Founder DNA
Learns how you mean—not just what you say.
A private model of how the authorized owner communicates intent, resolves ambiguity, makes trade-offs, and reviews work.
PRODUCT JUDGMENT FOR AGENTIC PRODUCTION
Keep the ambition. Protect the quality of execution.
Smoozi observes your production graph, learns the judgment behind the product, catches drift early, and returns checked work—with only consequential decisions left for human attention.
Let progress scale beyond the limits of individual focus.
WHY NOW
AI-accelerated production creates a new bottleneck: consistent product judgment.
Human attention gets expensive
Instead of making the next consequential choice, a founder or product owner repeatedly reviews outputs across agents, teams, and vendors—rebuilding context and restating decisions the product should already retain.
Plug Smoozi into the work already happening.
Connect your production tools, documentation, decisions, and evidence.
Smoozi sits across the workflow, observes how work moves, and keeps the context needed to understand whether the product is staying on course.
No new production environment. No replacement workflow.
More than the latest prompt.
Smoozi builds a continuous understanding of the product: what was decided, why it matters, how work is evaluated, and how intent is communicated.
It combines two forms of memory.
Product DNA
Keeps the product itself coherent.
The durable record of approved decisions, constraints, standards, exceptions, and acceptance criteria.
It stays with the project when people, agents, or tools change.
Observe everything relevant. Return only what matters.
Smoozi follows attributable work across the connected production system, detecting meaningful decisions, repeated corrections, weak signals, and possible drift.
Noise expires. Useful judgment moves forward.
FLAGSHIP FEATURE · EARLY WARNING
Catch drift before it becomes a week of rework.
Smoozi detects directional drift while it is still forming and raises a focused Early Warning before misalignment compounds.
Correct the direction while the work is still moving—not after wrong assumptions become part of the product.
Learn from corrections without turning every correction into a rule.
Observations stay provisional.
Smoozi looks for recurrence, evidence, counterevidence, and scope before turning a repeated pattern into trusted product guidance.
OBSERVE → TEST → PROVE → REUSE
Verify. Revise. Return checked work.
Smoozi checks delivered work against the context that matters:
- Product DNA
- relevant Founder DNA
- project documentation
- evidence
- standards
- acceptance criteria
When something can be fixed, it goes back for revision and re-check before it demands human attention.
VERIFY → REVISE → RE-CHECK → RETURN
Spend attention where it matters most.
Smoozi handles the repeatable quality loop around production.
People step in for ambiguity, meaningful trade-offs, and risk.
The product should not forget itself when the executor changes.
Developers change. Agents change. Studios change.
Product decisions, standards, terminology, and acceptance criteria remain attached to the project instead of disappearing with the last contributor.
A reliability library that compounds.
Every verified production issue and resolution strengthens Smoozi’s understanding of AI-assisted production.
Over time, repeated patterns become a growing foundation for detecting, preventing, and resolving future problems.
Built for teams where execution is scaling faster than review capacity.
Solo founders
Scale production without turning into the permanent review layer.
Production studios
Carry client intent through execution, revision, and handoff.
Enterprise clients
Keep product judgment consistent across agents, vendors, and delivery teams.
Bring one real workflow. Build production that retains its judgment.
We welcome teams facing a real production handoff, revision loop, continuity problem, or human-review bottleneck—and investors who believe durable product judgment becomes more valuable as AI execution scales.