Build
Agentic AI Systems
Autonomous and supervised agents that plan and execute actions across tools and systems.
About Agentic AI Systems
Agentic systems are software in which a model plans a course of action and carries it out through the tools you grant it. Typical applications are processing a claim, reconciling records or resolving a support case. These systems are one of ByteForge's specializations. The engineering work concentrates at the boundary around the model: which tools it may call and what it must confirm before acting.
We design agents with explicit permissions, typed tool interfaces, human approval gates at consequential decisions and full tracing of every plan, call and result. We run every change to an agent against an evaluation set of realistic tasks. Our systems stay model-agnostic, running on hosted frontier models or on open-weight models on client infrastructure, behind an interface that allows substitution without re-engineering.
What you receive
- Agent architecture with permission and tool boundaries
- Production agents with human approval gates
- Task-level evaluation set
- Full action trace and audit trail
- Operational runbook for supervision and escalation
When to engage
Engage when a workflow requires software that decides and acts across systems under permissions the organization defines.
More in Build
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AI Product Development
End-to-end delivery of an AI-enabled product, with a single supplier accountable for its release.
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LLM Development
LLM application engineering: retrieval-augmented systems, fine-tuning, prompt and tool architecture, and the evaluation that measures them against requirements.
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Generative AI
Text, image, audio and code generation features, released with evidence that their output meets the standard set for them.
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Reinforcement Learning
Learned decision policies for operational problems in which each choice changes the options available for the next.
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Custom AI Development
Custom models and systems for requirements that standard approaches, hosted models and packaged software do not meet.
Discuss this service on a call.
Describe the objective and the systems it affects, and we will outline how an engagement would proceed.