SERVICES
What we bring to the table.
We do a few things and we do them well. No menu of 47 services — just deep expertise where it matters.
01
AI/ML Engineering
You have an ML initiative and nobody senior enough to lead it. You can't hire fast enough and you can't afford to learn by failing in production. We've been building production AI/ML systems for 8 years — computer vision, NLP, recommendation engines, real-time pipelines. We know the difference between a demo and a deployment, and we ship the latter.
Computer Vision
Object detection, image classification, visual inspection systems. On-device and cloud-based deployments.
NLP & Language Models
Text processing, transcription pipelines, semantic search. Integration with modern LLMs and custom fine-tuning.
ML Pipelines
End-to-end data pipelines, feature engineering, model training infrastructure. From raw data to production predictions.
Edge / On-Device ML
Models optimized for constrained environments. When the cloud isn't an option and reliability is non-negotiable.
02
Embedded Team Extension
Your team is shipping but stretched thin. You need principal-level engineers who can drop into your codebase, your standups, your Slack — and be productive in days, not months. Not a body shop. Not offshore juniors who need hand-holding. We embed with your team, operate at a principal level from day one, and leave your team better than we found it.
Full Embed
We join your Slack, your standups, your on-call rotation. Indistinguishable from your own team.
No Ramp-Up
26 years across every stack that matters. We're productive in your codebase in days, not months.
Flexible Scale
One engineer or a small squad. Scale up for a push, scale down when you've shipped. No long-term contracts required.
Vibe Check
You shipped fast with AI-generated code. Now something's broken — or about to be. Your vibecoded app just got hacked, your architecture doesn't scale, or you're staring at a codebase nobody on the team fully understands. We audit AI-written code for architecture, security, performance, and maintainability — then give you a clear, honest report with a prioritized plan to fix it.
What you get
- Architecture review — does the structure make sense?
- Security audit — what's exposed that shouldn't be?
- Performance analysis — where are the bottlenecks?
- Prioritized action plan — what to fix first
How it works
- 1 Share repo access
- 2 We review over 3-5 business days
- 3 Walkthrough call with findings and plan
04
Fractional CTO
Your architecture is going sideways. Your team is scaling faster than your processes. Vendors are pitching AI solutions you can't evaluate. You don't need another full-time exec — you need 26 years of pattern recognition, available when the decisions matter and not as overhead when they don't.
Architecture & Strategy
Technology decisions, build-vs-buy analysis, technical roadmapping. The strategic thinking your team needs from someone who's shipped at every scale.
Team Building
Hiring strategy, interview processes, engineering culture. Help building the team that builds your product.
Vendor & AI Evaluation
Cut through vendor pitches and AI hype. Honest assessment of what technology fits your actual needs — not what's trending.
We also build web and mobile apps.
Full-stack engineering, APIs, mobile apps — we've been doing it for 26 years. It's not our headline, but if your AI/ML project needs a frontend or your embedded team extension needs full-stack coverage, we've got it.
HOW WE ENGAGE
The basics, upfront.
We don't hide the details behind a sales call. Here's how working with us actually works.
Model
Time & materials. You pay for the hours we work, not a padded estimate written before we understand the problem.
Team Size
1-3 engineers per engagement. Small enough to move fast, senior enough to not need hand-holding.
Timeline
Typical engagements run 3-6 months. No long-term contracts required — we stay as long as the work needs us.
The Fine Print
US-based team. NDA standard on every engagement. We work in your tools, your repos, your process.