AI disruption is now.

Agile, informed leadership is more important than ever.

BXG is a specialist consulting firm from the birthplace of AI – Boston, USA.

Our principals have been implementing AI strategy for clients since 2005. We've seen it all.

Get senior technicians with advanced degrees and decades of experience – on your team, today.


BXG delivers confidence.

We provide comprehensive audits for executive assurance in AI safety, privacy, and cost control.

Whether you're beginning your AI journey or scaling operations, our services help you achieve optimal performance, compliance, and financial efficiency.
 

Services

Safety & privacy audits

Safeguard your AI systems to meet regulatory requirements and protect sensitive data.

Design & implementation

Ensure your AI initiatives are aligned with your business goals and optimized for ROI.

Cost modeling

Maximize capital efficiency with fine-grained technical analysis of your AI R&D process and operational requirements.

Is BXG right for your company?

We need to move faster.
AI development is heavily process- and tooling-constrained – much more so than other software disciplines. Engineering velocity can be increased by 10x with process improvements and the right stack. Our team knows what works and what doesn’t from helping dozens of clients over the last 5 years.

"BXG came in for two days of Q&A. It kept us from going down blind alleys for two years."
 
"The BXG team is opinionated, their opinions are based on a ton of first-hand experience, and that's exactly what we needed to feel confident in our implementation path."
Costs are out of control.
Whether it’s R&D or production, reigning in AI-related costs involves a complex decision process with tradeoffs in model latency, accuracy, and hardware cost. BXG’s proven benchmarking process brings science to understanding the current and future costs of your AI use-case.

"BXG doesn't just write whitepapers; they will absolutely put their money where their mouth is. Those guys are some of the best engineers I know."
 
"We would not have hit our targets if it hadn't been for BXG. They jumped in and it felt like our engineering velocity doubled."
Something is broken.
Broken AI systems can cause harm to your business and its customers, especially in privacy- and safety-sensitive applications. BXG loves to get in the trenches and work shoulder-to-shoulder with client engineering teams to fix problems.

"Thank you guys so much. We had gobs of technical debt that needed addressing and you knew exactly what to tackle in what order."

"As an executive, it's hard to understand the subtleties that make AI development go off the rails. BXG really brought that home for me, and helped me understand exactly where I needed to assert myself."

Engagement

Discovery

We help you.

Our principals tight-loop with you to identify targets for advising and audit.

per month

Typical duration: 1-3 months

Pause any time.

 

Good for

  • Bluesky R&D
  • Startup incubation
  • E2E strategy development

Example deliverables

  • Seminars
  • Site visits
  • Presentations
  • Technical recommendations
  • IP reviews

Advising

We work with you.

Pair our experts with your senior staff to help drive velocity and fix problems.

per month

Typical duration: 6-12 months

Pause any time.


Good for

  • Engineering acceleration
  • Technical debt remediation
  • MLOps

Example deliverables

  • System designs
  • Requirements documents
  • Demos
  • Production-ready code
  • Operational support

Audit

We do it for you.

Our senior people deep-dive the most concerning aspects of your AI strategy using our proprietary tools.

per month

Typical duration: 3-6 months

Pause any time.

 

Good for

  • Cost modeling
  • Safety and privacy assessment
  • Process audits

Example deliverables

  • Original research
  • Novel IP
  • Product prototypes

Clients

DATE

CLIENT

PROJECT

TYPE

2024

Redpoint Positioning

Computer vision for warehouse safety.

Discovery

2024

Cognito Health

Edge-to-cloud architecture with machine learning on hospital bedside sensors.

Advising

Who is BXG?

brian-rossa-in

Brian Rossa

Business development

jp-wagner-in

JP Wagner

Business development

matthew-woods-in

Matthew Woods, PhD

ML engineer

reggie-pawle-in

Reggie Pawle

Cloud architect

oliver-hinds

Oliver Hinds, PhD

CV engineer

andrey-shprengel-in

Andrey Shprengel

Edge systems engineer

matthew-gelvin-in

Matthew Gelvin, PhD

Data scientist

luke-orland-in

Luke Orland

ML systems engineer

minh-truong-in

Minh Truong

Cryptographic systems engineer

Contact