AI agents built for
production. Not the demo.
We design and build AI agents that operate inside your real business processes. Connected to your systems, operating within defined guardrails, and maintained like production software.
The Challenge
Most AI tools are impressive in a demo and unreliable at 3am.
The gap between a convincing AI prototype and a production-grade agent is significant. Latency, error handling, fallback logic, observability, cost management, and safety guardrails all have to be designed and built. Most vendors do not tell you this during the sales process.
Building an AI agent that actually runs a business process requires the same rigour as building any other production system. It needs architecture, testing, monitoring, and a plan for what happens when the model behaves unexpectedly.
How We Think
Define the task before you build the agent.
We scope the agent's job precisely before we write a line of code. What it can decide. What it must escalate. What data it can access. Ambiguity at this stage becomes production incidents later.
Reliability over capability.
A narrow agent that works reliably is more valuable than a general agent that fails unexpectedly. We build for the 99th percentile, not just the easy cases.
Monitoring is not optional.
Every agent we build ships with logging, cost tracking, failure alerting, and a human-review pathway. You can see what it is doing and intervene when you need to.
What You Get
Agent Architecture
System design covering task scope, tool access, decision boundaries, safety guardrails, and escalation logic. Agreed and documented before any build work begins.
Agent Development & Integration
Production-grade agent built on your preferred LLM provider, integrated with your existing systems via API, with full error handling and retry logic.
Evaluation & Red-Teaming
Systematic testing across the expected task range and edge cases. Explicit adversarial testing for safety-critical workflows. No surprises in production.
Monitoring & Handover
Logging dashboard, cost monitoring, failure alerting, and runbooks for common failure scenarios. 60 days post-launch support included.
Why Avatar Studios
Agents that run your
workflows. Not just assist with them.
The person you meet is the person who builds it.
No handoffs to juniors. No account manager layer between you and the people doing the work. You get direct access to senior talent from day one to delivery.
Fixed scope, fixed price. No surprises.
We scope carefully before we start. You get a clear price and a clear delivery. If scope changes, we have a conversation about it. We do not just add it to the invoice.
Boutique agency speed, without boutique agency risk.
We are small enough to move fast and stay accountable, but experienced enough to handle complexity. You work with people who have built products, not just delivered briefs.
60 days
Post-launch monitoring and support. We stay involved until the agent is stable in production.
100%
Of agents include human-review pathways. Full automation where appropriate, escalation where necessary.
Yours.
Full source code, documentation, and IP transferred on delivery.
READY TO BUILD AI AGENTS THAT ACTUALLY WORK?
Tell us the process you want to automate and the systems involved. We will tell you whether an agent is the right solution and how we would approach building it.
Let’s scope a project together.