All cases

Delivery velocity

Compressing multi-week delivery into days at Composio

Embedded with Composio, Plank engineers built their day-to-day workflow around Claude — collapsing three-to-four-week deliveries into four-to-five days, running scopes in parallel, and tightening QA with Chrome's MCP.

composio.dev
Composio product

Industry

AI agent infrastructure

Engagement

Embedded Plank pod

Core tool

Claude (Anthropic)

3–4 wks → 4–5 days

Delivery cycle

Parallel

Multi-scope execution

Unanimous

Team verdict

Composio builds integration infrastructure that lets AI agents act across hundreds of real-world tools. It is exactly the kind of fast-moving, high-surface-area product where the gap between a good idea and shipped code decides how quickly a team can move. For the Plank engineers embedded there, Composio has become a clear success story for what happens when Claude is woven through the entire workflow, not bolted on at the edges.

The challenge

Agent infrastructure is broad by nature: new connectors, new edge cases, and new customer scopes arrive constantly, and each one carries its own integration surface and its own testing burden. The bottleneck was rarely a lack of ideas — it was the throughput to design, build, and validate them fast enough to keep pace with the roadmap.

The team wanted to move on several fronts at once without letting quality slip, and without waiting weeks for any single piece of work to clear the pipeline.

Claude in the daily workflow

The most concrete result is speed. Deliveries that used to take three to four weeks now land in four to five days. Just as important, the team runs multiple tasks in parallel across different scopes, so progress no longer serializes behind a single engineer or a single branch.

That compounding effect — faster individual cycles plus genuine parallelism — is what turns a productivity gain into a change in how much the team can take on at once.

Beyond execution: creative and strategic work

Claude is not confined to writing code. It has become a go-to partner for creative and strategic work — a sounding board for brainstorming direction, framing problems, and pressure-testing decisions before they turn into commitments. The team also uses Claude Design to move faster from concept to interface, keeping design and engineering on the same short loop.

Quality, sharpened with Chrome's MCP

On the quality side, pairing Chrome's MCP with Claude has made testing faster and more precise. The combination lets engineers drive the real product surface, validate behaviour end to end, and catch bugs against actual UI rather than assumptions.

The payoff is tighter feedback: issues surface earlier, repro steps are concrete, and validation keeps pace with a delivery cadence measured in days.

The outcome

The verdict from the team is essentially unanimous: Composio shows Claude delivering value on productivity, creativity, and quality all at once. It is a working example of what an embedded Plank pod looks like when the AI stack is part of the daily rhythm — not a one-off experiment, but the default way the work gets done.

Stack

ClaudeClaude DesignChrome MCPParallel agent tasks

Put an embedded AI team on your roadmap

Forward-deployed engineers to deploy, AI-native engineers to build, and on-demand QA pods to validate, embedded with your team, starting the same day.