Audit produces accuracy data
99%+ agreement — with AI catching errors humans missed — makes the case for Assist objective.
WHY MIGHTYBOT
Progressive Autonomy
Trust is earned. Autonomy is graduated. MightyBot's three-stage model - Audit, Assist, Automate - gives regulated industries a data-driven path to full AI execution.
Why MightyBot
Trust is earned. Autonomy is graduated. MightyBot's Progressive Autonomy model moves from full human control to full AI execution in three stages - Audit, Assist, Automate - each backed by production data that proves readiness. You control the pace. The data proves it to your compliance team.
The Problem With "Flip the Switch"
Most AI vendors present a binary: automate or do not. That does not work in regulated industries. Compliance officers cannot sign off on automation they have never observed. Regulators will not accept sandbox results as production evidence.
Progressive Autonomy breaks this deadlock. It does not ask for trust on day one. It earns it.
THREE STAGES
Audit → Assist → Automate
Data-Driven Graduation
Each stage produces the evidence that justifies the next.
Assist produces efficiency data
70%+ time reduction and consistent compliance make the case for automation equally objective.
Automate produces scale data
Routine transactions flow. Humans focus on exceptions. 95% time reduction in production — Built Technologies.
THE FEEDBACK FLYWHEEL
The Flywheel
A proprietary evaluation system measures accuracy, time saved, and human overrides. Teams refine policies. The agent improves. The advantage compounds.
ARCHITECTURE
Human Control at Every Stage
Audit
Documents and data classified, extracted, and mapped to a canonical structure with full evidence traceability.
Assist
Plain English policies evaluate structured data deterministically. Every evaluation traced to its source rule.
Automate
Results write back to your systems of record. Full audit trail generated automatically.
Even in full Automate, confidence thresholds are enforced, policy violations trigger escalation, and override authority is always available.
Start with zero risk. Graduate on your timeline.
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Frequently Asked Questions
How long does each stage typically last?
Audit usually runs 2-4 weeks. Assist can begin as soon as Audit data validates accuracy. Most organizations begin selective automation within 60-90 days, and you control the pace.
Can we stay in Assist permanently for some workflows?
Yes. Many institutions keep high-complexity workflows in Assist permanently. Progressive Autonomy is not a forced march to full automation - it lets you choose the right level for each workflow based on evidence.
How does this satisfy regulatory requirements?
Each stage produces auditable evidence. Audit creates accuracy data against human ground truth. Assist creates decision records showing human review. Automate adds complete why-trails and policy traceability.
What happens if accuracy drops?
The evaluation system monitors continuously. If accuracy drops below thresholds, the system automatically escalates more transactions to human review and notifies your team so the workflow steps back toward Assist.
Can different workflows run at different autonomy levels?
Yes. Progressive Autonomy applies per workflow. Routine classification might run in Automate while complex underwriting stays in Assist, each with its own policies, thresholds, and escalation rules.
How is this different from a pilot?
Pilots are temporary experiments that produce a report. Progressive Autonomy is a permanent operating model. Audit is the first stage of production deployment, and the AI processes real transactions from day one.