Beyond Chatbots: Autonomous Agents
We build agents that don‘t just talk—they do work. By giving LLMs access to tools and memory, we create digital employees.
Tool Use & APIs
Connect your agent to Stripe, HubSpot, Linear, or your internal APIs. The agent creates the JSON payload, executes the request, and handles errors.
Planning & Reasoning
For complex queries, we use "Chain of Thought" prompting. The agent breaks down "Research competitor pricing" into 5 distinct sub-tasks.
Long-Term Memory
Agents remember user preferences across sessions using vector databases (Pinecone/Milvus), creating a personalized experience.
“Vibe Coding“ is not Engineering.
You cannot deploy an AI product if you don‘t know how it fails. We implement rigorous Evaluation Pipelines (Evals) to ensure reliability.
- Automated Unit Tests for Prompts
We run 100+ test cases on every prompt change to check for regression.
- Adversarial Testing (Red Teaming)
We actively try to jailbreak the model to ensure it refuses harmful requests.
- Metric-Based Scoring
We track Answer Relevancy, Faithfulness, and Hallucination rates numerically.
Multimodal Capabilities
Text is just the beginning. We build systems that can see, hear, and speak.
Vision & Analysis
Upload invoices, receipts, or architectural blueprints. We extract structured data from pixels.
Voice Agents
Real-time conversational voice bots (using Gemini Live or OpenAI Realtime API) for phone support.
Structured Output
We guarantee JSON outputs. Perfect for generating charts, UI components, or database records.