Services
Two tracks.
One studio.
Most engagements draw from both tracks. We're not a pure AI shop or a pure dev shop — we're the team that builds the AI and the product it lives inside.
Track A
AI & Agentic Systems
We build production-grade AI — the kind that has evals, observability, and a cost model before it ships. Not demos. Not prototypes. Agents that work in the real world.
AI Strategy & Discovery
A structured engagement to map where AI actually creates leverage in your product or workflow. We come back with a prioritized roadmap, a build-vs-buy recommendation, and ROI math based on your actual unit economics — not industry benchmarks.
2–3 week engagement · Starting at $15K
Good fit if...
You're not sure where to start with AI and want a senior opinion, not a vendor pitch
You've seen demos but need to know what's actually worth building
Your board or investors are asking about AI strategy and you need a credible answer
Deliverables
Opportunity mapping: where AI creates defensible leverage in your stack
Build vs. buy analysis with vendor landscape
ROI model with best/base/conservative cases
Prioritized 6-month AI roadmap
Kickoff call with your team to walk through findings
Agent Design & Build
Production agents and copilots, integrated into your existing stack. We design the agentic architecture, build the agent, wire up the tooling, and ship with evals and observability from day one.
4–12 week engagements · From $25K
Good fit if...
You have a workflow that's mostly manual and clearly automatable
You want to build a copilot or AI feature inside an existing product
You need multi-agent orchestration and don't want to learn it from a blog post
Deliverables
Agent architecture document with tool call design and failure modes
Production agent with eval harness
Observability dashboard (latency, cost, quality metrics)
Integration with your existing codebase
Runbook and handoff documentation
ML Infrastructure & Self-Hosted Inference
vLLM, RunPod, together with a cost model that makes the economics work for your stage. We stand up the serving infrastructure, optimize the GPU economics, and build the ops layer that keeps it running.
3–8 week engagements · From $20K
Good fit if...
Your API costs are threatening your unit economics
You need data privacy or behavioral control that hosted APIs can't provide
You want to fine-tune a model and need the infra to do it repeatably
Deliverables
Serving stack setup (vLLM or equivalent) on your cloud of choice
Cost model with spend projections at 10x, 100x traffic
LoRA fine-tuning pipeline if needed
Monitoring: token cost, latency p95/p99, error rates
Runbook for on-call and capacity planning
Automation Engineering
Workflow automation that connects your systems, eliminates manual handoffs, and actually runs in production. Built with the same rigor as product code — not Zapier hacks.
2–6 week engagements · From $12K
Good fit if...
You have repetitive workflows eating senior engineer time
You're stitching together 4+ tools that don't talk to each other
You want automation that has observability, error handling, and doesn't break silently
Deliverables
Workflow mapping and automation architecture
Production automation with error handling and retry logic
Monitoring and alerting for automation failures
Documentation and handoff
AI Evals & Observability
You can't improve what you can't measure. We build the evaluation harness and observability layer that tells you whether your AI is actually doing what you think it's doing.
2–4 week engagements · From $10K
Good fit if...
You've shipped an AI feature and don't have a way to measure quality regression
You're about to fine-tune a model and need a baseline
Your AI is production-live but you have no visibility into failure modes
Deliverables
Eval harness for your specific use case (persona consistency, task completion, refusal behavior)
Cost and latency observability dashboard
Quality regression detection in CI
Benchmark dataset and scoring methodology
Track B
Product Engineering
We build the product the AI lives inside — or stands alone in. Web, mobile, backend, infra. Zero-to-one launches and platforms that scale to millions.
0-to-1 Product Builds
Full-stack product engineering from concept to launch. We work as a founding engineering team: product decisions, architecture, design system, and shipping. No juniors, no handoffs to offshore.
8–20 week engagements · From $50K
Good fit if...
You have a vision and funding but no engineering team yet
You need to validate a product idea in market without hiring a full-time team
You've been burned by an agency that shipped something you can't maintain
Deliverables
Product brief and architecture document
Design system and component library
Fully functional production application
CI/CD, monitoring, and deployment infrastructure
Handoff documentation and onboarding for your future engineering hires
Mobile (iOS, Android, React Native)
React Native mobile apps built to production quality. We build for real devices, real performance budgets, and real edge cases. App Store and Google Play submissions included.
8–16 week engagements · From $40K
Good fit if...
You need a mobile app and want one codebase, not two teams
You have a web product and need a native mobile companion
Your existing mobile app needs a performance or UX overhaul
Deliverables
React Native app with shared codebase for iOS and Android
App Store and Google Play submission and approval
Push notifications, deep linking, and analytics instrumentation
Performance testing on real device matrix
Web Applications & Platforms
Next.js web applications built for performance, SEO, and maintainability. From marketing sites to complex internal tools.
4–12 week engagements · From $20K
Good fit if...
You need a web product that's fast, accessible, and SEO-ready from day one
You're building an internal tool or admin surface that needs to be usable
Your current web app is slow and you need someone to fix it rather than explain why
Deliverables
Next.js application with full TypeScript
95+ Lighthouse scores on performance, accessibility, and SEO
CMS integration if needed
Deployment to Vercel, AWS, or your infra of choice
Backend & Infrastructure
API design, database architecture, and infrastructure that doesn't melt under load. We build backends that are boring in the best way — reliable, observable, maintainable.
4–10 week engagements · From $25K
Good fit if...
Your API is a bottleneck and you need someone to fix it, not document it
You're scaling past what your current infrastructure can handle
You need a data model redesign before you can ship the next feature
Deliverables
API architecture and implementation
Database schema design and migration plan
Infrastructure as code (Terraform or CDK)
Observability: logs, metrics, traces, alerts
Technical Due Diligence & Audits
An honest technical assessment before you write the check. We look at the code, the architecture, the team, and the roadmap — and tell you what's real.
1–2 week engagements · From $12K
Good fit if...
You're acquiring a company and need to know what's under the hood
You're investing and want a credible technical opinion
Your new CTO wants to know what they're inheriting
Deliverables
Architecture review and risk assessment
Code quality and security audit
Team assessment and key-person dependency analysis
Technical debt quantification
Remediation roadmap with priority and effort estimates
Track C
Leadership
Drop-in senior leadership for companies between rounds, between hires, or in the middle of something hard.
Fractional CTO
Senior technical leadership without the full-time commitment. We work as your CTO: engineering strategy, team structure, hiring decisions, board-level communication, and the technical judgment your business needs to make the right calls.
Ongoing monthly retainer · From $8K/month
Good fit if...
You're between pre-seed and Series A and not ready for a full-time CTO hire
Your founding engineer is excellent at code but needs a senior partner on strategy
You're scaling the engineering team and need someone who's done it before
Deliverables
Weekly or biweekly strategic sync with exec team
Engineering roadmap and prioritization framework
Hiring plan and interview process design
On-call for high-stakes architectural decisions
Board and investor-level technical communication
Engineering Org Design
The structures that make engineering teams work: team topology, career ladders, sprint process, on-call rotations, and the rituals that separate high-performing orgs from ones that just have a lot of meetings.
4–8 week engagements · From $20K
Good fit if...
You're scaling from 5 to 20+ engineers and need structure before you need bureaucracy
Your current process isn't working and you're not sure why
You've acquired an engineering team and need to integrate it
Deliverables
Team topology recommendation with rationale
Engineering career ladder
Sprint and delivery process design
On-call and incident response framework
Documentation culture and runbook templates
Not sure where to start?
Tell us what you're trying to build. We'll tell you which track fits.