Research Agents
Agents that search, synthesize, and deliver structured insights from the web or internal data sources.
ScaleTeam Studio · Services
Six ways we make
software think.
No commitment · 24-hour response · 6 disciplines, one team
0Core Disciplines
6 wkAvg. Kickoff to First Release
0%Client Retention
Chapter 01AI Agents· Core Discipline
Agents that work while
your team sleeps.
Autonomous systems that act, decide, and execute — without human babysitting.
We design and deploy autonomous AI agents capable of executing multi-step workflows — browsing the web, reading documents, writing outputs, calling APIs, and taking actions — without a human in the loop. From single-task agents to multi-agent orchestration systems, we build for production reliability, not demos.
Content & Draft Agents
Automated writers for reports, emails, proposals, and documentation — with brand-consistent output.
Integration Agents
Agents that connect to your CRM, Slack, database, or API layer and take real actions on your behalf.
Multi-Agent Orchestration
Supervisor + worker architectures where specialized agents collaborate to solve complex tasks.
Tech Stack
LangChainLangGraphCrewAIOpenAI Tool UseAnthropic ClaudeNode.jsPython
Chapter 02LLM & RAG· Core Discipline
Your data, your models,
actually working.
Connect your product to the world's most powerful models — accurately, cheaply, reliably.
Off-the-shelf LLM APIs are powerful but naive. We build the retrieval, context management, prompt engineering, and evaluation pipelines that make them accurate and trustworthy in your specific domain. Whether that's RAG on your knowledge base, fine-tuning on your data, or a custom inference pipeline — we've done it in production.
RAG Pipelines
Retrieval-Augmented Generation: chunk, embed, index, and retrieve your data with precision. Cited, verifiable outputs.
Fine-tuning & Evals
Domain-specific model fine-tuning with rigorous evaluation harnesses to measure accuracy, hallucination rate, and latency.
Prompt Engineering
Systematic prompt design, few-shot libraries, and chain-of-thought architectures for consistent, high-quality outputs.
Cost Optimization
Caching strategies, model routing, and token optimization to cut inference costs 60–80% without quality loss.
Tech Stack
OpenAI GPT-4oAnthropic ClaudePineconeWeaviateLlamaIndexpgvectorPython
Chapter 03Product Engineering· Core Discipline
The engineering behind
the intelligence.
Full-stack web and mobile development. The scaffolding that holds your AI together.
Great AI is useless without great software around it. We build the full product layer — backend APIs, frontend interfaces, mobile apps, databases, infrastructure — that turns an AI model into a product people actually use and love. Node.js, React, Next.js, React Native. Built to scale from day one.
Backend APIs
Node.js and Python APIs with authentication, rate limiting, queuing, and real-time capabilities built in.
Web Frontends
React and Next.js applications with streaming AI responses, real-time updates, and smooth UX at any scale.
Mobile Apps
React Native iOS and Android apps with native performance and AI features like voice, vision, and on-device inference.
Infrastructure & DevOps
AWS, GCP, Vercel deployments. CI/CD pipelines, monitoring, auto-scaling for production workloads.
Tech Stack
Node.jsReactNext.jsReact NativeTypeScriptPostgreSQLRedisAWS
Chapter 04AI-Powered SaaS· Flagship
Your AI SaaS idea,
shipped in 6 weeks.
Zero to revenue, in one partnership. We co-build your AI SaaS from idea to launch.
This is our flagship engagement. We partner with founders and product teams to take an AI-native SaaS idea from whiteboard to paying users. We handle the architecture, the engineering, the AI layer, the infrastructure — you focus on the market. No project management overhead. Just a focused team that ships.
Architecture Design
System design, data model, API contracts, and AI architecture — documented before a line of code is written.
MVP in 6 Weeks
Working product with core AI features, authentication, billing, and basic analytics. Ready for real users.
Billing & Auth
Stripe integration, subscription tiers, usage-based billing, and secure auth (OAuth, JWT, SSO) — production-ready.
Analytics & Observability
Product analytics, AI cost tracking, error monitoring, and LLM observability dashboards from day one.
Typical Stack
Next.jsStripePostgreSQLVercelLangChain
Chapter 05Voice & Conversational AI· Core Discipline
Voice AI that doesn't
sound like a robot.
Voice agents that handle real customer calls. Natural, fast, reliable.
We build voice AI systems that handle thousands of customer calls with natural conversation flow. From IVR replacement to proactive outbound calling, our voice agents integrate with your phone system (Twilio, Vonage) and business tools to resolve issues 24/7.
Inbound Voice Agents
Handle support, sales, and scheduling calls with natural conversation and tool use.
Outbound Campaigns
Proactive appointment reminders, lead qualification, and customer check-ins at scale.
Chat & SMS
Multi-channel conversational AI that works across voice, web chat, SMS, and WhatsApp.
CRM Integration
Real-time integration with Salesforce, HubSpot, Zendesk, and custom databases.
Tech Stack
TwilioVonageWhisperElevenLabsGPT-4oNode.js
Chapter 06AI Consulting & Audit· Advisory
Cut through the
AI hype.
Strategic guidance on where AI creates real value — and where it doesn't.
Not every problem needs AI. We'll audit your product, workflows, and data to identify where AI creates genuine ROI — and where traditional software is the better choice. Get a clear roadmap with prioritized opportunities, effort estimates, and expected impact.
Product Audit
Review your existing product to identify AI integration opportunities with clear ROI.
Data Assessment
Evaluate your data readiness for AI: quality, quantity, labeling needs, and privacy considerations.
Roadmap & POC
Prioritized AI roadmap with effort estimates, plus a proof-of-concept to validate the approach.
Team Training
Upskill your team on AI fundamentals, prompt engineering, and responsible AI practices.
Deliverables
Audit ReportROI AnalysisRoadmapPOC
Ch 07Start something
Tell us what you’re building.
Six disciplines, one team. We'll show you how AI makes your idea 10× more valuable — and ship it.
We respond within 24 hours. No pitch decks. Just a real conversation.