What is SureWire used for?

SureWire is Inflectra's AI Quality Assurance platform for agentic AI. It tests, validates, and monitors whether AI agents are safe, reliable, and effective across real-world scenarios. Unlike traditional test automation, SureWire is built for non-deterministic systems where pass/fail testing does not capture whether an AI agent is doing its job well. It fits customers with AI agents already in pilot or production.

How is SureWire different from traditional test automation?

Traditional test automation works on deterministic systems: same input, same output, pass or fail. AI agents are non-deterministic. SureWire uses dynamic assessment design to evaluate agents across many scenarios, measures safety/reliability/effectiveness as distinct dimensions, and produces audit-grade evidence suitable for enterprise AI governance.

Who should use SureWire?

Enterprises with at least one AI agent in pilot or production, a named AI owner accountable for agent behavior, a governance sponsor, and a clear risk hypothesis. Regulated industries (financial services, healthcare) using AI are natural candidates because the governance evidence requirement is strongest there.

Is SureWire production-ready?

SureWire is a real product shipping today, but the agentic AI QA category is still stabilizing. Merito positions SureWire as an early-adopter choice with clear success criteria, not as a proven enterprise standard. Customers who want a mature, widely-adopted tool should wait; customers who need to get ahead of AI governance should consider it now.

Does SureWire integrate with Spira?

Yes. SureWire assessment results, risk registers, and remediation tracking flow into Spira as part of the Inflectra family. For customers already using Spira for ALM, the integration consolidates AI agent evidence with the rest of the program's governance records.

How long does a SureWire pilot take?

Expect the first assessment run two to four weeks after kick-off and a mature pilot across multiple AI agents at six to ten weeks. Because the category is new, Merito scopes pilots narrowly and expands based on what the initial assessments reveal rather than committing to long-term timelines up front.

How does Merito run a SureWire pilot?

A SureWire pilot opens with a narrow scope and assessments designed around your own agents, then connects to the agent infrastructure and MLOps pipelines. Risks and remediation are wired into Jira or ServiceNow, evidence is consolidated in Spira, and AI leads, QA and governance sponsors are trained to read the results.

Inflectra • Test automation

SureWire

SureWire is Inflectra's AI QA platform purpose-built to test, assess, and govern agentic AI before and after it ships.

SureWire pilots with Merito start with scoping and assessments designed around your own AI agents, then connect to your agent infrastructure and governance reporting, with evaluation support as the category matures.

Get SureWire pricing Talk to a Merito SureWire specialist

SureWire

SureWire in the enterprise stack

Where SureWire earns its seat

Purpose-built for agentic AI

Dynamic assessment design

Governance-ready evidence

Pre- and post-deployment coverage

SureWire capabilities, grouped by outcome

AI agent assessment

Safety, reliability, effectiveness

Governance and evidence

How SureWire connects to the rest of your landscape

Inflectra family (native)

AI agent infrastructure (certified)

Governance and ticketing (custom)

How it rolls out

How it is bought

How Merito helps you win with SureWire

SureWire Pilot Setup

DevOps Consulting

Training and Enablement

Staff Augmentation

Premium Support

Prove your AI agents are safe, reliable, and effective.

SureWire is an early-adopter choice for customers already running AI agents in production, best run with clear success criteria rather than as a proven enterprise standard.

SureWire FAQs

Talk to Merito about SureWire

Scoped pilot with clear criteria

Audit-grade evidence

AI QA for the agents you already run.

SureWire

SureWire in the enterprise stack

Where SureWire earns its seat

Purpose-built for agentic AI

Dynamic assessment design

Governance-ready evidence

Pre- and post-deployment coverage

SureWire capabilities, grouped by outcome

AI agent assessment

Safety, reliability, effectiveness

Governance and evidence

How SureWire connects to the rest of your landscape

Inflectra family (native)

AI agent infrastructure (certified)

Governance and ticketing (custom)

How it rolls out

How it is bought

How Merito helps you win with SureWire

SureWire Pilot Setup

DevOps Consulting

Training and Enablement

Staff Augmentation

Premium Support

Prove your AI agents are safe, reliable, and effective.

SureWire is an early-adopter choice for customers already running AI agents in production, best run with clear success criteria rather than as a proven enterprise standard.

Continue exploring SureWire on Merito

SureWire FAQs

Talk to Merito about SureWire

Scoped pilot with clear criteria

Audit-grade evidence

AI QA for the agents you already run.