Agentic workflow prototypes
We design and test AI agents that can plan, route, summarize, classify, draft, escalate, and complete defined business workflows with human oversight where it matters.
Growth Figures Labs
Applied AI research for teams that need working prototypes, not AI theatre.
Growth Figures Labs helps organizations explore, validate, and operationalize AI capability before it becomes a full product or enterprise system. We build agentic workflows, internal AI tools, specialized model experiments, and proof-of-concept systems that answer one question clearly: should this become real infrastructure?
What Labs Builds
From AI idea to tested operating capability.
Labs is built for founders, operators, product leaders, innovation teams, and enterprises that need a practical path from AI ambition to measurable software.
Internal AI tools
We build AI copilots, knowledge assistants, document systems, reporting assistants, and operations tools for teams buried in manual coordination.
Model and data experiments
We evaluate prompts, retrieval, structured extraction, specialized models, and data pipelines against real business examples before committing to production spend.
Who it is for
For teams asking “can AI do this reliably?”
Labs is for organizations evaluating AI automation, AI product features, internal copilots, document intelligence, compliance review, customer operations automation, or workflow orchestration. The work is intentionally practical: define the use case, build the smallest meaningful version, test it against real inputs, and decide whether to harden, stop, or graduate it into Growth Figures Solutions or Products.
Search terms people use for this work include AI prototype development, AI workflow proof of concept, internal AI tools, agentic workflow automation, AI product discovery, and custom AI software development. Those are exactly the problems Labs exists to make concrete.
Working with Growth Figures
Bring us the workflow that’s costing you.
Bring us the workflow that’s costing you.
We’ll bring back a system that runs it.
Most of our engagements ship a working slice in three to six weeks and harden iteratively from there. Tell us what’s breaking and we’ll show you what we’d build.