Utilities
This is a clean index of the utilities on Simpleflo. Pick one, test a workflow, and decide whether it earns a spot in your routine.
Decision support
Kinetiq
The problem: The AI market is noisy. People either get stuck in decision paralysis or settle for good enough without really knowing the trade-offs.
The thesis: A better decision comes from structured comparison, not more tabs.
Distinctive capabilities
- AI Matchmaker: Understands what you are trying to do (and your constraints) without relying on keyword hunting.
- Structured comparisons: Side-by-side evaluation across dimensions that actually affect outcomes, not marketing checklists.
- Fit reasoning: Clear why-this-matches explanations plus alternatives so the recommendation is not a black box.
Knowledge explorer
Scientia
A research assistant to experiment with knowledge discovery and augmentation. It keeps retrieval visible so you can build conviction with evidence.
The problem: RAG workflows feel unpredictable because retrieval is invisible. When an answer is wrong, it is hard to tell whether retrieval failed, ranking failed, or synthesis drifted.
The thesis: Treat retrieval as a debuggable system, not a magic trick.
Distinctive capabilities
- Multi-mode exploration: Simple retrieval, A/B comparisons, and graph-based retrieval paths so you can see how context changes outcomes.
- Parameter tuning: Adjust retrieval settings and observe the impact without rebuilding a full pipeline.
- Evaluation signals: Lightweight judge checks and traceability cues that encourage evidence over gut feel.
Private knowledge base
Conduit
Conduit is being built as an intelligence hub for private knowledge and safe connectivity, designed to make context usable without turning your laptop into a DevOps project.
The problem: Bringing private context to AI clients is high-friction and often unsafe by default. Wiring connectors and servers is manual, fragile, and hard to maintain.
The thesis: Private context should stay private, and setup should stop being a recurring tax.