AI systems built for
how operations actually work
Opsbridge AI builds workflow automation, data platforms, and intelligent systems for operations leaders, manufacturers, and founders who need results — not experiments.
Operations leadership, not just AI development
Founded by Sherif — 8+ years at Amazon, CS degree, Lean Six Sigma certified. Hands-on across data platforms, automation, and AI systems.
Read the full storyWhat we build
Focused services across AI operations, workflow automation, data platforms, and manufacturing systems.
AI Strategy & Advisory
Align AI investments with operational goals. Cut through hype and build a practical roadmap.
Workflow Automation
Replace manual processes with structured, automated workflows that enforce accountability.
Data Platforms & Reporting
Build trusted data pipelines and executive dashboards that leaders actually use to make decisions.
AI Agent Monitoring
Gain visibility into multi-agent AI systems — cost, latency, routing, and failure patterns.
Manufacturing & SAP Solutions
Bridge the gap between SAP, plant-floor systems, and operational reporting.
Custom AI Systems
Purpose-built AI platforms designed around your operations, not generic tools bolted on.
Selected work
Internal builds and concept platforms that demonstrate how Opsbridge AI approaches real operational problems.
Sorvo AI
A proactive cognitive AI system designed to help operators and founders organize context and act with greater clarity.
AI Agent Platform Monitoring
Observability and analytics for multi-agent AI systems — cost, latency, routing, and reliability from a single dashboard.
Plant Workflow Automation Suite
Digital workflow platform for plant operations — maintenance triage, quality CAPA enforcement, and downtime escalation.
SAP Manufacturing Data Hub
Manufacturing analytics platform that transforms SAP-style extracts into reconciled, certified KPI marts.
Sorvo AI
A proactive cognitive AI system designed to help busy operators, founders, and decision-makers organize context, detect what gets missed, and act with greater clarity. Sorvo AI is in active development — not a concept, not a pitch deck.
Core Capabilities
- Retains meaningful working context across sessions
- Proactively surfaces risks, follow-ups, and decisions
- Organizes fragmented information into actionable views
- Built for operators managing many moving parts
Why Opsbridge AI
Built to fill the gap between strategy-heavy consulting, generic AI development, and solo freelancers.
Operations-First Thinking
Every solution starts with how work actually flows — not with technology looking for a problem. Built by someone who ran operations at Amazon scale.
Architecture Over Aesthetics
We show the system architecture, data flows, and decision logic — not just polished screenshots. Trust comes from technical depth.
Honest About What This Is
Portfolio work is labeled clearly as internal builds, concept platforms, or prototypes. No implied client work. No inflated claims.
Lean and Direct
No account managers, no layers, no unnecessary overhead. You work directly with the person who builds the systems.
Need a system built around how your
operations actually work?
Opsbridge AI helps operations leaders, manufacturers, and founders design systems that improve visibility, accountability, and execution.
What happens next
A focused 30-minute conversation to understand your operations and goals.
We define the problem, outline the approach, and recommend an engagement model.
Strategy sprint, project build, or advisory — clear scope and milestones.