FAQ from impaction.ai
What is impaction.ai?
A next-generation product insights engine designed exclusively for AI-native applicationsâturning conversational logs into strategic signals that drive iteration, retention, and differentiation.
How to use impaction.ai?
Install the SDK, point it to your conversation store, and launch Columbus Copilot. Within hours, your team can explore, query, and interpret user dialogues like never before.
What are AI-Native products that impaction.ai works with?
Any product where conversation is the primary interfaceâincluding AI coding assistants, research copilots, enterprise chatbots, RAG-powered knowledge bases, and autonomous agent platforms.
How does impaction.ai differ from other conversational data analytics platforms?
While others rely on static models and surface-level metrics, impaction.ai combines contextual LLM reasoning with product-specific fine-tuningârevealing *why* users hesitate, pivot, or abandonânot just *what* they said.
What data sources do impaction.ai work with?
We natively ingest structured and semi-structured conversational data from cloud data warehouses (BigQuery, Redshift, Snowflake), object stores (S3, GCS), relational databases (PostgreSQL, MySQL), and streaming endpoints (Kafka, Webhooks).
My case and product are unique. Does impaction.ai support my case?
Absolutely. Every impaction.ai deployment includes collaborative onboarding, custom taxonomy alignment, and ongoing Copilot tuningâensuring insights reflect your product's voice, usersâ language, and business goals.
How does pricing work?
Based on monthly active conversation sessions and advanced analysis usage (e.g., Columbus Copilot interactions, custom clustering). Book a free 30-minute discovery session to receive a tailored estimateâno credit card required.