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English
$
USD
I will create ai agent specifications, guardrails and evaluation plans
Huzaifa A
Level 2
About this gig
Building an AI agent without clear requirements can lead to unsafe actions, unreliable outputs, uncontrolled costs and costly rework.
I will turn your AI agent idea, prototype or workflow into implementation-ready documentation for product, engineering and QA teams.
Your package may include:
- Purpose, scope and success criteria
- Users, use cases and functional requirements
- Models, tools, APIs and permission rules
- Workflows, orchestration, memory and RAG
- Human approvals and escalation paths
- Guardrails, prohibited actions and data boundaries
- Prompt injection and failure handling
- Evaluation metrics, test cases and acceptance criteria
- Cost, latency, logging and monitoring
- Governance controls, rollout and traceability
Suitable for SaaS products, internal copilots, customer-support agents, workflow automation and multi-agent systems.
You will receive tailored DOCX and PDF documentation, professionally reviewed and ready for team handover.
Contact me before ordering a regulated, multi-agent or highly complex system.
Technical consulting and documentation only; no development, legal advice, certification or guaranteed compliance.
Get to know Huzaifa A
Huzaifa A
SRS, BRD, PRD and Software Architect
Level 2
- FromPakistan
- Member sinceSep 2018
- Avg. response time1 hour
- Last delivery6 days
Languages
English
I am a Software Engineer, Software Architect, and Technical Documentation Specialist with 7+ years of experience and 600+ completed projects for startups, SaaS businesses, and development agencies.
I specialise in SRS, BRD, PRD, SDD, UML diagrams, ERD, and system architecture documentation, structured to IEEE standards so your developers can build with confidence.
Most clients come to me with unclear requirements or conflicting stakeholder input. I ask the right questions and deliver documentation your whole team can use.
Among my clients
StorX Network
Software Development
Bafmin Consulting
Business consulting
My Portfolio
FAQ
What exactly will I receive?
You will receive a customized AI agent specification in editable DOCX and PDF formats. Its contents depend on the selected package and may include requirements, workflows, guardrails, evaluation criteria, test cases and implementation guidance.
Do you develop or code the AI agent?
No. This Gig covers requirements, architecture planning, guardrails, evaluation planning and technical documentation. Coding, deployment and implementation are not included.
Can you document an agent that already exists?
Yes. I can analyze your prototype, prompts, workflow diagrams, product brief or existing documentation and convert the available information into a structured specification.
What kinds of AI agents do you cover?
I can document customer-support agents, research agents, internal copilots, sales assistants, data-processing agents, workflow automation, RAG-based agents and multi-agent systems.
What is included in the guardrails section?
Depending on the package, it can cover allowed and prohibited actions, tool permissions, sensitive-data handling, human approvals, escalation rules, prompt-injection risks, output restrictions and failure recovery.
What is an AI agent evaluation plan?
It defines how the agent should be tested, including success metrics, test scenarios, expected and unacceptable behaviors, edge cases, safety tests and acceptance criteria. Running live or paid model tests is not included unless agreed separately.
What counts as a revision?
A revision covers reasonable changes to the delivered document based on the original requirements. A new agent, substantially changed scope or additional workflows may require an extra or a custom order.
Should I contact you before ordering?
Please contact me first if you have a multi-agent platform, a regulated use case, more workflows than the package includes, or an urgent deadline.
Can you align documentation with the EU AI Act?
Where relevant, I can structure documentation with reference to EU AI Act concepts such as intended purpose, risk controls, human oversight, logging, evaluation and traceability.
