Deploy AI That Actually Works

The workflow intelligence layer that helps enterprises move AI from pilot to production by capturing the workflows and rationale their systems miss.

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65% of enterprises have AI pilots
11% can deploy them at scale
89% are stuck in deployment

The Deployment Bottleneck

Most enterprises can't deploy the AI they've already bought. The problem isn't the technology—it's that agents don't understand how work actually gets done.

Agents break on edge cases

Undocumented exceptions and workarounds that never made it into your SOPs cause failures in production.

Cross-system chaos

Workflows span CRM, email, legacy portals, and spreadsheets—but AI doesn't see the handoffs.

Knowledge gaps

Business units have esoteric processes that differ from documented standards, creating blind spots.

No ground truth

IT teams lack clear understanding of what agents actually need to handle to work reliably.

How Prenta Works

Prenta acts as a digital apprentice that learns from experienced employees, capturing not just what they do, but why they do it.

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Employee Layer

Prenta observes as employees work across systems and asks contextual questions to understand the business logic behind their decisions.

  • Captures cross-system workflows in real-time
  • Learns exceptions and edge cases through conversation
  • Understands the "why" behind each decision
  • Feels like mentoring, not monitoring
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Organization Layer

Aggregates workflows into deployment-ready intelligence that your AI systems can actually use in production.

  • Builds queryable workflow knowledge graph
  • Generates deployment specs with exception handling
  • Identifies gaps between documented and actual workflows
  • Provides risk assessment and automation roadmap

Built for Teams Deploying AI

Prenta helps the people responsible for making AI work in production—not just running pilots.

IT & Engineering

Primary Decision-Maker

Get deployment specifications with input/output mappings, exception handling logic, and risk assessments—in 60-90 days instead of 6-12 months.

Operations & Process

Implementation Partner

Document workflows at speed, identify bottlenecks, and prioritize automation opportunities by ROI and technical feasibility.

Transformation Leaders

Strategic Owner

Rescue stuck AI investments, demonstrate ROI, and build the workflow intelligence infrastructure your enterprise needs.

Ready to Deploy AI at Scale?

Join enterprises using Prenta to move from pilot to production.