·· Agentic Productive Force Agency 42 candidates + 1 cell

You are not buying software. You are onboarding governed productive capacity.

A Digital Candidate is neither a fictitious person nor a generic bot. It is an agentic role designed to take on a concrete mission inside your operation: with an expected result, sources and tools, indicators, permissions, limits, an audit trail, an abstention criterion and a human owner. You do not pick a bot from a catalog: you preselect a capacity, and Phase 0 decides whether that position should exist, how it may act and what evidence it must produce.

Illustration of a Zherpa Digital Candidate reviewing lead data and a market map on a working dashboard.
Digital Candidate Representation of profile 01 · Digital SDR · First Response & Qualification (dossier in Spanish)
They join your operationPurpose and KPI before the promptAutonomy per action, classified A/B/CNo COA and kill-switch, no productionA named human signs and answers
Multi-agent cell · Early access

Sales Anti-Leak Cell

The leads you already paid for should not die of silence.

It combines four profiles —Digital SDR, Sales Follow-Up, Opportunity Analyst and Pipeline Hygiene Auditor— to watch the journey from the moment a lead arrives until a next action exists. It replies or drafts the reply according to risk, qualifies, schedules, reactivates and keeps the CRM with evidence. Phase 0 confirms channels, data, permissions and which actions require a human decision.

  • Base goal: reduce first-response time and prevent opportunities without a next action; the baseline and the target are set before building.
  • It never improvises prices, discounts, deliveries or claims outside authorized sources; in doubt, it abstains and escalates.
  • It is not a "super-agent": it is a cell of roles with bounded missions, explicit coordination and shared traceability.
Subject to Phase 0. Early access does not equal automatic admission.
Verifiable reference
"More than developing an artificial intelligence agent, Zherpa helped us build a platform to turn our data into decisions."
Brenda Ríos · Head of Administration and Finance · Levadura Digital Client · Digital PMO in production
Phase 0 · Agentic Readiness Diagnostic

Before hiring the agent, we decide whether the position should exist.

Not every pain needs AI, not every process is ready for an agent, and not all autonomy creates value. Phase 0 is a binding filter, not a discovery meeting to justify a sale: in approximately three hours of specialized work, the Zherpa team evaluates the minimum conditions to onboard the preselected candidate, identifies what is missing and issues an executive resolution.

01

Problem and expected value

Mission, relevant pain, measurable result and the position's guiding indicator.

02

Process and responsibility

Operating flow, process owner and the decisions that require human authority.

03

Data, systems and access

Minimum sources, approximate quality, platforms, permissions and probable integrations.

04

Team and adoption

Owner availability, usage habits, capacity for change and operating discipline.

05

Risk and Humano al Mando

Sensitive actions, approval, traceability, abstention and preliminary limits.

06

Viability and next step

Recommended candidate, alternative cell, prior preparation, or the decision not to proceed.

Investment: USD 370 (MXN $6,264), VAT included. Approximately 3 hours of specialized work · mandatory to onboard a Digital Candidate or a cell · non-refundable and non-creditable: the fee pays for the analysis and the certainty obtained, not for a favorable answer.
Deliverable: Agentic Readiness Verdict with a traffic light per dimension, existing conditions, gaps, the recommended candidate or cell, and the immediate route.
Phase 0 Resolution
MOVE FORWARDMOVE FORWARD WITH CONDITIONSPOSTPONE AND PREPAREDO NOT PROCEED

Phase 0 does not exist to sell an agent. It exists to protect the business before granting it the capacity to act.

Onboarding route

From preselected candidate to demonstrated productive capacity.

CE = IE × AS × KPIHQ × t · each phase of the route feeds one variable of the Master Formula; if one is zero, there is no Success Case.

0
Phase 0 · DiagnosticAgentic Readiness Verdict: traffic light per dimension, gaps, recommended candidate and a binding resolution.
1
Effective implementationConfiguration, integrations, data, testing and acceptance criteria. It is not declared done for "working in a demo".
2
Controlled day oneIt enters with identity, minimum permissions, audit trail, abstention, escalation and a tested kill-switch.
3
Adoption runwayUse in the real flow for 8 to 12 weeks, with owners and rituals. The agent cannot adopt itself.
4
Results evaluationThe High-Quality KPIs that justify the investment: read against baseline and target in the review → decide → execute → measure ritual.
5
TimeThe period in which the agent returns value to the business: the Success Case is confirmed sustained over time, not in a demonstration.
Digital Candidate Dossiers

Choose by the work that must get done, not by the technology that sounds new.

