The reliability layer for AI agents

Your agents will fail.
AGENTUM fixes them before your customers notice.

AGENTUM observes every step of your AI agents in production, diagnoses why they break, and repairs them automatically — across any framework, any model, any vendor.

Two weeks. Your real agents. A written incident report that quantifies your failure rate — free.

agent: checkout-assistant · trace #8412 reliability 97.1

Failure — not capability — is the #1 barrier to agentic AI.

Four failure families account for nearly every production incident. Today they are handled with one-off scripts and humans in the loop, negating the economics of automation.

34%
Hallucinated outputs
Agents invent facts, prices and commitments your business never made.
26%
Broken tool calls
Malformed API invocations silently corrupt downstream workflows.
22%
Context loss
Agents forget instructions mid-task and drift off the rails.
18%
Orchestration errors
Multi-agent handoffs deadlock, loop, or drop the ball entirely.

Share of production incidents by failure family. AGENTUM internal estimates, 2026.

From incident to auto-repair in milliseconds.

One base-URL swap or a two-line SDK wrap. No agent rewrite. AGENTUM sits above your stack, vendor-neutral.

OBSERVE

Full tracing of every agent step, tool call and token — across any framework or provider.

DIAGNOSE

Automated root-cause classification into the four failure families, with replayable incident timelines.

REPAIR

Corrected retries, restored context, re-grounded outputs. Humans only below confidence thresholds.

CERTIFY

Continuous reliability scoring and audit-grade reports for regulated industries — EU AI Act, SOC 2.

One reliability layer. Three integrated products.

FLAGSHIP

Agent Reliability Platform

The vendor-neutral control plane that monitors, diagnoses and auto-repairs failures of third-party AI agents in production, in real time.

REVENUE + PROOF

Code Acceleration Engine

An autonomous coding agent that plans, writes, tests and ships production software — self-monitored by the platform it runs on. AGENTUM builds AGENTUM with it.

DISTRIBUTION

Global AI Access Layer

Multilingual, low-cost, API-first packaging that puts enterprise-grade AI in the hands of any team, in any country. Launching in English and Spanish.

Simple pricing that scales with your fleet.

Land mid-market, expand to enterprise. Usage aligns price with delivered value.

STARTER
$1,500
per month
  • Up to 10 production agents
  • Tracing & diagnosis
  • Community support
GROWTH
$7,500
per month
  • Up to 100 agents
  • Auto-repair engine
  • SSO · priority support · 99.9% SLA
ENTERPRISE
$150K+
per year
  • Unlimited agents
  • Certification & audit reports
  • VPC / on-prem · dedicated engineer

Add-ons: Code Acceleration Engine at $99 per developer / month plus usage · $0.50 per repaired agent-run beyond tier allowance.

Design Partner Program — capped at 10 logos.

40% off year-one fees in exchange for a named case study, quarterly reference calls and anonymized failure data that trains the repair engine. Price protection at renewal.

7 OF 10 SLOTS REMAINING