Engagement letter

AI agent consulting · one process at a time

AI agent consulting for firms that want to grow without hiring.

An AI agent consultant decides which recurring work an AI agent should take on, builds it in your tools and keeps it running with your team. Some firms call the same role an AI automation consultant. The answer may be a better-organized process, a focused build, or no AI at all.

Prepare my briefFree. Three questions, no account.
  1. Diagnose: one process, a written recommendation.

    DecisionProposals: continue. Invoicing: fixed without AI.

  2. Test: a bounded version on your real examples.

    DecisionHeld on twelve past cases. Build.

  3. Build: in the tools you already use.

    DecisionScope and approval points signed by the partner.

  4. Operate: your team approves, we maintain.

    DecisionRunning every day. Every send approved.

  5. Improve: every correction feeds the next version.

    DecisionNext process: meeting preparation.

Decisions in the margin: a fictional engagement.

Accepted byPrepare my briefFree. Three questions, no account.

Published case, Asia-Connect Executive Partners: 755 executives contacted, 139 qualified meetings in 3 months, 0 messages sent without approval. Read the case

What do AI agent consulting services include?

What an AI agent consultant does

An AI agent consultant turns one recurring piece of work into an agent your team can check. That means choosing the task, naming the sources the agent may read, writing the rules it follows and deciding where a person approves. Then the agent runs on real cases before anyone relies on it. A software vendor sells you the tool. The consultant answers for whether the work gets done.

Which firms it suits

We work with owner-led B2B service firms where the founder's time is the bottleneck: consulting practices, executive search, M&A advisory and interim management. The fit is recurring, text-heavy work such as proposals, meeting preparation or client follow-up that a partner still rebuilds by hand. If someone in your team can configure and maintain a tool, you may not need a consultant at all.

How an engagement with AI Jungle runs

  1. Leverage Assessment. We study the work and return a human-reviewed recommendation, alternatives and an action plan. It can recommend a build, a process change or no AI.
  2. First build. If a build is justified, we install the first workflow in your tools with its review points and test it with the colleague who will run it.
  3. Partnership. Our team operates and maintains the workflow, trains your people and reviews its performance with you. Your team keeps approval of anything that leaves the firm.

Scope, fees and exit terms for each step are on the Leverage Assessment and Partnership pricing page.

One published example: at Asia-Connect Executive Partners, AI Jungle installed and operates a business-development agent. 755 executives contacted and 139 qualified meetings booked in 3 months, with every message approved before it went out. Read the Asia-Connect case.

Start with the decision, not the software

Your team has the notes. You still have to rebuild the context, explain the approach and check every draft. We help turn one recurring task into a workflow your team can run, with your judgment at the decisions that matter.

The first decision is whether a change is worth making. We look for work with accessible sources that the future users can test. That keeps the engagement tied to a business need.

Before any build, we document one defined process and test whether a colleague can run it using its sources and rules. This baseline test shows where the handover works, where it breaks, and whether a build is justified. If it is, we help turn the recommendation into a client-specific system. Your team names the human reviewer, the approval points, and the exceptions that must stop or escalate. Every paid Leverage Assessment ends with a human-reviewed recommendation, alternatives, and an action plan.

After the client-specific system is in place, the named relay runs the implemented process against the agreed criteria and records errors and any requests that still require the founder. The client then decides whether to correct, retest, proceed, or stop before maintenance and training.

We work for owner-led service firms that want more capacity without another hire, and want the founder's expertise usable beyond one person. Each mandate identifies the party we support and defines our responsibilities.

What you can use after each phase

One illustrative process, followed from the first question to the next process. The client makes the business decision and appoints the reviewers.