These profiles are starting architectures, not closed boxes. Phase 0 may merge, split, redesign or reject them. Full operating dossiers are maintained in Spanish; English dossiers are available on request.

In production · reference In onboarding Base profile · reusable Multi-agent cell
Operations & Projects
In production · reference

Digital PMO · Project Control

Answers instantly on progress, tasks and blockers — and follows the project's money: profitability per task, per milestone and per full project, payments tied to deliverables, and which blocker is holding up each payment and who owns it.

  • StatusIn production · reference
  • Phase 0Required
  • Estimated pilot4 to 6 weeks*
Dossier (ES)
Executive Control
In onboarding

Commercial Intelligence Analyst · Control Tower

Turns CRM, sales, profit, receivables and pipeline into a daily executive read: a briefing with risks and opportunities, scorecard vigilance, a risk radar and actionable recommendations — reading each account through the logic of its Ideal Customer Profile, because a prospect in development and a recurring client are not run the same way.

  • StatusIn onboarding
  • Phase 0Required
  • Estimated pilot5 to 8 weeks*
Dossier (ES)
Sales
Base profile · reusable

SDR Digital · First Response & Qualification

Handles every new lead instantly, reads intent and urgency, carries the opening conversation and books the meeting — deployable as a digital employee with its own identity and permissions.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Sales
Base profile · reusable

Sales Follow-Up

Spots stalled opportunities, calculates the best moment and channel to reach each client, and launches the follow-up cadence.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Sales
Base profile · reusable

Opportunity Analyzer

Scores every deal with predictions learned from your own closed business and recommends the next best action — with the reasoning behind it.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Sales
Base profile · reusable

Client Reactivation

Predicts which clients are drifting toward inactivity before they go cold and proposes the recovery campaign for each segment.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Sales
Base profile · reusable

Cross-Sell / Up-Sell

Detects affinities between clients and products and recommends each account's next purchase, with rules that capture your real buying patterns.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Sales
Base profile · reusable

Lost-Deal Analysis

Analyzes notes, emails and even call tone from every lost opportunity to classify the real reasons behind the no-close.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Sales
Base profile · reusable

Pipeline Hygiene

Cleans out expired, duplicated or inflated opportunities and flags activity anomalies before they poison the forecast.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Sales
Base profile · reusable

Sales Coach

Reviews each seller's activity, call transcripts and sentiment, and delivers personalized coaching recommendations.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Quotes & Margin
Base profile · reusable

Intelligent Quoting

Builds complete, consistent quotes: validates catalog, terms and missing data, and drafts the proposal with the AI model your company chooses.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Quotes & Margin
Base profile · reusable

Margin Guardian

Flags low margins, excessive discounts and risky terms — and the finding triggers a one-click approval, not a report nobody reads.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Quotes & Margin
Base profile · reusable

Discount Justification

Demands argument and evidence before any discount, with hard limits and authorization levels no prompt can talk its way around.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Quotes & Margin
Base profile · reusable

Strategic Quotes

Watches high-value proposals and key accounts, chases deals with no next activity, and warns before a critical account goes cold.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Quotes & Margin
Base profile · reusable

Quote Expiration

Anticipates expiring quotes and prepares the follow-up at the best moment and channel for each client.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Quotes & Margin
Base profile · reusable

Proposal Comparator

Compares proposal versions by reading the documents themselves, flagging the commercial changes that matter: price, scope, terms.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Service & Post-sale
Base profile · reusable

First Response

Reads every request, understands topic, tone and intent, and drafts a first reply ready to review or send.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Service & Post-sale
Base profile · reusable

Ticket Classifier

Routes every case by real urgency, severity and even the client's emotion — not by keywords.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Service & Post-sale
Base profile · reusable

