AI Strategy & Audit
Find where AI actually pays off, with a clear ROI roadmap.
AI transformation partner
Become AI-native.
A senior team of AI engineers and product managers from Microsoft, Amazon, Google, and IBM, partnering with enterprises to turn AI into real, compounding efficiency.
Our team has worked at some of the world's top companies
AssemblyAI
AssemblyAIWatch
The Zero2Launch engine, in motion
A short look at how we turn AI strategy into systems that run in production.
Work with a proven AI team, end to end.
Bring us in for the whole transformation or just the part you need, from the first audit to systems running in production and the teams who own them.
AI Transformation
Redesign the work around AI, and make adoption stick.
AI Engineering
Ship production AI, wired straight into your stack.
Capabilities
From strategy to systems, end to end.
Where AI creates real advantage, and the systems that deliver it. One team, owned end to end.
Explore capabilities- StrategyAI AuditROI Roadmap
- ExperienceCopilotsAssistants
- AgentsAgentic workflowsAutomation
- KnowledgeRAGRetrieval
- QualityEvalsGuardrails
- PlatformModel routingMLOps
Selected work
AI transformations that moved real numbers, measured in production.
Distributed team, single standard
World-class talent in every timezone.
A diverse team of 30+ professionals across 4 countries, working together to deliver exceptional digital experiences around the clock.
Learn more about us
Founder & CEO
Ahmed Asif
Seattle, USA · PST (UTC-8)
Seattle · local time
“The winners of the next decade won't have the most AI pilots. They'll be the ones who made AI how the work actually gets done.”
Field notes on enterprise AI
What we're learning shipping AI into the core of real businesses, the playbooks, the pitfalls, and the patterns that separate scaled AI from stalled pilots.
View all insights- Strategy·6 min read·May 2026
The 90-day AI audit: where enterprises actually find ROI
Most AI budgets get spread thin across pilots that never compound. A disciplined 90-day audit finds the two or three workflows where AI actually pays for itself, and gives you the ROI model to defend the spend.
- Transformation·8 min read·April 2026
Why most enterprise AI stalls at pilot, and how to ship to production
A demo that wows in a sandbox is not a system that survives Monday morning. The gap between pilot and production is rarely the model, it's data, ownership, and the work around the work.
- Playbook·11 min read·March 2026
From AI-absent to AI-native: a transformation playbook
AI-native isn't a tech stack, it's an operating model. Here's the playbook we use to move an enterprise from scattered experiments to AI built into how the work gets done.
A distributed team of operators and engineers, from top-tier companies, who embed with yours to make AI real, not theoretical.
We work in small, accountable teams across every timezone. We bring the same standard to a first AI pilot as to an org-wide rollout, and we optimize for one thing: efficiency that compounds long after we leave. Outcome-based, AI-native by default.
Where we go deep
Legal & ComplianceHealthcareFintechHR & TalentLogisticsEducation
Let's map your AI transformation.
Tell us where you're trying to get more efficient. We'll come back within a day with where AI moves the needle, and where it doesn't.
Average response: 24 hours
Seattle, remote-first, 30+ countries