Context Engine
Eliminate “AI Amnesia. Define your product strategy once, and every research agent automatically inherits your constraints, audience data, and goals.
The Problem
Stateless Chatbots
Standard AI tools treat every conversation as a blank slate. You have to constantly remind them: “We are a B2B SaaS”, “Our users are enterprise admins”. This repetition is tedious and leads to generic advice.
- Hallucinates features you don’t have
- Forgets competitors mentioned yesterday
The Solution
Persistent Knowledge Graph
Flowlytics maintains a living schema of your product. When you update your “Target Audience” in the settings, every future report, from SWOT to User Personas, instantly adapts to the new strategy.
- Write Once, Use Everywhere architecture
- Enforces constraints across all agents
Phased Evolution
Products change. Your context in 2024 is different from 2025. The Context Engine supports Phasing.
- Create snapshots (e.g., “Phase 1: MVP”, “Phase 2: Scale”).
- Look back at what you believed in the past vs. what you know now.
The Inheritance Flow
How data moves through the system.
1
Seed Context
You define “Audience”, “Goals”, and “Competitors”.
2
Method Execution
Agents (SWOT, Personas) read the Seed to generate specific reports.
3
Enrichment
Findings from reports are extracted back into the Seed, making it smarter.
The AI-powered research hub that turns scattered data into strategic decisions. Built for modern product teams who value evidence over opinion.
The AI-powered research hub that turns scattered data into strategic decisions. Built for modern product teams who value evidence over opinion.