AWS just put OpenAI's frontier models, Codex, and managed agents on Bedrock. Amazon Quick connects the rest of your tools and works on your behalf. Amazon Connect transforms whole business functions. None of it implements itself. We're an engineering studio that does — for mid-market operators in logistics, construction, industrial services, and field operations.
We're not resellers. We're the engineering team that does the work between an AWS product and your business. Mapping workflows, designing agent boundaries, writing the orchestration, integrating with your existing systems, training your team, and owning the production handoff. Each surface below is a real engagement we're equipped to deliver.
If you watched the AWS event and your first thought was "this would change how my operations team works, but who actually builds it?" — that's us.
We're a fit if some version of these is true:
Big enough that ops chaos is real. Small enough that one well-placed agent moves the whole curve.
Logistics, construction, industrial services, field service, manufacturing, professional services. If your business runs on phone calls, dispatch boards, or field photos, we know your world.
If your data is already in S3 or your ops are on EC2, we plug in. If you're cloud-agnostic and budget-flexible, we'll help you decide whether AWS is the right host for the agent layer.
The best Bedrock implementations start with a workflow an operator can articulate. If you can describe what your dispatcher / coordinator / project manager does in a minute, we can scope an agent for it.
We use the same engagement model whether the technology is a Next.js admin panel or a Bedrock Managed Agent. Real implementation, fixed scope, honest deliverables. The agentic-AI work just lives inside the same shape.
Two weeks. We map your operations, identify the 3–5 workflows where agentic AI creates real ROI, and produce a 90-day implementation plan with named AWS products, candidate models, integration points, and a clear estimate. No talk of "transformation." Specific scope, specific cost, specific outcome.
The implementation. Bedrock setup, agent design, model selection, evals, integration with your existing systems (Slack, ServiceNow, Salesforce, your custom dispatch board), human-in-the-loop boundaries, monitoring, and the production handoff. We build it, you own it — code in your repo, infrastructure in your AWS account.
Agents need maintenance the way no other software does. Models update. Prompts age. Edge cases emerge. Evals stop being representative. We retain a fractional engineering presence to keep your agents accurate, compliant, and aligned with how your operation actually changes over time.
The AI implementation market is full of firms positioned as everything to everyone. We're not. If you need any of the below, we're not the right firm and we'll tell you up front. The list exists because saying "we don't do X" is faster and more useful than discovering it three weeks into an engagement.
You buy AWS directly. We work for you, not for AWS. Our fees are engineering fees — no hidden infrastructure markup, no kickbacks routed through a partner program.
We work with AWS products every day. We choose to stay independent of the Partner Network so our recommendations aren't bent toward partner-program incentives. If your procurement requires a formal partner, we'll refer you to one.
We're 10 engineers, not 10,000. If your project needs three concurrent delivery streams, a global PMO, and a Big Four SOW, we're not the right shape. Our engagements are 1–3 workflows, deeply done.
The 14-day audit produces a written plan, but it's a plan with named products, named integration points, and a named timeline. Every engagement after the audit ships running software. Strategy without implementation is the failure mode of this industry.
We have experience across clouds and have shipped on all of them. But our agentic-AI practice is AWS-native by design, because AWS Bedrock is where the OpenAI partnership and the Connect family actually live. If you're committed to a different cloud, we can have an honest conversation about whether we're still a fit.
We did this work before AWS Bedrock made it 10× faster. The agentic moment didn't change what the buyer needs — it changed what we can ship and on what timeline. Three projects below give a sense of the operational depth we bring to the integration work.
Two native iOS apps connecting cattlemen with independent haulers. Bid-and-counter pricing, photo-proof handoffs, trust infrastructure for an industry that runs on handshakes.
Read the case study →AMPP-endorsed inspection platform serving 200+ organizations. Multi-year flagship. The kind of operational depth Bedrock now lets us build in months instead of years.
View work →Freight-side dispatch platform for the trucking industry. The ops chaos that Connect Decisions is now built to address — we built the predecessor by hand.
View work →