For AI automation agencies and implementation partners
Ship client agents without rebuilding context infrastructure
Skip building context ingestion, sync, retrieval, and access for every client. Set them up on their own Wire account and walk away clean when the work ends.
The infrastructure tax on every engagement
Where the margin actually goes
Every engagement starts at zero
Each new client means standing up ingestion, sync, retrieval, and access again. Weeks of plumbing before the agent does anything useful.
Bespoke pipelines per client
Different file types, different sources, different update cadences. The agent is the deliverable. The pipeline is the tax that keeps growing.
Handoff risk
When the engagement ends, the client inherits a custom stack only you understand. Maintenance becomes painful, renewals awkward.
Maintenance trails you forever
Each client's bespoke stack is yours to support. Wins on one project rarely transfer, and old work compounds into maintenance debt.
The substrate you stop rebuilding
Wire handles ingestion, sync, retrieval, and access. The same primitives that would otherwise eat the first three weeks of every engagement. Your team integrates the agent through MCP and a drop-in SDK connect flow. The same integration pattern runs against every container, no matter who owns it.
- Build the agent integration once, reuse on every client
- Predictable infra cost across engagements, not custom per-project plumbing
- Standard MCP and REST surface every agent connects through
- Onboard new engineers without ramping them on a bespoke RAG stack
- Differentiate on the agent, not on the infrastructure
Three engagement shapes
Pick the one that fits the work.
Join the client's account
Your team joins the client's Wire account as admin, sets up a container for the agent use case, and builds against it. When the work ends, your team leaves the org. Best when the agent needs live connections to the client's own systems.
Build it, transfer it
Build a container in your own account, then transfer it to the client when it's ready. Data and structure move with the transfer. Best for delivered artifacts: web-scraped knowledge bases, curated content libraries, processed historical data.
Client handles it themselves
The client owns and operates their own container. Your team plugs an agent into it through MCP and walks away with the integration done. Best when the client wants to run the substrate independently.
Common questions
Who should own the Wire account?
What actually transfers when I hand off a container?
Can I work on multiple clients from one place?
How do I price Wire into a client engagement?
Does the client have to learn Wire to use the agent?
Learn more
Patterns and pitfalls when building agents on top of context.
Article
Why MCP failures are a context engineering problem
New research analyzed 3,282 MCP bug reports across GitHub. The patterns reveal a context delivery problem, not a protocol problem. Here's what it means.
Article
RAG Is Not Enough: When Retrieval Fails Your AI
RAG is a context-building strategy, not magic. Research shows 70% of retrieved passages miss the mark. Here's why naive retrieval fails and what works.
Article
One job per tool: why adding wire_navigate cut agent calls 24%
We restructured Wire's MCP surface from 2 overloaded tools to 3 single-purpose ones. The counterintuitive result: adding a tool cut total calls 24%.