Persona detection
First-run heuristics tuned to your product to pick the right setup flow per user.
Persona-aware onboarding that lifts D7 retention.
Detects persona on first run, tailors the setup flow, and nudges the right next-best action to land activation - with telemetry baked in.
First-run heuristics tuned to your product to pick the right setup flow per user.
Pre-fill, suggest, and skip - cut steps without losing critical signal.
Quiet, useful nudges to bring lapsed users back without burning trust.
Every solution comes with a calibrated eval suite, runbooks, and integration guides - so your team can take ownership from day one. Self-hosted, hybrid, or fully managed.
Align on data, integrations, and policy. Calibrate the eval golden set.
Wire integrations, configure tools, and stand up the runtime in your cloud.
Shadow on live traffic, ramp on evals, and ship to production with rollback.
Both - native SwiftUI/Compose modules for performance, RN/Flutter wrappers when that's your codebase.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
An honest view of what your team has already vibe-coded and what it needs to survive production.
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
Reserve a 60-minute working session with a senior AI engineer and practice lead.