We work with companies from Fortune 500 to startups
We build production-ready AI systems, train your teams, and develop AI champions who drive transformation.
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Real builders, not big-4 consultants with toy demos
Skip the expensive demos and endless strategy decks. Our forward-deployed team brings hands-on expertise from building production AI systems.
We work with fast-moving startups and enterprise teams that need scale. Same approach: ship quickly, measure what matters, and iterate based on real data.
Every business we work with—whether building solutions, training teams, or developing AI champions—gains access to our exclusive community of AI practitioners. Connect with peers, share best practices, and stay ahead of the latest developments in AI.
Agents and agentic workflows
Most vendors don't understand the difference between workflows and agents. We do. Workflows follow predefined paths—perfect for predictable tasks. Agents make their own decisions—ideal when you need flexibility. We choose the right approach for your specific needs, not what's easiest to sell.
Knowledge retrieval systems
Search across your internal documents and databases with high accuracy. Get answers from your own data, not generic responses. Works seamlessly across business units and teams.
Support triage automation
Intelligent ticket routing that reduces response times without scaling headcount. Your support team focuses on complex issues while AI handles routine requests.
GTM automation
Automate research and outreach for sales and marketing teams. Free your people to focus on building relationships and closing deals.
AI evaluation frameworks
Catch quality issues before they reach your users. Measure performance systematically across existing AI tools and new deployments with proven evaluation frameworks.
Training that transforms teams
Technology alone isn't enough. Your team needs to understand how to leverage AI strategically and practically.
We provide comprehensive training at both the strategic and tactical levels, ensuring your organization can maximize the value of AI investments.
Strategic training
Executive teams learn AI strategy: how to identify opportunities, measure ROI, and make informed decisions about AI investments.
- •AI opportunity identification
- •ROI measurement frameworks
- •Investment decision-making
Tactical training
Teams learn practical tool usage: how to integrate AI into daily workflows and consistently improve output quality.
- •Tool integration best practices
- •Workflow optimization
- •Quality improvement techniques
Developer training
Developers learn to ship products faster using AI coding tools, tailored to your organization's constraints and available tools.
- •Enterprise tools (GitHub Copilot)
- •State-of-the-art tools (Claude Code, Cursor)
- •Product shipping workflows
Build your AI champions
AI transformation doesn't happen because a tool is available—it happens when behavior changes. That shift requires credibility, context, and consistent examples from people inside the work.
We train embedded operators who accelerate transformation by making AI visible in high-leverage workflows, surfacing repeatable patterns, and translating potential into practice.
Show AI solving real work
Learn to share prompts and workflows that deliver clear results, connecting usage to metrics your team already tracks like speed, quality, and consistency.
Bridge concept to action
Develop skills to translate AI into familiar terms, make first tries effortless, and turn one success into many by curating reusable patterns.
Establish team norms
Set expectations around experimentation, safe use, and reuse. Help teams move from isolated use to consistent, repeatable value.
Hackathons that drive outcomes
Hackathons are one of the fastest ways to catalyze innovation, surface talent, and test ideas under real constraints — when they're designed properly.
We help organizations design and run hackathons as strategic tools, not one-off events, ensuring meaningful output during the event and momentum after it ends.
Hackathon strategy
Leaders align on why they're running a hackathon and what success actually looks like — before a single team starts building.
- •Clear goals (innovation, hiring, GTM, internal tooling)
- •Audience and participant design
- •Problem framing and challenge definition
- •Success metrics beyond demos
Hackathon execution
Teams get the structure, tooling, and support they need to build quickly without getting stuck or overwhelmed.
- •Run-of-show and timeline design
- •Builder-first kickoff and onboarding
- •Mentor and judge coordination
- •On-site or hybrid execution support
Post-hackathon outcomes
The work doesn't stop at demos. We help turn momentum into real next steps.
- •Project evaluation frameworks
- •Follow-on programs (pilots, accelerators, hiring funnels)
- •Team and talent identification
- •Community retention and re-engagement
Ready to ship?
Tell us what you're building, and we'll show you how we can help ship it faster.