Our STARR Framework


Speed-to-Value

Through rapid prototyping

We rapidly develop proof-of-concepts for your agentic workflows to showcase the value quickly. Prototypes are built mirroring real-world challenges and keeping your production environment in mind—ensuring everything 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 allows for complex, multi-agent workflows that incorporate your business and domain-specific context and nuances.

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

Arm Agents

Via APIs, MCPs, and custom tools

We give agents the ability to interact with real-time data, communicate with third-party platforms, and autonomously take action to make them even more powerful. We also add human-in-the-loop controls so critical actions require approval, ensuring power with 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’ll deploy your agentic workflows into production. Once live, agent performance is constantly scrutinized using observability and evals—helping us evolve your workflow in the rapidly-changing world of AI.

  • Thorough QA and deployment
  • Observability and evaluations
  • React quickly as AI landscape evolves

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

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Recent AI Agents We've Deployed


Data Analyst

Analyzes data to proactively deliver trends, insights, recommendations, and predictions—saving hundreds of hours in manual work for analytics teams each month. Equipped with SQL generation, data enrichment, and evaluation tools. Runs autonomously based on set schedules, KPI changes, and real-world event triggers.

Analytics
Big Data

Cart Rescuer

Automatically identifies when shoppers abandon their carts, analyzes user behavior/intent, and triggers tailored win-back strategies—recovering up to 35% of lost revenue. Agents handle personalization, incentive recommendations, and cross-channel delivery across email, SMS, and chat.

E-commerce
Revenue Recovery

Outreach Engine

Autonomously discovers high-value leads at target companies, enriches their profiles with real-time data, and sends personalized outreach across email and LinkedIn—saving sales teams hours of manual work every week. Includes intelligent follow-up sequencing and meeting scheduling to maximize conversion rates.

Lead Generation
Sales Automation

Churn Predictor

Identifies at-risk customers before they leave—reducing churn by up to 40%. Combines behavior analysis, usage tracking, and sentiment monitoring to flag early warning signs of disengagement. Equipped with personalized retention strategies to helps teams proactively re-engage high-risk accounts and boost LTV.

Customer Retention
Predictive

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
Market Research

Trend Curator

Analyzes customer behavior, product performance, and social trends to surface personalized merchandising recommendations at scale—cutting curation time by 80%. Combines trend forecasting, RAG from social and internal sources, and inventory-aware product suggestions for precise targeting.

Merchandising
Personalization

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

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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, etc.—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

Prototype Your First Agent 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?


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