Critical Cases Watch

Detects consecutive frustration, key accounts at risk and reputational signals, escalating to the intervention protocol with one click.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Service & Post-sale
Base profile · reusable

Case Summaries

Turns every closed case into problem, root cause, solution and lesson learned — automatically, with zero burden on the team.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Service & Post-sale
Base profile · reusable

Recurring Issues

Crosses hundreds of cases with omnichannel voice-of-customer signals to find the failures that keep repeating — and what they cost.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Service & Post-sale
Base profile · reusable

Client Sentiment

Reads the tone and trajectory of every conversation and combines it with churn prediction to anticipate which accounts are at risk.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Service & Post-sale
Base profile · reusable

Knowledge Base

Turns resolved cases and internal documents into searchable knowledge: articles, guides and standard answers the team finds just by asking.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Operations & Projects
Base profile · reusable

Operational Commitments

Watches dates, owners and client deliverables while keeping each client's full thread: from deal to project to invoice.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Operations & Projects
Base profile · reusable

Overdue Tasks

Detects delays, ranks them by impact and puts them at the front of each owner's work queue.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Operations & Projects
Base profile · reusable

Evidence Collection

Requests, reads and validates documents, photos and receipts — extracting data straight into fields, no model training required.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Operations & Projects
Base profile · reusable

SLA Monitor

Watches response and resolution times, detects anomalies and explains the risk before a commitment is broken.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Operations & Projects
Base profile · reusable

Process Deviations

Tells a valid exception from an operational error and catches skipped steps or incomplete records in your processes.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Operations & Projects
Base profile · reusable

Internal Coordinator

Orchestrates chains of specialized agents when a request crosses departments: each completes its part and hands the context to the next, no manual handoffs.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot4 to 6 weeks*
Dossier (ES)
Finance & Collections
Base profile · reusable

Digital Collections Manager

Prioritizes receivables by amount, risk and payment behavior, and runs the follow-up as a digital employee with its own identity and audit trail.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Finance & Collections
Base profile · reusable

Payment Promises

Registers every payment commitment, chases it at the right moment and flags broken promises with the account's full context.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Finance & Collections
Base profile · reusable

Invoice Clarifications

Answers questions about invoices, charges and tax data by consulting authorized financial information — via chat, with each person's own permissions.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Finance & Collections
Base profile · reusable

Atypical Expenses

Detects duplicated, unusual or out-of-policy expenses by comparing context, history and vendor.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Finance & Collections
Base profile · reusable

Profitability per Client

Crosses each client's revenue, costs, tickets and operational effort, following the full thread across sales, projects and finance.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot4 to 6 weeks*
Dossier (ES)
Talent
Base profile · reusable

Candidate Screening Analyst

Compares CVs against the role profile and reads real experience and fit — the first link in an agent chain covering the whole hiring process.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Talent
Base profile · reusable

Interview Scheduling

Coordinates times and reminders as part of that same hiring chain, cutting no-shows and friction between stages.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 3 weeks*
Dossier (ES)
Talent
Base profile · reusable

Onboarding

Guides every new hire through their path of access, documents and tasks, answering questions from the company's internal knowledge.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Talent
Base profile · reusable

Internal Training

Recommends courses and materials by role, gap and performance, drawing on your operation's living knowledge library.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Executive Control
Base profile · reusable

Daily Executive Brief

Condenses sales, collections, critical cases and risks into a daily read — even builds the monthly board deck, and you can ask it by voice.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 4 weeks*
Dossier (ES)
Executive Control
Base profile · reusable

Commercial Risk

Audits the forecast against anomalies, measures the gap between target and probable closes, and identifies which levers move the result.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Executive Control
Base profile · reusable

Data Guardian

Hunts duplicates, empty fields and inconsistencies, and enriches records with fresh company and contact data.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot2 to 4 weeks*
Dossier (ES)
Executive Control
Base profile · reusable

Agentic Governance Watch

Audits limits, permissions, versions and logs across your whole agent portfolio, with native observability and rollback for every change.

