The Platform That
Fixes Itself.
While your competitors wake up to broken pipelines, Swashi detects the incident, proposes the fix, and has it ready for one-click approval — before you even notice.
The Self-Healing Loop
Five stages from incident detection to human-approved patch — fully automated except the final approval.
DETECT
Watchdog monitors 24 agents via heartbeat every 60s
15 Patterns. Zero Surprises.
Every pattern was extracted from real production incidents. The system recognises them instantly — because it has seen them before.
Every Fix Becomes
Future Knowledge.
Every issue ever fixed is turned into searchable knowledge. When a new incident arrives, the engine retrieves the most relevant past fixes — ranked by relevance, recency, and confidence.
Every Outcome.
Compounding Intelligence.
The system tracks outcomes for 90 days, extracts winning patterns into Campaign DNA, and blacklists failing patterns into Anti-DNA — so every campaign is smarter than the last.
90-Day Outcome Window
Every lead, email, call, meeting, and revenue event is tracked. The system learns what actually converts over the full sales cycle.
Campaign DNA
Winning opener, offer, objection counter, tone, and call window are distilled from measured outcomes — not guesses.
Anti-DNA
Patterns that failed are equally preserved. The system learns what NOT to do, preventing costly regressions.
Wilson Score Bandit
Experiments use Wilson score confidence intervals — dynamically shifting traffic toward winners, not naive 50/50 splits.
Global Learning Boundary
Your data never trains other tenants. Only de-identified aggregate signals flow upward — enterprise trust protected.
No Rogue Optimization
The system cannot self-edit its own frameworks, rewrite agent prompts, or deploy logic changes without human approval.
Not a Black Box.
You Remain in Control.
Higher impact always requires higher approval. Swashi never autonomously deploys, merges, or mutates anything without a human gate.
The platform that fixes itself
while you sleep.
Self-Healing and Self-Learning are included in every Swashi plan.