  1. Diagnose

    A Leverage Assessment: a human-reviewed recommendation, alternatives and an action plan for one process

    Your decision Organize without AI, build, gather missing evidence, or stop

  2. Test

    A bounded version running on your real examples, with a named reviewer and stop conditions

    Your decision Correct and retest, justify a build, or keep the documented process

  3. Build

    A working system for the chosen scope, connected to your tools, with approval points and escalation rules

    Your decision Approve the operating scope or narrow it

  4. Operate

    Agents running every day; your team approves what leaves the firm, we maintain the agents and train the people

    Your decision Continue, adapt, or bring more work in-house

  5. Improve

    Rules and drafts updated from validated corrections, then the next process

    Your decision Extend to a second process, or stop

Prepare my briefIllustrative process. It describes the method, not a client result.

What does an AI automation consultant actually deliver?

Imagine a proposal waiting for a partner who is travelling. An illustrative workflow reads an approved discovery note and current service description, prepares a draft, and flags the missing decisions. The partner still approves scope and fees.

Your team receives the source map, working instructions, reviewed examples and a test record. A colleague then runs a case with missing or conflicting information. We record what still needs your help before deciding what is ready.

Examine the proposal workflow and its review points. This example describes the method, not a promised client result.

The engagement can continue after the build

Processes and source material change. People need to know when to use the system and when to escalate. Maintenance keeps the agreed workflow usable. Training helps the team run it. Validated corrections become reusable guidance, not uncontrolled learning.

If your main question is who operates and maintains the system, see the managed AI agent service. If you are still comparing ways to automate a workflow, use the 2026 comparison of AI workflow automation for professional services.

When should you keep the task manual or use an existing tool?

Keep the work manual when it is rare, changes with every client, or needs more judgment than preparation. Use an existing tool when your team can configure it, inspect the results and maintain it. A freelancer can deliver a defined build when someone in your firm can take it over.

Consider an operating partner when a useful recurring workflow needs continuing integration, correction and training. The assessment can also recommend postponing the spend. A clear reason to stop is a useful result.

What does AI automation consulting cost?

At AI Jungle, AI automation consulting starts with a Leverage Assessment at $999, $2,999 or $9,999, credited in full toward a build. A build costs $7,500, $15,000 or $25,000 depending on firm size. Running the agents then costs $499 per agent unit a month for the first four, $399 from the fifth and $199 from the twentieth, plus 5% of growth above the previous twelve months. The full terms are on the pricing page.

Start with the free brief: three questions about one process, no account, and nothing leaves your browser until you choose to share it. Prepare my brief.

For a deeper decision, choose Standard, Department or Onsite through the human booking route. Standard includes one consultant, two 45-minute sessions and a report between them. Department adds a two-week review of each department before the second session. Onsite adds on-site demonstration and training. Your team supplies authorised examples and participates in the decisions.

Compare the current assessment, build and support terms. A build is scoped around the workflow, access, testing and operating responsibility. No build is required after the assessment.

Questions about AI agent consulting

What does an AI agent consultant do?

An AI agent consultant chooses the recurring work an AI agent should take on, builds the agent in your tools, tests it with the people who will use it and keeps it running after launch. Your firm keeps approval of anything that commits it.

What is the difference between an AI agent consultant and an AI automation consultant?

Little in practice. Both study a process and recommend whether and how AI should support it. AI agent work adds software that prepares drafts and takes steps within set rules. Ask either one who operates the system after launch.

How do I choose an AI agent consulting company?

Ask for one workflow, not a roadmap. A credible company names the sources the agent may read, the person who approves its output, what happens when an input is missing and who maintains it. Ask for a published client result and how it was measured.

How much does AI agent consulting cost?

It depends on scope. An assessment, a first build and ongoing operation are priced separately. AI Jungle publishes its Leverage Assessment, Build and Partnership terms on its pricing page, and no build is required after the assessment.

Who validates AI-assisted work?

The client appoints the appropriate human reviewer. The engagement defines what that person checks, what requires approval, and what must stop or escalate.

Start with one process and the decision it needs.

Prepare my brief

Also useful: Explore succession support · Inspect the fictional handover example · Understand managed operation