  • StatusBase profile · reusable
  • Phase 0Required
  • Estimated pilot3 to 5 weeks*
Dossier (ES)
Sales
Multi-agent cell

Sales Anti-Leak Cell

The catalog's flagship: it replies, qualifies, books and chases every lead on WhatsApp and the right channel, so no sale dies of silence.

  • StatusMulti-agent cell
  • Phase 0Required
  • Estimated pilot4 to 5 weeks*
Dossier (ES)

* Times are pilot estimates and start after an approved Phase 0, with data access and owners available. These are not promises of results. A Success Case requires effective implementation, sustained adoption, high-quality KPIs and time —typically 8 to 12 weeks—. The risk class belongs to each action, not to the whole agent.

Preferred technology base, not dogma

Zoho accelerates onboarding when the operation already lives there; it does not replace the architecture.

The profiles are designed to leverage CRM, Books, Desk, Projects, People, Recruit, Analytics, Flow, WorkDrive and Zia Agents. Phase 0 decides whether to deploy as a digital employee, a connection, an automation, an external agent via API/MCP —or whether an agent is not advisable at all.

  • Operating contextBusiness events can trigger work without depending on someone opening a chat and remembering what to ask.
  • Identity and least privilegeWhere product and region allow it, the agent can operate with its own identity, role and permissions; where not, a bounded, auditable connection is designed.
  • Observability and reversibilityVersions, logs and technical monitoring are complemented with COA, RID, RDA, thresholds, abstention and a kill-switch defined by Zherpa.
  • Open architecture and visible costAPIs, MCP and BYOK allow choosing models and systems. Data flow, consumption, channels and total cost are documented; never assumed.

Availability of features, digital employees, models, plans, regions and data centers varies by product and deployment. The final proposal specifies architecture, permissions, data residency, model, expected consumption and total operating cost.

Before hiring

The questions a director must ask before granting the capacity to act.

Why with Zherpa?

We do not work for a finished implementation. We work for a Success Case.

The difference is not semantic. Most projects die in the mirage of implementation: the system ends up configured, the vendor gets paid, and the value never arrives. Nautilius is the methodology that prevents that ending; Zherpa implements it.

Our commitment is measured with the Master Formula of Value: CE = IE × AS × KPIHQ × t. Effective Implementation, Sustained Adoption, High-Quality KPIs and Time. It is a multiplication, not a sum: if one variable is zero, the result is zero, regardless of how good the other three are. That is why victory and its indicators are defined before starting, not at closing.

Behind this there is no sales pitch; there is a published body of knowledge: the Nautilius Theory of Value and the book Humano al Mando, by Miguel Ángel Arce. The same criterion that governs your project is written down and available. You can read it before hiring us.

To that we add 30+ years of business consulting, 1,400+ projects and 22 years inside the Zoho ecosystem, with commercial independence: we are not an official partner and we have no license quota to defend. The technical recommendation is not conditioned by a vendor's margin.

Humano al Mando begins in Phase 0 with purpose, evidence and responsibility. When the project is authorized, it materializes into limits, COA, RID, RDA, observability and measurement.

Our success is measured by the productive autonomy that remains with the client, not by the dependence we generate.

Why is Phase 0 mandatory, and what happens if the verdict says "not yet"?

Because before asking whether you are ready for an agent, we ask whether you need one.

Not every operational problem is solved with AI. Many are solved with a required field, an assignment rule, a change of sequence in the process, or a conversation nobody has had. If that is the answer, we tell you, and it costs you less. An agent that solves what a workflow already solved is cost without difference.

Then comes the second question: if the agent is indeed the solution, do the conditions to take advantage of it exist today? The risk is not only building the agent badly; it is also onboarding it into a company that cannot yet sustain it. Phase 0 verifies value, process, data, owner, adoption and governance.

The verdict is never a flat "no". The possible resolutions never leave you without a route:

  1. No agent is needed, with the simplest alternative identified.
  2. Ready to move forward.
  3. Move forward with conditions, with the conditions named and their owner.
  4. Prepare the foundation first, with the order and scope of that preparation.
  5. Not yet, with the specific reason and what is missing for it to become a yes.

The difference between "no" and "not yet, and this is what is missing" is the difference between a closed door and a map.

