Dear CIO / CTO / AI Leader,

You've seen enough technical pitches
for agentic automation solutions.
Here's what you really need to know:

01

Agents are great for automation

Fast, tireless, effective. For well-defined tasks, they deliver.

02

Agents are also highly unpredictable

Same prompt, different result. Every run is a small surprise.

03

Using AI at every step is a terrible idea

Your invoice parser doesn't need an opinion. Most steps don't.

04

It creates infinite edge cases

Three chained agents means triple the creative take on 'done.'

05

It leaves enormous room for error

Subtle, plausible, expensive. Surfaces in production. At 2am.

06

It will cost you an arm and a leg

Tokens, retries, monitoring, incidents. Your CFO will ask questions.

07

And good luck with security & compliance

GDPR, SOC2, HIPAA. They don't grade on a curve.

The answer?

Compiled AI

Agentic workflows are compiled into fixed execution graphs before any token runs. AI judgment is used only where absolutely needed. That simple.
(For you. For us it's actually very complex.)

Full agentic
AIAIAIAIAIAI
unpredictable
Compiled AI
▸▸AI▸▸AI
controlled

The outcome?

Your agents, predictable and cheaper to run

Upware brings predictability to enterprise agents with a harness that gives them process context, system connectivity with or without APIs and a shared runtime, all without custom engineering or risk of drift.

  • ✓
    Consistent BehaviorEvery agent run follows the same execution path: no drift, no hallucinated steps, no surprises.
  • ✓
    No Runaway CostsToken usage is bounded by the compiled graph, slashing spend without sacrificing capability.
  • ✓
    Guaranteed ComplianceGuardrails and governance enforced at the execution layer, not bolted on after the fact.
  • ✓
    Framework AgnosticWorks across any model or agentic framework. No rip-and-replace. Deploy with the stack you already trust.
Bottom line

Scale agentic AI into real operations with no custom engineering and fast TTM

Case Study
Top 10 U.S. Insurance Broker
$3B annual revenue

Upware enabled their AI agents to handle the full spectrum of customer inquiries: policy changes, claims, and billing. Fully automated and production-ready in days.

Measured outcomes
69%
Token ReductionUpware hybrid execution vs. pure LLM inference
56%
Latency ImprovementEnd-to-end response time across all inquiry types
100%
Lookup AccuracyLLM-only baseline drifted in 11% of equivalent cases

You've invested a lot into AI.
Now it pays off.

01BYOA

Bring Your Own Agents

Bring the agents you have. We read and compile what exists.

02CONNECTIVITY

Connect to Anything

Integrate any system with or without an API, legacy systems included.

03AT EVERY LAYER

Govern Every Interaction

Single gateway to connect, monitor and audit all agentic processes.

04UNBREAKABLE WORKFLOW

Run with Certainty

Agents run predictably and reliably, self-improving with every failure or process variation.

05SCALE WITH NO DEV

Scale with No Dev

Run one agent or ten thousand without re-architecting anything.

Itching for the technical part? Ok, here it is:

Upware is a shared agent harness and runtime that works with any framework or model. It gives your agents instant process context and system connectivity—with or without APIs—and executes intent through policy-enforced, deterministic workflows compiled before or at runtime, invoking and verifying AI reasoning only where it's needed. At runtime, Upware handles state management, retries, failures, escalations, and self-healing.

The result: your existing agents, scaled into real operations, with predictable execution, reliability, lower token costs, no custom engineering, or behavioral drift—across the enterprise.

CONNECT TO any agent framework

Microsoft CopilotClaudeOpenAILangGraphCrewAICustom AgentGemini ADKn8n
TOOL CALLS, SKILL, TRIGGERS↓

Input

Agent request · process.yaml · API/MCP

↓

UPWARE

Compiler

Intent parsing · Policy enforcement · Build execution graph · Optimizes

↓
UPWARERunnerExecution engine for compiled workflow graphs
DETERMINISTIC

Receive & parse request

API call · event trigger · scheduled job · webhook

↓
DETERMINISTIC

Validate input & route workflow

schema check · permissions · priority classification

↓
AI JUDGMENT GATE

AI: Analyse context & select execution path

intent resolution · risk scoring · step optimisation

↓
DETERMINISTIC

Execute actions across systems

CRM · ERP · ITSM · cloud APIs · legacy via RPA

↓
DETERMINISTIC

Handle exceptions & escalations

retry logic · human-in-the-loop · fallback routing

↓
DETERMINISTIC

Log outcome & notify stakeholders

audit trail · SLA tracking · downstream triggers

Deterministic stepAI judgment gate

external

LLM Gateway

  • Model Routing
  • Token Budgeting
  • Fallback & Retry
  • Provider Selection
  • Response Validation
↓

external

MCP Gateway

API-enabled system access

↓
direct path
↓

ENTERPRISE SYSTEMS

WITH API

SAP · Salesforce · Workday · ServiceNow · Okta · AD

WITHOUT API (RPA)

Legacy HR · Mainframe

↓

Guaranteed Output

Auditable · compliant · enterprise-grade

Your agentic workflows are going noware? Try Upware!

Get in touch → tomer@upware.ai