Systems Research for Product Built on Real-World Operational Complexity
Clarity That Moves Your Strategy Forward
When your AI product operates within multisided workflows, you have to juggle between legacy processes, cross-team dependencies, data constraints and users’ real-world behaviors.
We step in at exactly that moment to help you map out complex operational realities, translate strategic insights into automation product requirements, and frame action-oriented narratives that align leadership and teams.
When You Should Bring Us In
We work with the internal builders launching what’s next and who need a partner that understands the organizational realities of turning in-house innovation into funded bets.
Bring us in at these critical decision points:
Something Needs Refinement
You’ve piloted an automation capability in real workflows. Adoption varies, outputs differ, and edge cases emerge. We help you pinpoint where refinement matters.
While You Build Something Complex
You’re building workflow automation or agentic AI capabilities. As development progresses, process complexity becomes visible. We map how work actually happens to inform high-stakes product decisions.
Exploring What's Next
You’re exploring how automation can play a role in your product strategy and operations. Opportunities are emerging. Multiple directions are evolving. We help identify where it’s worth investing.
What Working With Us Looks Like
Internal innovation moves fast. Your timelines are compressed, your stakeholders need evidence yesterday, and you're building the business case while evaluating the opportunity.
We're built to match your reality through:
Expert-Level Research Capability
Strategic systems research expertise without the overhead of a full-time hire or the detachment of traditional consulting.
Decision-Focused Deliverables
Clear strategic POV with actionable short- and long-term product recommendations. Every insight we deliver ties directly to the decisions you need to make.
Embedded Partnership
Stay embedded in your team as an ongoing thinking partner, flexing depth and focus as your priorities evolve.
Ready to Talk About Your Next Bet?
Book a call to discuss your product landscape, or request work samples to see how we've helped teams like yours.
The Story Behind Narrative Architects
Our Founder has worked directly with:
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Our Founder, Trang, is known for blending systems research, business acumen, and narrative framing to crystalize 0-1 product opportunities. She has worked with both major Tech companies, such as Booking.com, HubSpot, Google, Zalando, and early-stage startups.
We specialize in systems research for automation products built on complex operational workflows. We embed with teams when strategic bets are on the table, transform unstructured data into clear narratives, and deliver actionable direction that drives cross-team alignment.