There is also an effect our clients report: preparing the organization for an agent improves the company before the agent exists. An agent demands what the operation had postponed for years. A defined process. One owner per decision. Complete fields and reliable sources. Explicit criteria instead of tacit agreements. Discipline of record-keeping. When those conditions are met, the team decides better with the information it already had, without having deployed anything yet.

That benefit is not a consolation prize. It is a direct consequence of the agent's demands, and it arrives before the agent does.

That is why Phase 0 is mandatory. It does not filter clients: it orders the investment, and sometimes it prevents it.

How much does Phase 0 cost, what do I receive, and how fast?

USD 370 (MXN $6,264), VAT included. Verdict delivered within 3 business days after the diagnostic session.

It covers approximately three hours of specialized work by the Zherpa team across preparation, session, analysis and verdict. It is the smallest fraction of the budget, it resolves in under a week, and it is the one that decides whether the rest is worth spending.

You receive an executive verdict with six pieces:

  • Problem validation. If what you need is solved with a process change, a rule or a configuration, we say so right there.
  • Readiness Traffic Light. The honest reading of where your organization stands today on value, process, data, owner, adoption and governance.
  • Detected gaps, specific and prioritized, each with its owner and its closing condition.
  • Conditions to move forward. What has to be true before investing.
  • Recommended profile or cell for your case, with its maturity state in plain sight.
  • Executive resolution. One of the five possible resolutions.

It is mandatory for all clients, non-refundable and not deducted from the project. The reason is independence: the service is delivered in full even when the verdict recommends not moving forward or not using an agent. If Phase 0 were credited against the project, we would have an incentive to approve everyone. We do not have it, and that is why the verdict is worth something.

Three days and a fraction of the budget to know whether the rest deserves to be invested. A "not yet" is not a bad outcome: it is the outcome that saves you an entire misinvested project.

What if my data or my process is not ready?

Almost nobody arrives ready. That is not the problem. The problem is deploying without knowing it.

An agent on top of broken data does not create intelligence. It automates errors and makes them faster, more numerous and harder to trace.

In that case the resolution will be prepare the foundation first or move forward with conditions, and in both you receive the route, not just the verdict. First the minimum foundation is corrected: process, owner, fields, sources, permissions, criteria and usage habit. Every gap leaves the verdict with its owner and its closing condition, so you know exactly what is missing, who resolves it and when it is closed.

That preparation is not wasted time, and it is the effect we describe above: ordering the process and cleaning the sources produces value with or without an agent.

Postponing is not a no. It is a "not yet, and this is what is missing".

What exactly am I contracting: software, a digital employee, or a service?

You contract a professional service from Zherpa. Concretely: designing, implementing, transferring and governing an agentic productive capacity inside your operation.

You are not buying software: the software already exists and is licensed separately. You are not hiring an employee: the "Digital Candidate" is a position architecture, not a person.

We use the language of a position because it precisely describes what is designed: mission, processes, tools, permissions, metrics and limits. It is the same discipline used to define a human role, applied to an automated capacity. But there is no legal personhood, no labor relationship and no subject of responsibility other than the people already identified: the designated human owner and the Zherpa/client split.

The proposal separates the concepts so you can see what you pay and to whom:

ConceptWhat it isWho gets paid
Phase 0Diagnostic and verdictZherpa
OnboardingDesign, build, transfer and go-liveZherpa
Operation and supportSubsequent accompaniment, measurement and governanceZherpa
LicensesPlatform and modules your operation requiresThe vendor
Model consumptionEffective AI usage, variable by volumeThe model provider
Channels and integrationsThose that apply to your casePer service

That separation is not accounting formality. It is the reason we can recommend the most convenient architecture without defending a license margin.

Can I start with a single candidate, or do I need a cell?

Starting with one is not only possible: it is almost always the right call.

A candidate with a clear mission and limit produces evidence fast, is cheap to correct, and teaches the organization to operate with one agent before operating with several. That learning curve is real, and it pays to buy it cheap.

The criterion to know your case is simple: count decisions, not tasks.

  • If the result closes within a single decision and a single owner, start with one candidate.
  • If the result crosses several decisions, areas or owners, a cell of bounded roles is better, each with its own COA and its own risk class.

