Workflow builder.
Drag-drop steps, branch-by-confidence, retry policies. Compiles to a versioned, replayable graph, not a flowchart with vibes.
The platform
The spreadsheet was the prototype.This is production.
A Logic Map takes the rows, columns, and logic your team already understands and gives them real execution: AI computes the values, your people approve or override them, and every version is replayable.
Review console.
The supervisor's home. Pre-built decision packs, side-by-side context, one-click approve/edit/reject, audit trail by default.
Eval harness.
Every decision logged with inputs, outputs, the human's call, and rationale. Accuracy on a curve, regressions caught before they ship.
Connectors.
Salesforce, Zendesk, NetSuite, your warehouse, your custom internal tools. SDK to wrap anything we don't have a connector for.
Policy engine.
Confidence thresholds, dollar caps, role-based escalation, kill switches. Reversible end-to-end. Pulls a clean trail for compliance.
Compounding accuracy.
Every supervisor correction becomes a labeled example. Every accepted answer reinforces the policy. Provable on a curve.
How it works
From file to living system.
No migration project, no retraining. Your existing spreadsheet is the starting point, not a legacy to abandon.
Import your spreadsheet.
Drop in the file your team already runs on. Qrambo reads the rows, columns, and formulas and turns them into a Logic Map.
AI computes the values.
The judgments, lookups, and messy text your formulas never could. Every computed cell shows its reasoning and its sources.
Your team runs it.
Operators approve or override values in a view that feels like the sheet they know. Every change is versioned and replayable.
The review model
Every cell holds two truths.
What the AI computed, and what your team decided. The system never confuses the two: human review lives in the data model itself, not in a UI checkbox. That is what makes every decision auditable.
Approve.
One click confirms the AI's value and signs it with the reviewer's name. The approval lives in the cell, not in a side channel.
Override.
Type over the value the way you would in a sheet. The human's call wins, and it is stored next to what the AI computed.
Revert.
Roll any cell, record, or run back to a previous version. Nothing is overwritten, so nothing is ever lost.
Three views
One Logic Map. Three ways to work it.
The table feels like the Excel your operators already know. The graph shows builders the real model behind it. Forms bring in everyone else, with nothing to install and nothing to learn.
Graph.
The real model behind the sheet: which values feed which decisions, and where humans sit in the flow.
Table.
Rows, columns, filters, and edits. The view your operators already know, with AI values and human calls side by side.
Form.
One record at a time, guided field by field. Share it with anyone in the company; there is nothing to install.
Trust
Trust is the architecture, not a page.
Sandboxed execution.
Every run executes in an isolated sandbox. An agent can only touch what its Logic Map declares, nothing else.
Versioned everything.
Logic, data, and decisions are versioned together. Any run can be replayed exactly as it happened.
Full audit trail.
Every value records what the AI computed, what a human decided, and who signed off. By default, not by config.
Eval harness.
Accuracy is measured on a curve, every correction becomes a labeled example, and regressions get caught before they ship.
Principles
What the product is, and isn't.
We didn't build a chatbot. We built the smallest set of primitives that make a human-in-the-loop agent ship to production with a clean audit trail behind every decision.
What it is
A platform for production agents.
- Production-grade. Confidence thresholds, fallbacks, and rollback are first-class, not bolted on.
- Auditable. Every decision is logged with inputs, model output, the human's call, and the rationale.
- Deploy in your VPC. SSO, RBAC, encrypted at rest and in flight.
- Pricing tied to volume and SLA. No per-seat. No surprise token bills.
What it isn't
Not a chatbot. Not a co-pilot.
Co-pilots help an individual user do their work faster. That is a real thing, it just isn't what we build. Qrambo is the operations platform that runs the workflow end-to-end, with humans where the judgment matters and agents where the volume does.
If you're looking for a writing assistant in your team's sidebar, we're a bad fit. If you're trying to take a high-volume ops workflow off your team's plate without lighting compliance on fire, that's us.
See a Logic Map run on your own spreadsheet.
30 minutes. Bring one workflow you wish was already automated. Leave with a scoped pilot, or a clear no.