Agentic AI on AWS — Multi-Agent Workflow Build by Ibexlabs

Build production-grade agentic AI systems on AWS — without the 18-month research detour.

What you get Ibexlabs designs, builds, and deploys multi-agent workflows on Amazon Bedrock that automate complex, judgment-heavy business processes — customer support triage, financial ops, knowledge work, IT operations, and revenue operations. We deliver a working pilot in 6 to 10 weeks, integrated with your data sources, your identity perimeter, and your existing AWS estate.

Why agentic AI, why now Single-prompt LLM apps plateau. Real productivity gains come from agents that plan, call tools, hand off to specialist agents, remember context across sessions, and escalate to humans on the right edge cases. Amazon Bedrock — with Bedrock AgentCore, Strands Agents, and Amazon Q — gives you the building blocks for governed, multi-tenant agent systems on infrastructure you already trust.

What we deliver

• Discovery & opportunity sizing — workflow inventory, ROI model, and prioritized agent backlog.
• Reference architecture on AWS — Bedrock + AgentCore, knowledge bases (Amazon OpenSearch / Aurora pgvector / Kendra), tool integrations via API Gateway/Lambda, identity via IAM Identity Center / Cognito, observability via CloudWatch + custom traces.
• Multi-agent workflow build — orchestrator + specialist agents with planning, tool use, memory, and structured handoffs. Frameworks: Strands Agents, LangGraph, or AWS-native AgentCore — chosen to match your team’s skills.
• Guardrails & governance — Bedrock Guardrails, PII redaction, prompt-injection defense, audit trails, content policies, and human-in-the-loop checkpoints on high-risk actions.
• Evaluation & observability — automated eval suites (correctness, faithfulness, latency, cost), red-teaming, and live dashboards for accuracy, deflection, and unit economics.
• Pilot deployment — running in your AWS account, integrated with one production workflow, with a runbook for ops and a roadmap for scale.

Outcomes our clients see

• 30–60% reduction in handle time on knowledge-work tasks (support tiering, document QA, ops triage).
• Hours of human review compressed into minutes, with auditable agent traces. Clear go/no-go signal in the pilot — backed by data, not vibes — to scale or stop.

Who this is for

• Mid-market and enterprise teams (500–10,000+ employees) with a real workflow problem and the data to support an agent.
• Digital-native / SaaS companies embedding agentic capabilities into their own products.
• Regulated buyers (financial services, healthcare, public sector) who need governed, on-AWS agent systems with full audit trails.

Why Ibexlabs

• AWS Premier Tier Services Partner with AWS AI Services competencies.
• 100% AWS-focused — no platform conflicts, deep Bedrock and Amazon Q expertise.
• Engineering-led delivery — most engagements ship a running pilot in your account, not a slide deck.

How to engage Click “Contact us” on this listing. An Ibexlabs solutions architect will respond within one business day with a 30-minute discovery call and a written scoping summary. Pricing is delivered via AWS Marketplace Private Offer once scope is confirmed — payable through your AWS bill so it counts against your AWS commit (EDP).