Define the work
Choose the task, permitted sources, expected output and person responsible for review.
Run tasks with agents. Review the results.
ContactLab brings instructions, sources and rules together in reusable workflows. The team supplies the inputs for each task and reviews the result alongside the execution records.
From task to reviewable result
Prepare the run
Define the files, systems and tools involved. Agree access and the points that require a human decision.
Review and reuse
Inspect the output files and available records. Use the review to adjust the workflow and prepare future runs.
Applications at any maturity stage
Experiment → Review → Standardize → Automate. Competitive research, commercial preparation, document review, support and content can enter the maturity cycle at any stage. The scenarios are demonstrative, prepared by ContactLab; they are not customer case studies. The availability of a demonstrable run is confirmed when scheduling. Results from these scenarios are not presented as customer gains.
ExperimentReviewStandardizeAutomate
Availability and limits
Implemented for experiments
Claude Code, OpenAI Codex, Qwen Code and Google Antigravity. Agent choice is one part of configuring the work.
Designed
The design includes human approval during execution. This capability still needs a specific demonstration. Reviewing the final result is a separate step.
To validate in the pilot
The selected combination, access, integrations and organizational criteria. Time, quality and cost improvements need measurement against the starting point.
Advance adoption with verifiable decisions
Leadership, Business, Security, Compliance, Platform and user teams define expected value, people’s preparation, data, rules and outcome measures. Execution evidence helps them decide the next step.
See a run and its records
In the 30-minute meeting, we present a live or previously prepared run: inputs, output and available evidence. Then we discuss your workflow and what the pilot needs to validate.