NewGeometryEngineering & AI ExpertiseOn-Demand Engineering
to help you build the future
AI-native staff+ engineers and technical leaders for the work you can't afford to get wrong.
Put us on the hard problemWhy us?
Top-tier expertise on flexible terms - no costly minimums or long-term commitments.
Consultations as soon as tomorrow. Work starts within a week.
Extending existing teams' expertise and capacity across functions.
Partnering with startups, established companies, and PE/VC firms.
Our team members were responsible for high-profile work at
We bring big-tech engineering depth and startup speed - the kind of expertise that's hard to hire full-time.
We embed with your team to tackle critical projects, solve hard technical problems, and see solutions through to implementation.
What we can do for you
Modernize what runs the business. Build what moves it forward.
Hard technical work rarely stays in one lane. We work across the product, the systems, and the team - so you do not have to stitch together a strategy firm, a delivery shop, and a staffing agency.
Our engineers and technical leaders have built proprietary data platforms, ML/AI training pipelines, billing infrastructure, programmatic advertising systems, and high-stakes automations at large companies and startups. We bring that range to work where scale, speed, and correctness all matter at once.
Untangle the systems your business depends on
Replace fragile foundations, improve reliability, security, and operating cost, and create room for new products and AI - without stopping the business.
Turn AI into a working part of the business
Organize the data, build the pipelines, evaluate the models, and integrate decision or generative AI into products, workflows, and operations people rely on.
Get the next product line into the market
Test the opportunity, build the proof, make the product and architecture choices, and carry it through to a production release.
Level-up engineering
Improve roles, hiring, technical standards, and delivery systems - and help the team use AI to move faster without adding another layer of process or headcount.
How we work
Our team brings cross-domain expertise and works directly with the people closest to the problem, across all relevant functions. We can engage at any stage - from research and feasibility assessment to delivering a prototype and staying with your team through production release.
Like many, we use technology and recent AI models in our work. We draw on our human abilities where technology falls short and use technology where it has proven highly capable.
Humans
- Our decades of experience and deep expertise help us solve complex problems that AI models alone can’t address - from architecture to release-specific go-to-market plans.
- We focus on what technology isn’t able to do: connect with people, understand objectives, apply intuition, uncover opportunities for teams and systems to work better together.
- Our cross-functional, hands-on expertise allows us to identify and resolve hidden bottlenecks - in both technology and how people work.
- We work directly with people, one-on-one and in small groups, to learn, educate, create, and deliver.
- We bring proprietary knowledge artifacts, human judgment, guardrails, and evaluations.
Technology
- We bring customizable proprietary software tools that help us execute faster and more effectively.
- We use proprietary, battle-tested software components and subsystems that provide a foundation for capabilities unique to your business.
- Our data and artifacts ground AI models and support research, planning, and execution.
- We use tools and systems to define standards and metrics, collect data, analyze results, and report on progress.
- We use AI models and the tools that run them for coding, testing, validation, delivery, monitoring, and issue resolution.
Who we work with
While we’re happy to consult, advise, and help you get going when you’re just starting something new, our main focus is helping you get to the next level - from technology to how you organize your people. We’re not a staffing agency that lends you headcount for whatever you need - we join to help you solve specific problems and support you in making decisions and resourcing the execution.
Startups building their core technology and scaling that need a strong technical foundation, help evolving their systems, better reliability and security, and ways to deliver new value quickly.
Companies evolving their technology, products, and teams that need help modernizing legacy systems, integrating AI, or building new products - from proof of concept to release - with guidance on architecture, engineering practices, education, and hiring.
Companies looking to bring AI into their business to organize data, automate processes, and improve efficiency.
PE and VC firms looking for experienced technical partners to evaluate companies they may invest in or acquire, and support portfolio companies through technical leadership, hiring, establishing systems, and supplementary engineering capacity.
Testimonials
Ways to engage
We’re available for anything from ad-hoc consultations and ongoing advisory work (with a minimum engagement) to multi-quarter initiatives and projects with full-time involvement. In other words, we’re flexible - let’s talk first. The examples below aren’t fixed packages, but they provide a sense of how we can work together.
A few hours to a few days
Consultation
You have a problem you want to talk through, need advice on architecture or a technical approach, or want to review optimization opportunities or a hiring strategy.
Get expert advice2–4 weeks
Focused engagement
You have a specific opportunity to explore or a problem to solve. We investigate, analyze data, and test approaches with your team - whether the result is a working proof of concept, a target architecture, a cost reduction plan, or a hiring strategy with interviews designed and piloted.
Scope an engagement1–3 months
From direction to execution
You need help defining the direction and carrying it through. We can validate an opportunity, make product and architecture choices, and deliver a prototype or first release - or assess your technology and organization, define the engineering leadership you need, and help hire the right people.
Plan your next step2–3 quarters
Embedded partnership
We join your team through a product, platform, AI, or organizational shift and stay involved through execution. We help leaders and teams make decisions, evolve systems and processes, hire and develop people, and see the changes through.
Explore a partnership
What’s next for your business?
Tell us what you want to build, improve, or explore. Let’s see what we can make happen together.
Start a conversation