PROOF OF CONCEPT

Proof of concept that proves value and prepares delivery

CT Labs builds AI and agentic proof-of-concept projects tied to a single workflow and measurable outcomes. Each engagement includes evaluation, integration planning, and a delivery path into AI buildouts and AI production rollouts.

INCLUDES

What a proof of concept includes

A proof of concept is a focused build that validates a workflow in a real environment and produces decision-grade results.

Workflow definition

Workflow definition and acceptance criteria aligned to measurable outcomes.

Data and integration

Data sample and integration plan for real environment validation.

Model approach

Model approach and multi-model consulting guidance when routing matters.

Evaluation plan

Evaluation plan and baseline measurement for quality tracking.

Prototype delivery

Prototype delivery with a clear demonstration path.

Buildout recommendations

Recommendations for buildouts and deployment next steps.

Agentic proof of concept

An agentic proof of concept fits workflows that require multi-step execution and tool use.

Tool access plan and permissions
Approval steps and escalation paths
Audit logs and traceability
Evaluation of accuracy, time saved, and quality
DELIVERABLES

What you receive

Working prototype aligned to one workflow
Evaluation results and recommended metrics
Integration plan and target architecture outline
Roadmap into AI buildouts and production rollouts
Risk and governance considerations
USE CASES

Typical use cases

Ticket triage and response drafting connected to knowledge sources
Document intake and extraction supported by multi-modal consulting
Internal knowledge workflows across docs and tools
Sales workflow support connected to CRM and communication tools
Agentic workflows for research, approvals, and multi-step execution
GET STARTED

Validate a workflow and accelerate delivery

Share the workflow, data sources, and desired outcomes. CT Labs replies with a proof-of-concept scope and success metrics.

Get in touch