aiqorxResearch workflows
Select and inspect relevant sources.
AI & intelligent workflows / Agentic AI
Action under explicit control.
Agentic systems combine model reasoning with tools and state to work toward a bounded objective.
Talk through your project
Technology in focusAgentic AIEvidence / Evaluation / Control
A connected engineering approach
- 01Experience
People, tasks, accessibility
- 02Application
Components, logic, integrations
- 03Foundation
Data, operations, maintenance
The architecture follows your product requirements.
01 / Where it fits
Built around
a real use case.
Operational assistance
Prepare or execute narrowly permitted actions.
Multi-step tasks
Coordinate intermediate results with clear stopping rules.
02 / Architecture
The decisions
behind the build.
A sound foundation
Limit tool access, record state transitions, and require review for consequential actions. Prefer deterministic steps where the path is known.
The tradeoff to consider
Autonomy adds failure modes. Set budgets, retries, and completion criteria before giving a system more freedom.
03 / Delivery & care
Make it work.
Keep it dependable.
Quality in the details
Evaluate representative inputs alongside ambiguous, adversarial, and unsupported requests. Track quality, latency, cost, and human corrections against a defined acceptance set.
Understand
Review the users, existing systems, constraints, and definition of success.
Shape
Document the architecture, interfaces, risks, and delivery scope.
Build & validate
Review working increments against real use cases and failure conditions.
Handover & evolve
Prepare operating guidance, ownership, and a practical maintenance plan.
04 / A few useful questions
Before you begin.
Is Agentic AI the right choice for my project?
Autonomy adds failure modes. Set budgets, retries, and completion criteria before giving a system more freedom.
Can we improve an existing application?
Start with a code and architecture review. The useful outcome is a clear decision about what to keep, improve, or replace, with the dependencies and delivery risks made explicit.
How are scope and cost determined?
The estimate depends on the workflows, integrations, platform requirements, and quality expectations. A focused discovery phase can reduce uncertainty before committing to the full build.
What happens after launch?
Agree on source ownership, documentation, monitoring, support responsibilities, and a maintenance plan as part of the engagement.
Something in mind?
Let's buildwhat's next.
A new website. A better product. A bigger possibility.It starts with a conversation.