Most enterprises have already invested in RPA. The bots work for the simple stuff, but the moment you try to automate a workflow that involves judgment, documents in varying formats, or decisions that require business context, the scripts break. The result is a growing backlog of high-value workflows that can’t be automated with task-level tools.
Automation evolution
Task automation vs agentic automation
If you’ve already invested in RPA, this comparison shows where agentic automation picks up the workflows that scripts cannot reach.
RPA/Task automation
Agentic automation
Operating Model
Follows scripts step by step
Receives objectives, plans its own stepsProduction-ready solution in days
Variability handling
Breaks or escalates on exceptions
Adapts reasoning to unexpected inputs
System scope
Single application or brittle integrations
Spans portals, docs, email, APIs, legacy
Decision tracing
Logs actions, not reasoning
Every decision auditable with confidence scoring
Reusability
Each workflow built from scratch
Knowledge, logic, and connections carry forward
Human involvement
Required at every decision point
Triggered only when uncertainty rises
The Unframe difference
Three principles behind every Unframe agent
Architecture determines what agents can do. These three principles determine whether they deliver value in your environment.
Autonomy Unframe agents run full, multi-step workflows for complex processes. They receive a goal, plan the steps required, execute across systems, and verify their own outputs. No scripts. No step-by-step choreography that breaks when conditions change.
Context Unframe agents reason using context from your data, your policies, and your operational logic to handle variability. Not generic language model outputs. Decisions are grounded in the rules that define how your organization actually operates.
Trust With Unframe, humans intervene only when risk or uncertainty rises. And with full visibility into every decision. Every action is logged, scored, and auditable. Confidence scoring triggers human review at the right moments, not at every moment.
How we work
From scoping to production in days
Every engagement starts with a single high-impact workflow. You define the outcome. Unframe delivers an agent that achieves it.
Connect
Securely link your systems, documents, and portals
Tech
Encode your rules, policies, and business knowledge
Automate
Deploy and operate goal-driven agents that plan, act, and verify
Certify
Every action is logged, scored, auditable, and governed
Business outcomes
What changes when agents own the workflow
These are the three categories of results that task-based tools structurally can’t deliver, regardless of how many scripts you add.
Automation suitable for production
Deterministic, traceable actions with reasoning lineage your compliance team can defend to regulators
Predictable throughput instead of constant firefighting and manual exception handling
Critical operations run reliably because governance is designed in, not bolted on after the fact
Handles work scripts can’t
Works across portals, documents, email, tools, and legacy systems in a single workflow
Adapts to change without re-engineering because agents reason rather than follow fixed paths
Exceptions become diagnostic signals. Every edge case improves future accuracy instead of creating a support ticket
Faster-time-value with scale
First workflow proves value in days, not the months that custom development or RPA scripting requires
Second and third workflows deploy faster because system connections and governance are already established
Marginal cost declines as each new workflow inherits what previous deployments have already validated
Fits your stack
Runs on anything. Integrates with everything.
Unlimited integrations. Choose your LLMs. Choose your infrastructure. Deploy on-prem, on private cloud, or wherever your policies require. We adapt to you, not the other way around.
