Custom AI agents & assistants
Purpose-built assistants that use company knowledge and approved tools to support teams, customers and internal operations.
AI AGENTS / WORKFLOW AUTOMATION
Custom AI agents.
Built for your business.
Turn repetitive work and fragmented knowledge into reliable, connected workflows. Keldran designs and implements AI agents around real business processes, existing software and measurable outcomes.
INDEPENDENT ENGINEERING / PRACTICAL OUTCOMES01 — 04
Focused capabilities.
Clear outcomes.
We start with the process and desired result, not a model or framework. The right solution might be a focused assistant, retrieval-enhanced application, rules-based automation or carefully bounded agent.
RAG & knowledge systems
Retrieval-augmented systems that connect LLM capabilities to curated content, permissions, provenance and evaluation.
Workflow automation
Automate repeatable tasks through orchestrated services, event triggers, business rules and human approval steps.
Enterprise integrations
Connect agents with existing CRMs, business applications, APIs and data sources through controlled interfaces.
Multi-agent orchestration
Use specialist agents only where coordination adds tangible value, with clear limits, auditability and fallback behavior.
Evaluation & production operations
Define test cases, measure task quality, monitor failure modes and improve reliability over time.
02 / WHAT YOU GETWork you can
Work you can
act on.
We align deliverables with your environment, stakeholders and risk tolerance—rather than selling a one-size-fits-all package.
- A clearly defined business use case and measurable success criteria
- Architecture and integration design based on your current environment
- Attention to data access, permissions, human oversight and failure handling
- Evaluation scenarios covering quality, latency and operational risk
- Deployment and ongoing improvement options aligned with your team
From problem
to progress.
01
Discover
Map the task, stakeholders, available data, current systems and the operational cost of the problem.
02
Design
Choose the simplest architecture that can meet reliability, security and cost constraints.
03
Build & evaluate
Implement incremental workflows, integrate safely and test realistic cases before production.
04
Operate & improve
Observe outcomes, refine prompts and tools, update evaluations and document ownership.
COMMON QUESTIONSClear scope.
Clear scope.
Zero guesswork.
Every engagement begins with a conversation about your goals, constraints and environment.
Do I need a complex autonomous agent? +
Not necessarily. Many businesses benefit more from a focused workflow or assistant than from a multi-agent system. We select the simplest approach that meets the requirement.
Can agents work with our existing tools? +
Often, yes. Integration feasibility depends on the APIs, access controls and policies of the systems involved; we validate those constraints during discovery.
How do you handle sensitive company data? +
We design access controls, tool permissions, retrieval boundaries, logs and human review according to the specific environment and applicable requirements.
READY TO START?Let's discuss
Start a conversation Let's discuss
your challenge.
Tell us about the outcome you need. We'll help scope the next step.