality of the partnership.

Walid Souilem

CTO @ FGI Worldwide

We had a hard time finding the right company to partner with in support of our compliance journey. Some vendors sell the idea that they do the work, but then you end up doing everything. The ambiguity is what killed our last project. BD Emerson’s team has such great technical knowledge and understands the standard so well that they made us comfortable with moving fast. This has led to us closing major enterprise customers that were previously out of reach because of security and compliance.

Tom Watkins

CEO @ AMI AssetTrack

Lead an enterprise initiative to overhaul the organization's technology stack from ecommerce, corporate tech, and corporate security.

Supported ISO 42001 exercise and served as internal auditor.

Rubrik's privacy and compliance team began with the backbone of BD Emerson. BD Emerson supported building out the privacy program, GRC (ISO 27001, SOC 2, CMMC, FedRAMP), and the appsec function.

We needed a partner who could move quickly, without sacrificing precision. BD Emerson brought the expertise, structure, and speed we were looking for. Their team became an extension of ours, embedding themselves across the organization, guiding us step by step, and giving us confidence in areas we hadn’t tackled before. The internal audit they conducted was so detailed that even the external auditors called it out. Achieving ISO 27001 with zero nonconformities says everything you need to know about the quality of the partnership.

Walid Souilem

CTO @ FGI Worldwide

BD Emerson didn’t just help us meet our compliance goals; they integrated security and privacy into the core of our operations. I highly recommend BD Emerson to anyone seeking SOC 2 or GDPR compliance, or simply looking to enhance their security team and boost customer trust in their product and services. Their dedication and expertise have been invaluable to our success.

Padraig Reilly

CEO, Boxcore

BD Emerson understood our business requirements and worked side-by-side with us. The policies and controls we developed together not only meet compliance standards but improve how we operate day to day.

Matt Meierdierks

IT Manager, Lincoln Industries

From day one, BD Emerson brought urgency, clarity, and a sharp understanding of what truly matters to our business — earning and keeping customer trust. They went beyond helping us meet compliance requirements; they helped build a foundation for secure, scalable growth. That kind of partnership is rare.

Jason Marker

CEO @ LifeLenz

BD Emerson didn’t just help us pass an audit—they helped us build a sustainable culture of security.

Alexey Indeev

CTO Spare

BD Emerson was essential in helping our company navigate the daunting process of leveling up our security infrastructure. BD Emerson’s impressive expertise and confidence throughout the process helped our team exceed HIPAA and SOC 2 Type 1 standards quickly, distilling what can be an overwhelming process into a streamlined, organized effort. From day one they began adding value and getting us on course. With their help we delivered on a massive security overhaul with both extreme efficiency and thorough attention to details. Because of BD Emerson’s support, we’ve increased our clients’ trust in Titan Intake and the life-changing work it accomplishes for those seeking specialist referrals.

Patrick Bruce

CEO, Titan Intake

BD Emerson didn’t just help us meet our compliance goals; they integrated security and privacy into the core of our operations. I highly recommend BD Emerson to anyone seeking SOC 2 or GDPR compliance, or simply looking to enhance their security team and boost customer trust in their product and services. Their dedication and expertise have been invaluable to our success.

Padraig Reilly

CEO, Boxcore

BD Emerson understood our business requirements and worked side-by-side with us. The policies and controls we developed together not only meet compliance standards but improve how we operate day to day.

Matt Meierdierks

IT Manager, Lincoln Industries

From day one, BD Emerson brought urgency, clarity, and a sharp understanding of what truly matters to our business — earning and keeping customer trust. They went beyond helping us meet compliance requirements; they helped build a foundation for secure, scalable growth. That kind of partnership is rare.

Jason Marker

CEO @ LifeLenz

BD Emerson didn’t just help us pass an audit—they helped us build a sustainable culture of security.

Alexey Indeev

CTO Spare

BD Emerson was essential in helping our company navigate the daunting process of leveling up our security infrastructure. BD Emerson’s impressive expertise and confidence throughout the process helped our team exceed HIPAA and SOC 2 Type 1 standards quickly, distilling what can be an overwhelming process into a streamlined, organized effort. From day one they began adding value and getting us on course. With their help we delivered on a massive security overhaul with both extreme efficiency and thorough attention to details. Because of BD Emerson’s support, we’ve increased our clients’ trust in Titan Intake and the life-changing work it accomplishes for those seeking specialist referrals.

Patrick Bruce

CEO, Titan Intake

Certificates

Our accreditations

At BD Emerson, we believe that our team's extensive certifications not only set us apart but also ensure that we provide the highest level of service to our clients.
FAQ

Frequently asked questions

What does a generative AI consultant deliver?

How is this different from AI strategy consulting?

How does it relate to enterprise AI consulting?

Frontier API or self-hosted model: how do you choose?

What guardrails do production systems need?

How long until something is in production?

What does generative AI consulting cost?

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