Custom AI Solutions, Built for Your Workflow.
Our methodology can handle unique applications.
When your operational workflows are too unique, too complex, or too specific to your industry, Mirai Ops builds a custom agentic AI solution — applying the same proven methodology and domain knowledge approach to workflows that no off-the-shelf product addresses.
Back to AIM ModulesCustom AI Solutions, Built for Your Workflow.
Our methodology can handle unique applications.
When your operational workflows are too unique, too complex, or too specific to your industry, Mirai Ops builds a custom agentic AI solution — applying the same proven methodology and domain knowledge approach to workflows that no off-the-shelf product addresses.
Back to AIM ModulesThe Problem Custom Solutions Solve
Every industrial organization has operational workflows shaped by proprietary processes, specific customer mandates, regulatory environments, or legacy systems that no standard platform was ever designed to address. These are often the highest-friction workflows in the operation — and the highest value to automate — precisely because no generic solution has reached them.
Mirai Ops Custom Agents solve for precisely these unique workflows.
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Complex, document-dependent, and repeatable — it is a candidate. Bring us the problem.
Common Questions
What buyers ask before they engage
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Any workflow that is complex, document-dependent, and repeatable is a candidate for agentic AI automation — regardless of whether a standard AIM module addresses it. Common candidates include regulatory compliance workflows specific to an industry framework (ITAR, FDA 21 CFR, NADCAP, REACH, DFARS), proprietary manufacturing processes that are unique to a specific product or production method, customer-mandated documentation or reporting formats not covered by standard quality systems, and legacy system integration workflows where operational intelligence needs to flow across system boundaries that manual processes currently bridge. If the workflow currently requires a person to read documents, apply judgment, and produce a structured output on a repeating basis — it is worth a conversation.
The first three phases of the Mirai Ops methodology are identical — Workflow Discovery, Benchmark and Business Case, and AI Readiness Assessment. What differs is Phase Four: instead of configuring a standard AIM module, Mirai Ops architects a purpose-built agentic AI workflow for the specific use case. The same domain knowledge library approach, integration architecture, and validation discipline applies — the workflow, document types, classification logic, and output formats are built to specification rather than configured from a standard starting point. Engagements begin with a free workflow audit to assess feasibility and scope before any deployment commitment is made.
Our commitment to sustained success is identical regardless of whether you deploy a standard AIM module or a custom-built solution. For custom deployments, service level agreements are developed specifically around the nature of the workflow — reflecting its complexity, business criticality, and operational cadence — and agreed with the customer before go-live. This ensures that support coverage, response times, and escalation paths are matched to what the workflow actually requires, rather than applied as a generic standard. Custom solutions receive the same platform updates, monitoring, and continuous improvement commitment as standard AIM modules — adapted to the specific context of your deployment.