Operations platform that automates long-running business cases across people, documents and systems
Stage
MVP
Startup
Founded
Not given
2026
Based in
Not given
SG
Pricing model
Open source
Freemium
Pricing
Not given
Free plan with $80 of credits (8,000 credits) that never expire, no card required. Paid Team plans start at $100 a month for 10,000 credits, then $100 a month for 20,000 credits, $100 a month for 50,000 credits, $100 a month for 100,000 credits, and $100 a month for 250,000 credits. All plans includ
Key features
Webhook-triggered multi-step pipelines with YAML configuration
Trust vector from four independent signals: self-report, verifier, grounding, deterministic checks
Parallel groups and dynamic fan-out over discovered work
Human-in-the-loop approvals via Telegram, Slack or Teams
Cost accounting per step, pipeline, team and provider with budget caps
Reusable step library with shared accuracy and calibration tracking
Calibration: measure if confidence scores match actual performance
Readiness criteria to judge production pipeline safety across four tiers
Hot reload without restart and validation in CI
Replay past runs for debugging or testing candidate models and prompts
Deterministic policy engine with versioning and rule control
400+ integrations plus API and MCP
Setup in Slack, Microsoft Teams or the Floowed Dashboard
Test rule changes on past cases before publishing
Audit trail with evidence on every step
Live in minutes with no IT project required
What makes it different
Independent gating signals with weakest-one-decides logic instead of averaging confidence scores
Calibration tracks whether reported confidence actually matches real performance
All configuration is YAML in git, reviewable and versioned like code
Reusable step library improves over time as more pipelines use it
Evidence-based insights answering every incident review question with data
Runs entire operations end-to-end, not just individual tasks like AI assistants
Your rules decide everything consistently; AI only reads and suggests
Automatically follows up and chases people until work is complete
Credits pricing model scales with actual work done, not user count
Works across any team and industry without replacing existing systems
VectorStep
Floowed