what it is
You don't need to rewrite your entire software stack to profit from artificial intelligence.
Bolt-On AI is GrayWire’s surgical, rapid-deployment AI solution, engineered for established mid-market enterprises ($8M-$100M) that demand immediate efficiency gains from automation but cannot tolerate the friction, multi-month timelines, or capital expense of a bottom-up overhaul.
Instead of forcing you to abandon or rebuild a functioning legacy stack, Bolt-On AI treats your existing systems as the foundation -- injecting production-grade intelligence and containerized automation directly into current workflows. Modern AI speed, without the heavy technical debt.
capabilities
Core scope of capabilities.
- 01
Conversational & Interface Layers
Natural-language interfaces and intelligent triage engines embedded into customer-facing or internal platforms to automate low-level inquiries and communication loops.
- 02
Automated Workflow Automation
Smart routing, auto-summarization, and document-parsing embedded natively into everyday tools -- CRMs, ERPs, and project databases.
- 03
Frictionless System Connectivity
Localized micro-gateways that let fragmented legacy tools share, interpret, and move data autonomously, without invasive middleware rewrites.
- 04
Task-Specific Micro-Agents
Standalone, managed automation units inside your ecosystem handling high-volume cognitive tasks -- compliance checks, data validation, billing audits -- with zero manual intervention.
The problem
Manual bottlenecks are bleeding margin, but the big consultancies pitch bloated, multi-million-dollar “digital transformations,” and off-the-shelf tools are too generic to respect your proprietary business rules.
The solution
GrayWire finds the single highest-friction logjam, installs a targeted AI component to eliminate it, and proves the financial return immediately -- requiring minimal oversight from your internal team.