Embedded FDE
Specialist engineering embedded in your existing team and customer delivery workflow.
Enterprise delivery partnerships
Forward-deployed engineering. Accountable for outcomes, not hours.
Your customer relationship stays yours. Agency FTW embeds specialist builders alongside your practice to turn complex AI initiatives into governed, production-ready systems with independently verified outcomes.
Where we plug into your team
Frontier engineering pod
A bounded cross-functional team accountable for a defined production outcome.
Production rescue
Unblock stalled agent integrations, reliability, governance, and deployment.
AI factory partnership
Repeatable multi-client delivery with shared operational and verification standards.
From delivery gap to verified result
01
Discovery
Identify the delivery blocker, customer constraints, and the production outcome worth pursuing.
02
Scope and approval
Agree acceptance tests, commercial terms, access boundaries, and decision owners before work starts.
03
Delivery
Embed in your workflow, build the integration, and report progress, risks, and decisions.
04
Independent verification
Have a reviewer outside implementation check the evidence against agreed acceptance criteria.
05
Handoff
Transfer runbooks, recovery steps, ownership, and agreed support responsibilities to your team.
Production engineering, not prototype theater.
We work across agent runtimes, model providers, APIs, MCP tools, workflow automation, cloud deployments, evaluation, observability, and reliability. Architecture and provider selection follow the customer's requirements rather than a fixed vendor stack.
Your boundaries. Explicit controls.
Agree on customer ownership, white-label or co-delivery terms, access scope, human approvals, security expectations, evidence, acceptance criteria, and operational handoff before execution. No unverified certifications or delivery guarantees.
Illustrative integration scenarios
Start with the workflow your customer needs.
These examples describe work we can scope together. They are not customer results, vendor endorsements, or certification claims.
AWS / Bedrock AgentCore
Connect a customer workflow to approved APIs and data. Scope identity, deployment, tool permissions, and operational traces.
What we would verify
Verify access boundaries, failure recovery, and release criteria in the agreed environment.
Claude / Anthropic
Integrate Claude into a document or operations workflow with scoped MCP tools, explicit approval checkpoints, and evaluation cases.
What we would verify
Check tool permissions, escalation behavior, and output quality against the customer's test set.
Google Cloud / Gemini
Connect a Gemini workflow to approved enterprise data and applications with access controls and operational monitoring.
What we would verify
Test grounding against agreed sources, denied-access behavior, and the handoff runbook.
Where collaboration starts
Built for practices that already own the customer relationship.
Illustrative engagement scenarios—not customer case studies or claimed partnerships.
AWS and cloud consultancies
Your team owns cloud strategy and the account. We can support scoped Bedrock AgentCore integrations, identity, deployment hardening, and production verification.
Discuss a client opportunity →AI practices and integrators
You own solution direction and stakeholder alignment. An embedded engineering pod can address orchestration, MCP tools, evals, observability, and release readiness.
Add delivery capacity →MSPs and security specialists
Extend existing operational relationships with governed AI workflows, explicit access boundaries, human approvals, and measurable handoff criteria.
Explore co-delivery →Illustrative delivery blueprint
Embedded in your team. Governed by your rules.
An example engagement architecture, not a claim about a completed customer deployment. Actual boundaries and integrations are agreed during scoping.
01 · Customer environment
Your systems and owners
Customer repositories, cloud accounts, APIs, data, identity, and approval authorities stay under agreed control.
02 · Embedded FTW delivery
Specialist engineering pod
Scoped access, implementation plans, agent and tool integrations, tests, traces, and incident escalation.
03 · Verified outcome
Evidence and handoff
Acceptance tests, deployment evidence, runbooks, known risks, ownership transfer, and operational follow-through.
Illustrative artifact · Not a customer result
What a verified delivery receipt can look like
Outcome
Approved workflow deployed to agreed environment
Acceptance
Test cases and customer sign-off criteria documented
Controls
Tool permissions, escalation, and audit evidence recorded
Handoff
Runbook, owner, and recovery steps acknowledged
This sample describes the proposed evidence format; it does not represent completed work or a performance guarantee.
A partnership designed around customer trust
Customer and IP ownership
Customer relationships remain with the partner. Deliverable ownership and licenses are defined in the signed agreement.
Confidentiality and access
Agree on NDA requirements, scoped credentials, least-privilege permissions, retention, and approved data handling before access.
Delivery authority
Name decision owners, approval checkpoints, escalation paths, and changes that require renewed authorization.
Outcome-based commercial terms
Define the acceptance criteria, release window, dependencies, scope upgrades, and post-release responsibilities in writing.
Delivery partner intake
Frame a real customer challenge
Choose the context and we will carry a structured brief into the existing secure contact journey. Do not include credentials or customer-sensitive data.
Bring us the hard part.
Tell us what is blocked, what production success looks like, and how your team wants to work together.
Start the conversation →