Hiring Is Too Slow
AI roles sit open for months while the roadmap stalls and competitors ship.
- AI First Engineering
- ServicesAI Systems & AgentsLLM orchestration, RAG & autonomous agentsGenerative AI & LLM SolutionsCustom LLM apps, copilots & content enginesEnterprise Software EngineeringWeb & mobile platforms engineered for scaleCloud & DevOpsCloud infrastructure, CI/CD & automationAI Product Strategy & ConsultingAI strategy, roadmaps & MVP validationAI Talent SolutionsDedicated AI engineers & embedded teams
- ProductsUrl InkCreate Branded Links, Manage Campaigns, and Track Performance WithCodortalAI-Powered Dental Platform forVirtual City SchoolVirtual Learning Management Platform for
- IndustriesHealthcare & HealthTechAI applications, patient engagement, and healthcare SaaS platforms.FinTech & Financial ServicesSecure software, AI analysis, and compliance-focused automation.E-Commerce & RetailAI recommendations, intelligent search, and inventory automation.Marketing & Advertising TechCampaign intelligence, creative automation, and analytics.EdTech & Learning PlatformsAdaptive learning, assessment AI, and content generation.Business Consulting & Enterprise OperationsInternal tooling, workflow automation, and enterprise AI.
- WorkCase StudiesReal systems we've shipped and the outcomes they moved.TestimonialsWhat founders and teams say about working with us.
- InsightsBlogsGuides, playbooks, and essays on building AI in production.Press ReleasesCompany announcements, milestones, and media coverage.
- AboutAbout UsWho we are and what drives our AI-first studio.How We WorkOur delivery process, from discovery to production.CareersJoin the team building AI systems that ship.EventsTalks, webinars, and meetups we're part of.
PRODUCT & ENGINEERING TEAMS
Senior AI Engineers, Embedded in Your Team
Grayphite drops senior AI engineers straight into your existing product and engineering teams. We work inside your sprints, your codebase, and your tooling to add velocity and ship AI capability without the long ramp of a new hire.
Team Challenges
Team Bottlenecks, Quietly Solved
The friction points that slow product and engineering teams down, and how embedding senior AI engineers clears them.
No In-House AI Depth
Your engineers are strong, but few have shipped production LLM or agent systems.
Core Team Is Maxed Out
Everyone is heads-down on the product, leaving no room for AI exploration.
AI Prototypes Stall
Demos work, but nobody has the bandwidth to harden them into real features.
Unclear AI Architecture
Teams pick the wrong models, patterns, and tooling and pay for it later.
Rising AI Costs
Naive integrations burn tokens and budget without anyone owning optimization.
Our Services
AI Engineering Support Built for Product Teams
Embedded engineers, AI workstreams, and delivery capacity that plug into the team and roadmap you already run.
01 / AI Service
Embedded AI Engineers
Senior engineers join your team full or part time, working inside your sprints and codebase as if they were full-time hires.
- Embedded AI engineers
- Sprint participation
- Code review & standards
- Knowledge transfer
02 / AI Service
AI Feature Delivery
We take an AI feature from concept to production, owning the model selection, integration, evaluation, and rollout end to end.
- AI feature scoping
- Model & prompt design
- Evaluation harnesses
- Production rollout
03 / AI Service
AI Workstream Offload
Hand us a complete AI initiative as a parallel track so your core team stays focused on the main product.
- Workstream ownership
- Backlog offload
- Weekly demos
- Delivery reporting
04 / AI Service
Prototype to Production
We turn working AI prototypes into reliable, observable, cost-aware features your users can depend on.
- Prototype hardening
- Architecture review
- Cost & latency tuning
- Monitoring & guardrails
AI Solutions for Product Teams
Ship AI Features Without Derailing the Roadmap
Grayphite adds the AI depth your team is missing and takes ownership of the workstreams that would otherwise sit in the backlog.
AI Agents & Copilots
In-product assistants that help users finish real tasks.
Retrieval & AI Search
Grounded answers over your own product data.
Workflow Automation
Remove the manual steps buried in your product operations.
AI Platform Foundations
Evaluation, observability, and guardrails your team can own.
Internal Tooling
AI tooling that speeds up your own engineers and support teams.
Ways to Work With Us
Flexible Engagement Options for Product Teams
Every team has a different gap — depth, capacity, or ownership. We shape the engagement around the one that is blocking you.
Add AI Depth
Skip the six-month AI hire
Senior AI engineers join your team and bring patterns that already work in production.
Best forTeams with no in-house AI experience.
Extend Your Team
Capacity without the hiring cycle
Embedded engineers work in your repo, standups, and roadmap from week one.
Best forTeams whose core engineers are maxed out.
Own an AI Workstream
Hand over a whole slice of delivery
We take a workstream end to end and report progress alongside your squads.
Best forTeams needing to offload delivery.
Productionize a Prototype
Turn the demo into a shipped feature
We harden stalled AI prototypes into reliable, monitored production features.
Best forTeams with AI prototypes that never shipped.
Featured Work
AI Features We've Helped Ship
From copilots to retrieval systems, Grayphite helps product teams move AI work from prototype into production.
AI Business Intelligence
60%
less time on manual reportingABBI AI is an AI-powered business intelligence platform that helps organizations automate insights and decision-making across teams.
ABBI AI
AI Marketing Analytics
3×
faster ad performance analysisAds Grader turns complex advertising data into faster insights, helping businesses analyze and optimize campaign performance.
Ads Grader
Workflow & Decision Support
45%
improved operational efficiencyPolaris AI is a workflow and decision-support platform built to streamline operations and improve day-to-day efficiency.
Polaris AI FAQs
AI Engineering for Product Teams
How is this different from a typical staffing agency?+
We do not just place bodies. Every engineer is senior, AI-capable, and accountable for shipping production outcomes, not just filling a seat.
Do your engineers work inside our codebase and tools?+
Yes. They use your repos, sprint boards, CI, and chat tools, and follow your code standards and review process just like any team member.
Can we start with a single engineer?+
Absolutely. Many teams begin with one embedded engineer on a focused workstream and scale up once they see the impact.
How quickly can an engineer start contributing?+
Because our engineers are senior, most are opening meaningful pull requests within the first sprint after onboarding.
What if we need to scale the team up or down?+
Capacity is flexible. We adjust the number of embedded engineers as your roadmap and budget change, with clear notice periods.
Do you only work on AI features?+
No. While AI is our core depth, our engineers are full-stack and contribute across your product, from backend services to frontend work.
How do you ensure knowledge stays with our team?+
We document as we go, pair with your engineers, and run handoff sessions so the AI capability we build remains yours after the engagement.
Who manages the embedded engineers day to day?+
They report into your team leads and follow your processes. We provide light-touch oversight on quality and can lead a workstream if you prefer.
Can you take full ownership of an AI workstream instead?+
Yes. We can run a complete AI initiative as a parallel track and deliver it end to end while your core team stays focused elsewhere.
What does a typical engagement cost?+
Pricing depends on seniority, number of engineers, and engagement length. We scope this together on a discovery call before any commitment.
Free consultation · 30 min
Need AI depth on your team? Let's talk.
San Jose · HQ
123 E San Carlos St, CA 95112
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London
71-75 Shelton St, Covent Garden
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Toronto
1 Yonge St, Ontario M5E 1W7
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