Openrift vs Tasklet.
Tasklet runs the flow if you can write every step. Openrift figures out what needs automating in the first place — then handles the messy parts no one would think to script.
Rules or reasoning.
Rule-based automation.
If you can map every branch, Tasklet executes the flow forever. Deterministic, auditable, fast. Falls over when the input drifts.
Reasoning agents.
We start before the flow — discovering what's worth automating. Agents adapt when the data doesn't match the script, then ship the work.
Feature by feature.
10 rowsSame scenario. Different behaviour.
Pick the one that fits the mess.
- You have deterministic flows already mapped — If every step is known, rules are the right tool.
- Compliance requires audit-able, predictable steps — Rule-based engines win on auditability. Use them.
- High-volume, low-judgement integrations — Move data from A to B forever. Don't overthink it.
- Your team writes flows for fun — Low-code builders are great when ops loves the puzzle.
- The rules can't be pre-written — If the answer depends on context, you need reasoning, not branches.
- You don't know what to automate yet — We do discovery first. We find the workflows. We scope.
- You want agents to live where your team already works — Slack and WhatsApp, not yet-another-dashboard.
- Workflows span 5+ tools and need judgement — Reasoning shines when no single flow captures the full job.
- Your ops team doesn't want to babysit a flow builder — We own the tuning. You own the business.
Tasklet needs a trigger.
Openrift just shows up.
Daily — without a flow to author, without an event to wire. The agent notices, investigates, and posts the diff in the channel that owns it.
- •Top: Google-Search-Brand — 9 leads, CPL SGD 42
- •Watch: Meta-TOFU-V4 — CTR 0.7% (vs 1.3% target)
- •Auto-paused: LinkedIn-Retarget-2 — frequency 14
The script can't cover
every case.
Send an agent through the rift. It handles what your flow builder wasn't set up to handle.