Solutions
Custom AI Agents
A chatbot is not a product feature. A generic agent framework is not a defensible product. This outcome delivers custom AI agent software and the private infrastructure it runs on, built inside your network. We adapt our Hefty Bot toolbox to accelerate development and integrate the right open source frameworks for the job. We engineer the multi-agent runtime, orchestration, shared memory, evaluation, and guardrails that your team will own. What you ship is an agent embedded directly into your product, not an external sidecar.
What we build, end to end
Custom AI agent software and private infrastructure, accelerated by our Hefty Bot toolbox and built on proven open source frameworks. Six standards hold before any agent ships as a core product feature.
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Custom agent design & engineering
Named-role agents built for specific automated workflows, complete with intake contracts, handoff surfaces, and escalation policies. This is purpose-built software, not a superficial chatbot.
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Private agentic infrastructure
The runtime operates entirely inside your network and integrates with your existing software stack. It is not a hosted black box that sends sensitive data to third-party vendors.
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The Hefty Bot toolbox, adapted fast
We adapt our Hefty Bot toolbox to accelerate initial development, delivering a working agent in days rather than months. We then refine it to match your product specifications and operational constraints.
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Open Source agents & frameworks
We leverage the broader open source ecosystem, including chaining libraries, retrieval frameworks, and evaluation harnesses. We choose the right tool for each task to prevent vendor lock-in.
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Multi-agent orchestration runtime
Multi-agent coordination, tool execution, shared memory, automated evaluation, and safety guardrails. We deliver a production-ready agentic runtime that your internal engineering team operates.
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Integrated across your product
Wired directly into your product APIs, interfaces, and data stores. The agent functions as a native capability inside your existing user experience rather than an external detour.
Served verticals
We ship this outcome across four stages. We scope the agent's role, sequence design and integration, test performance against your real tasks on real hardware, and ensure full ownership across Legal, Finance, and Technology. The shipped agent, not the underlying model, is the core deliverable of this outcome.
Where the proof lives
The framing above defines the outcome. The substance of a production agent is verified during the Building and Validation stage. We build the agent, integrate it with your systems, and test it against real workloads on private hardware. We hand over the complete runtime including orchestration, tool use, memory, evaluation, and guardrails. What you ship is a validated product feature, not a theoretical prototype.