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Generative AI consulting

Generative AI consulting that ends in shipped software.

Most consulting ends at a deck. Gaper’s generative AI consulting ends at a deployed agent, we find where AI creates leverage, then build the first one with you.

Book a free AI assessmentWhat is an AI agent?
Map the workflowBuild the supervised agentSandbox, verify, go live
gaper · opportunity map
Support triage92
Invoice processing84
Lead enrichment71
Report drafting58
ranked by ROI × feasibilityship #1 first
In one sentence

Generative AI consulting helps you decide where and how to apply AI, then proves it: a prioritized, ROI-ranked roadmap plus a live production agent shipped during the engagement, with your team enabled to keep building.

Strategy + buildOne team
Ranked roadmapDeliverable
Live agentProof of value
EnablementYou own it
Why this matters

Strategy without delivery is expensive theater. We bring both: a clear thesis on where to apply AI, and the team to ship it.

Production filter
  • Does it touch real systems?
  • Can the outcome be measured?
  • Where does human approval stay?
  • Who owns it after launch?
Free AI assessment

Book a free assessment. We will identify one high-leverage workflow, make the build-vs-buy call, and scope the smallest production release.

Map your first production agent
How we work

From strategy to production, owned by your team.

  1. 01

    Map the workflow

    We start from the documents, SOPs, portals, inboxes, and spreadsheets your team already uses, then turn the repeatable path into an agent workflow map.

  2. 02

    Build the supervised agent

    We build on OpenAI, Claude, Gemini, or the right model for the job, with evals, guardrails, citations, and human approval gates where risk matters.

  3. 03

    Connect the stack

    The agent gets the data layer, APIs, MCP tools, auth, and write-backs it needs to finish work inside your systems, not beside them.

  4. 04

    Sandbox, verify, go live

    We launch in a sandbox, verify every run, then move into supervised production with traces, rollback, and an owner.

What we build

Agents wired into the systems you already run.

Opportunity mapping

Score your workflows by leverage and feasibility, a ranked roadmap, not a wish list.

AI readiness

Data, security, and integration gaps surfaced before they bite.

Build-vs-buy

Honest calls on where to buy a product and where custom wins.

Vendor & model selection

Which model, platform, and tools fit each use case, and which to avoid.

Proof of value

A real, scoped agent in production, not a sandbox demo.

Risk & compliance review

Governance, data handling, and policy patterns that pass legal and security.

Governance design

Policy, risk, and human-in-the-loop patterns that scale.

Team enablement

We leave your team able to build the next ten without us.

The deck and the deployment

You get a clear, prioritized AI roadmap, and the team to ship the first item on it. Strategy you can act on immediately, because the people who wrote it build it.

  • Prioritized by ROI and feasibility
  • A live agent by the end of the engagement
  • Your team trained to continue
Opportunity map
Support triageInvoice exceptionsLead enrichmentKnowledge agent

We measure ROI, not vibes

Every recommendation carries an expected impact and a way to verify it. The proof-of-value agent ships with instrumentation, so the business case is evidence, not enthusiasm.

  • Impact estimate per opportunity
  • Instrumented proof of value
  • Decisions backed by data
Proof of value
-42% cycle time31% fewer escalations2.8x ROI signal

Your team leaves able to build

Consulting that creates dependency has failed. We pair with your people and document as we go, so capability stays in-house after we’re gone.

  • Hands-on pairing
  • Documented patterns and playbooks
  • No lock-in
Enablement plan
Support triageInvoice exceptionsLead enrichmentKnowledge agent
Model and stack agnostic
OpenAIClaudeGeminiMCPSnowflakeDatabricksLangGraph
FAQ

Questions buyers ask us.

What is generative AI consulting?+
Advisory work that helps you decide where and how to apply generative AI. Gaper goes further than advice: we ship a working agent as proof of value within the engagement.
Do you only advise, or also build?+
Both, and that’s the point. The same team that maps the opportunity builds the first agent, so strategy never gets lost in handoff.
What does a consulting engagement include?+
A prioritized opportunity roadmap, an AI-readiness and risk assessment, a build-vs-buy call per use case, and a live proof-of-value agent, plus enablement for your team.
How do you decide build vs buy?+
We assess fit honestly: if an off-the-shelf product covers the workflow, we’ll say so. Custom is for when integration, control, or differentiation demand it.
How long is an engagement?+
Typically a few weeks to a ranked roadmap plus a shipped proof-of-value agent, fast enough to build momentum, scoped after a free assessment.
Do you implement what you recommend?+
Yes. Unlike advice-only firms, the team that writes the strategy can build and deploy it, so you’re never left holding a plan you can’t execute.
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Production AI agents, shipped with an owner

Ready to deploy your first agent?

Book a free 30-minute assessment. We'll map the highest-leverage workflow and scope the smallest thing worth shipping, live in as little as 24 hours.

Build, deploy, runYour cloudYou own the code