Workflow map
Inputs, people, steps, tools, handoffs and the output that matters.
Client brief / Independent AI implementation
Make your AI tools
work together.
Connect a recurring business process, capture reusable instructions and help your team run it with a clear owner and acceptance checks.
- Ecommerce operations & creative teams
- Europe & North America
- Remote, in English
Where work
gets stuck.
- Product facts and brand instructions are repeated across tools.
- People move files by hand and lose track of review decisions.
- A useful AI experiment has no clear operating owner or handover.
Start with one focused assessment.
Bring one workflow and its two main systems. A paid assessment turns the bottleneck into a clear decision before implementation.
Up to 5 representative examples · 45-minute working session · 30-minute decision call · 1 consolidated factual correction round
Evidence sheet
Observed facts, estimates and unknowns, with a practical measurement plan.
Feasibility note
Capabilities and access constraints for two systems, manual steps and checks still needed.
Decision & pilot outline
Build, adjust or stop, with a proposed boundary, dependencies and acceptance checks.
The assessment stands on its own; your team can use it with another provider. Implementation, live production integration and third-party software charges are separate. Fees, dates and acceptance are agreed in writing before paid work begins.
From a decision to a working process
A small first engagement.
A practical way forward.
If a pilot is useful
1 workflow · up to 2 named connections
1 environment · up to 5 pilot users
Build the agreed segment with human review, failure handling, evaluation records and an operating guide. A company-specific Codex Skill can capture reusable procedures.
Each connection lists its permitted operations. Production release is an explicit scope decision. Handover includes a designated person running a task and handling an agreed exception.
Further improvements and team enablement receive their own monthly scope and allocation.
Bring to the first discussion
- One recurring task, its bottleneck and the result you want to improve.
- The two main tools and up to five permitted, redacted examples.
- A workflow owner and a technical contact who can confirm access.
- Your time zone, possible meeting times and decision process.
Start with a general description. Keep confidential data, passwords and production credentials out of the enquiry.
See the process. Inspect the work.
Try the synthetic workflow demo
Explore input checks, review decisions and recovery steps using sample assets and simulated services. No live integrations. This is a demonstration, not a client result.
- IBM MCP Context Forge #6049Preserve catalog data after empty OAuth discovery results.
- Tencent AI-Infra-Guard #680Retain remediation guidance in valid SARIF reports.
- ByteDance FlowGram #1200Correct workflow serialization after node movement.
These are independent open-source contributions, not customer engagements or endorsements. AI-assisted tools are part of the engineering workflow. Read the anonymous delivered workflow account.
Which workflow would you change first?
A short fit discussion establishes whether a paid assessment is useful. Scope and commercial terms follow before paid work starts.
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