The engineering behind production-ready AI agents.
Agentic work is the spearhead. The other four exist so an agent can be integrated, secured, fed reliable data, and governed.
01
Agentic AI & Automation
Single and multi-agent workflows, retrieval over approved sources, human approval, and evaluation once the agent is running.
Muhammad Shayan Shamsi leads the engineering. Muhammad Moiz Uddin is accountable for the engagement.
- A bounded workflow with an explicit action list
- Approval gates on anything that changes a system, a customer, or a record of risk
- An evaluation against the baseline agreed in the sprint
- Monitoring of what the agent read, recommended, and was allowed to do
Models run in your tenant, or on an endpoint we agree. The product names go in the proposal, not in a standing vendor list.
02
Software Engineering & Integration
Applications, APIs, and the integrations an agent needs in order to read and, when approved, act.
Accountable to the engagement lead. Developers from the network are named on the proposal.
- Service and API design
- Integrations to the systems of record
- Modernization where the current system cannot be called safely
The stack is chosen for the system in front of us and written into the statement of work.
03
Cybersecurity Engineering
Security architecture, identity and access, SOC workflow automation, and the vulnerability process around an agent.
Muhammad Moiz Uddin is accountable. Specialist security delivery is a named associate, not an unnamed bench.
- Permission design for what the agent may read and must not change
- Alert-investigation workflows with analyst approval
- A record of access, recommendation, and response
We do not present a standing security operations center.
04
Data Engineering
Pipelines, data quality, and operational data an agent can cite. If the source is unreliable, the agent should say so.
Muhammad Shayan Shamsi.
- Source and ownership mapping
- Pipelines into the approved context the agent reads
- Quality checks the evaluation can use
Analytics are in scope when they serve the workflow. A dashboard is not the product.
05
IT Advisory & Governance
GRC, an information security management system, IT strategy, continuity, and the indicators leadership actually uses.
Aamir Arif Siamwala leads advisory engagements.
- Control and evidence design
- Readiness for ISO/IEC 27001, NIST, or COBIT-aligned reviews
- Continuity and recovery gaps, with owners
Those frameworks inform the work. AegisOps does not display them as certifications it holds.