Our STARR Framework


Speed-to-Value

Through rapid prototyping

We quickly develop a proof-of-concept of your agentic workflow to show the value. Prototypes are built mirroring real-world challenges and keeping your production environment in mind—so what works holds up when deployed.

  • Quickly see value and identify challenges
  • Pick the right agent architecture
  • Critical for a scalable foundation

Tailor Agents

Via prompt engineering and RAG

We tailor each agent using advanced prompt engineering and knowledge augmentation techniques so outputs are accurate and relevant. This enables complex, multi-agent workflows that incorporate business-specific information into their responses.

  • Advanced prompting (CoT, ToT, ReAct)
  • RAG to supplement LLM knowledge
  • Improve output, reduce hallucinations

Arm Agents

With API, MCP, and custom tools

We arm agents with tools to make them very powerful—interact with real-time data, communicate with other platforms, take action—endless possibilities. We also add human-in-the-loop controls so critical actions require approval. Power with a peace of mind.

  • Tools (APIs, MCPs, etc.) for powerful workflows
  • Develop custom tools for your use case
  • Human-in-the-loop (HITL) for more control

Release and Refine

Learn, iterate, scale, repeat

After testing, adding autonomous triggers, and verifying accuracy, we deploy your workflow. Training and monitoring strategies to measure performance are implemented—helping us continuously evolve your workflow in a rapidly-changing AI environment.

  • Thorough QA and deployment
  • Training and monitoring strategies
  • Scale quickly as AI landscape evolves

Want to know how we apply our STARR framework to your workflows?

Let's chat

AI Agents We've Recently Built


Data Analyst

Multi-agent workflow that analyzes data to proactively deliver trends, insights, recommendations, and predictions—saving analyst hundreds of hours a month. Equipped with data enrichment, SQL generation, and evaluator agent tools. Runs autonomously based on KPI changes or real-world events.

Big Data
RAG
Enrichment Tool

Investor Pulse

Automatically tracks market movements, earnings reports, and relevant news to generate personalized investor updates—cutting down research and briefing time by 90%. Uses summarization, sentiment analysis, and RAG-enhanced content filtering to surface what matters.

Fintech
Real-time
Aggregator

Cart Rescuer

Multi-agent system that identifies abandoned carts, analyzes user behavior and intent, and triggers tailored win-back strategies—recovering up to 25% of lost revenue. Agents handle personalization, incentive recommendations, and cross-channel delivery across email, SMS, and chat.

E-commerce
Revenue Recovery

Data Analyst

Multi-agent workflow that analyzes data to proactively deliver trends, insights, recommendations, and predictions—saving analyst hundreds of hours a month. Equipped with data enrichment, SQL generation, and evaluator agent tools. Runs autonomously based on KPI changes or real-world events.

Big Data
RAG
Enrichment Tool

Investor Pulse

Automatically tracks market movements, earnings reports, and relevant news to generate personalized investor updates—cutting down research and briefing time by 90%. Uses summarization, sentiment analysis, and RAG-enhanced content filtering to surface what matters.

Fintech
Real-time
Aggregator

Cart Rescuer

Multi-agent system that identifies abandoned carts, analyzes user behavior and intent, and triggers tailored win-back strategies—recovering up to 25% of lost revenue. Agents handle personalization, incentive recommendations, and cross-channel delivery across email, SMS, and chat.

E-commerce
Revenue Recovery

Want to see how we can also help you save time and money?

Book Consultation

Built Around Your Business and Tech Stack


We understand that every organization has their own goals, challenges, and nuances—so we don’t believe in cookie-cutter solutions. Our framework is flexible and begins with a deep understanding of your requirements, data landscape, and success criteria to ensure every workflow is purpose-built for your business.

Being industry and platform agnostic, we can either integrate with your existing tech stack—APIs, data warehouses, CRMs, cloud platforms—or can recommend one that would be an ideal fit. And with in-house developers, we can create custom agent tools that enable AI workflows to be truly unique and powerful.

The result: agentic systems that feel native and deliver measurable value.

OpenAI
Anthropic
Gemini
Agentforce
Vertex AI
Azure AI Foundry
Snowflake
Databricks
Pinecone
n8n
LangChain
PydanticAI
OpenAI
Anthropic
Gemini
Agentforce
Vertex AI
Azure AI Foundry
Snowflake
Databricks
Pinecone
n8n
LangChain
PydanticAI
OpenAI
Anthropic
Gemini
Agentforce
Vertex AI
Azure AI Foundry
Snowflake
Databricks
Pinecone
n8n
LangChain
PydanticAI

We Build Your First Agent Prototype, for Free


We don’t believe in promising—we believe in proving. That’s why we offer to build your first agent prototype for free. It’s a working proof-of-concept, designed to show you what’s possible with agentic AI and why we’re the right team for your project. No risk. No commitments. Just a fast, collaborative way to see value and build trust—because we believe that’s how great partnerships start.

Build my Risk-Free Prototype

Want to Learn More?


Want to learn more or see if we’re a good fit? Fill out the form below and a real human from our team will be in touch (until the AI overlords say otherwise).

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