We have walked this path hundreds of times with leaders and organizations. Loka’s Forward Deployed Engineering (FDE) teams embed within your team or product, under your constraints from day one, and ship one agentic use case to production on AWS in weeks. You get a solution running under real governance, on real data, materially faster, with compliance artifacts your risk team can review.
As a charter member of the AWS FDE Pilot, we work with AWS to design and ship inside a governed AWS harness. When we step back, your company keeps the system, the engineers' context and a working Agentic AI solution with outcomes you can measure.
"With AWS and Loka, we were able to continue to build our great product and test it while our core services continued to run flawlessly."
What we take to production
A few of the use cases we can move on quickly.
Multi-agent workflows with Strands and Bedrock AgentCore
Agentic workloads moved to Amazon Bedrock from OpenAI or the Claude API
Contact center agents on Amazon Connect
Document intelligence and decision agents for Financial Services
Clinical and FHIR data agents for Healthcare
Bio discovery and BioML pipelines for Life Sciences
How It Works
Embed and
assess
Scorecard, use case, production plan, and coding agent choice (Kiro, Claude Code or Codex on Bedrock).
Build with
AI-DLC
Your engineers, our FDE pod, and the right coding agent working as an engineer on your team, shipping inside a governed harness.
Prove and
hand over
Trust in production. Evaluation, observability, security, policy controls and human control, then deployed and yours to run.
What Loka’s FDE engagement looks like
An AI wealth advisor for every customer.
Vestmark powers portfolio management for wealth advisors and the firms they serve. Loka built and launched an AI Advisor Assistant on Claude that works inside Vestmark's regulated advisory platform, and it is now live in production for all of Vestmark's customers.
One Agentic AI use case in production on AWS
A working solution built on Amazon Bedrock, AgentCore, Strands Agents, or another suitable stack, with an agent-operations layer, infrastructure as code and an operating manual as scoped.
Built for your industry
Industry lenses overlay regulatory and domain-specific guidance (HIPAA, GxP, SR 11-7, PCI, as applicable), with human approval points and documented decisions defined for your use case.
Compliance artifacts your risk team can review
Responsible AI review, model card, guardrails, evaluation results, and incident runbooks, as applicable to the engagement.
A team equipped to continue
Knowledge transfer, reusable specifications and context, and before-and-after delivery benchmarks help your team maintain the solution and approach future use cases independently.
Our FDE engineers hold AWS FDE Validated and FDE Advanced credentials.
Start where you are
Every stage has an AWS-funded pathway.
Discovery
Maturity scorecard, prioritized use cases, and roadmap.
Workshop/PoC
A working prototype and an adoption roadmap.
Pilot to production
A governed system in production, with Infrastructure as Code (IaC) and an operating manual.
Operational review
AI operations, resilience, and a blast-radius map.
More than 100 companies, from startups to enterprises, have partnered with Loka for AI and Agentic implementation on AWS.
