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AWS-powered Agentic AI — outcomes that hit revenue, not busywork

AI systems that automate your operations and increase revenue

Focus20 Labs builds AWS-powered Agentic AI systems that reduce manual work, improve conversion, and help your business scale faster.

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How we ship

Built on AWS Production-grade Systems thinking
The problem

Your growth is limited by manual operations

Your team is stuck on repetitive work, disconnected tools, and slow handoffs.

  • Leads are not followed up instantly
  • Customer queries wait on people instead of systems
  • Decisions happen without real-time operational insight

That friction shows up on the P&L — not just in your inbox.

Most businesses don't have a "tech" problem. They have an operations problem — manual processes, fragmented tools, and workflows that don't scale.

The solution

We implement AI systems that actually run your workflows

We don't bolt on a chatbot and call it done. We build Agentic AI on AWS that understands context, decides, and completes work across your tools.

  • Understands incoming data from CRM, support, and ops systems
  • Makes decisions within the guardrails you define
  • Executes tasks across apps — logging, updating, notifying, escalating

So operations run faster with less manual effort — and your team focuses on revenue.

What this means

Built to move revenue and cost — not slide decks

Every engagement is scoped around measurable business outcomes, not novelty demos.

Faster response

More conversations converted, fewer dropped leads.

Automated follow-up

Pipeline stays warm without hiring another coordinator.

Less manual work

Lower cost per order, ticket, or campaign.

Better visibility

Leaders see what's working while it's happening — not next quarter.

Smarter upsell paths

Context-aware nudges at the right moment — without another headcount.

Audit-ready execution

Every automated step is logged so compliance and QA stay sane as you scale.

One concrete example

AI-powered operations — end to end

A single story beats ten feature lists. Here's the shape of what we implement.

  1. Inquiry arrives — email, form, or chat.
  2. AI understands intent and pulls the right context from your systems.
  3. Responds instantly with an on-brand, accurate answer or next step.
  4. Updates CRM & triggers follow-up — tasks, owners, and timelines stay in sync.
  5. Your team only steps in when it matters — escalations, exceptions, high-value accounts.

More conversions. Less manual effort. Clear audit trail.

Deeper technical write-ups →

Unrivaled Expertise

Architecting Enterprise Resilience

Focus20 is not a generic IT agency. We are a premier boutique engineering "seal team" trusted by Fortune 500 institutions. Our enterprise clients deploy us when complex, mission-critical Azure to AWS migrations stall out, or when they need to securely weave state-of-the-art Agentic AI (LLMs, RAG, ReAct) natively into their backend systems. We engineer fault-tolerant, high-concurrency systems built exclusively for vast scale.

Cloud & Infrastructure Modernization

We execute zero-downtime, highly structured migrations ensuring robust security, sub-millisecond latency, and optimal FinOps cost structures.

  • Azure to AWS Specialization: seamless transition of AKS to Amazon EKS, and SQL Server to Amazon Aurora PostgreSQL.
  • Event-Driven Microservices: Refactoring monolithic legacy apps into decoupled serverless architectures (AWS Lambda, EventBridge, SQS/SNS).
  • Multi-Region High Availability (HA): Designing active-active routing (Route53) and cross-region disaster recovery (DR) with RPO/RTO < 5 minutes.

Autonomous "Agentic" Engineering

Going beyond conversational chatbots to deploy read/write, multi-step Reasoning & Acting (ReAct) agents that execute complex business logic securely.

  • Terabyte-Scale RAG: Vector database routing (Pinecone/AWS OpenSearch) with hybrid semantic/keyword search for instant proprietary data retrieval.
  • Multi-Agent Orchestration: LangGraph and AWS Step Functions coordinating specialized AI agents (Auditor, Coder, Researcher).
  • Tool Calling & API Mutators: Securely granting LLMs the ability to read from SAP/Salesforce and execute approved database mutations.

Zero-Trust Security & Compliance

Enterprise-grade Data Loss Prevention (DLP) and strict Identity & Access Management (IAM) built natively into every environment.

  • LLM Prompt Protection: Guardrails and deterministic firewalls against prompt injections, jailbreaks, and sensitive PII leakage.
  • Zero-Trust Architecture: Micro-segmentation, AWS PrivateLink, and rigorous RBAC integration with Microsoft Entra ID / Okta.
  • Compliance Automation: Continuous auditing pipelines for SOC2 Type II, HIPAA (HealthLake), and PCI-DSS environments.

Performance & Outcome-Driven

We do not charge for "effort." We engage via fixed-bid, milestone-based, and performance-linked models tied directly to your ARR and margin improvements.

  • FinOps Optimization: Guaranteed 30-40% reduction in cloud spend through spot-instance orchestration and right-sizing.
  • Velocity Acceleration: Slashing CI/CD deployment times from hours to automated, zero-touch minutes.
  • Quantifiable ROI: Autonomous pipelines tied to revenue recovery and margin — measured, not assumed.
Go deeper

Explore insights, read the detail

Head to the blog to browse topics, search the timeline and playbooks, then open each article for detailed insights—diagrams, trade-offs, and implementation notes you can use in production.

Agentic workflows on AWS

Design patterns for resilient agents.

Read →

Azure → AWS migration

Zero-downtime moves we actually run.

Read →

Explore the blog & detailed insights →

Find where AI can unlock revenue in your business

We'll review your workflows and pinpoint the highest-impact opportunities for automation and growth — no fluff, no generic slide template.

Schedule video call Review the example again

Primary contact: hello@focus20labs.com