What is never advisable is a "super-agent" that does everything. When it fails, nobody knows which of its twelve functions failed, traceability is lost, and its risk class ends up being the most restrictive of all its tasks, which cancels the advantage of the rest.

The rule is ecosystem first: the smallest complete system that closes a value cycle, not the largest number of agents. One closed and measured cycle is worth more than five half-adopted capacities.

What do "base profile", "in onboarding" and "in production" mean?

Every candidate in the catalog carries its maturity state in plain sight. We do not use "proven" as commercial decoration: evidence must be showable.

StateWhat exists todayWhat you assume
Base profile · reusableA functional starting architectureThat your case will be the first. More definition work, with no prior reference to consult
In onboardingA real case in configuration or deployment, still without sustained evidenceThat ground has been covered, but there is no result validated over time yet
In production · referenceReal operation and an identifiable referenceLess design risk. Someone already operates it

None of the three is bad. They are different risks and different prices of learning. A base profile can be the right decision if the case is yours and you want the advantage of going first, as long as you know you are going first.

What we do not do is present a base profile with production language. That is why the state appears next to each candidate, before the commercial conversation and before you commit budget.

Why Zoho, and when is Claude, GPT or another model the better choice?

The decision is not one of technological loyalty. We are no one's official partner and have no license quota to defend, so the architecture is chosen on technical and economic criteria, not on margin.

The criterion is where the work lives:

  • Inside Zoho belongs the capacity triggered by events and tied to processes, permissions and records that are already there. The agent operates with the identity, roles and audit trail of the system your team already uses, without duplicating data or inventing a new perimeter.
  • In an external model belongs complex reasoning, document reading and cross-system analysis that Zoho does not govern. There, cost per result and quality of reasoning weigh more than proximity to the record.

Most real cases use both layers. The right question is not which one wins, but which task lives in each.

Phase 0 identifies the constraints and the probable architecture. If moving forward is authorized, the project defines in detail which capacity lives in each layer, what data each may process, and with what identity, permissions and audit trail.

We do not assume the information "never leaves". We verify it and contract it. The data route, the provider that processes it, retention and training use are put in writing before the first record leaves your system.

How much autonomy will it have?

We do not assign a single autonomy to the whole agent. We classify each action separately, by its impact and its reversibility. The same agent may execute one task on its own and be forbidden from executing the next.

ClassWhen it appliesWhat the agent doesWhat the human does
ALow impact, high reversibilityExecutesSupervises by sampling
BMedium impact or hard-to-reverse effectPrepares and proposesIntervenes before the action becomes irreversible
CLegal, financial or reputational impactExplores, prepares and recommendsDecides, signs and answers

The classification is not set by the vendor on its own. It is agreed with you in Phase 0, written into each agent's COA, and it is not permanent: when volume or context changes, the action is reclassified. A task can rise from A to B because its scope grew, and can go down from B to A when accumulated evidence justifies it. Expanding autonomy requires passing an evidence gate, never habit.

The human does not approve every click. The human is in command of the system, which is a different and higher position: defining purpose, setting limits, reviewing evidence and deciding where autonomy expands and where it does not.

Who answers if an agent makes a mistake?

A person with a first and last name. Never the agent.

An agent has no legal, ethical or executive responsibility. It cannot have it. That is why, before it enters operation, every agent has a human owner designated in writing, with name, position and scope. No owner, no agent in production.

The split is explicit from Phase 0. Zherpa answers for the design, the implementation and the agreed controls. You answer for your policies, your data, adoption and the decisions that belong to you. Neither party can transfer its share to the system.

And when something fails, nobody investigates blind. The COA defines what the agent may do, what it never does, when it stops, whom it obeys, what it records and how it is shut down. The RDA preserves why each relevant decision was made, with what evidence and who authorized it. Traceability is designed before the incident, not after.

The procedure is the same every time: stop the agent, contain the effect, reconstruct the decision with the RDA, correct the cause, reclassify the risk and document it. Resumption requires evidence, not trust.

Does this replace my team?

No. AI expands your team's capabilities. It does not substitute them.

That is the Humano al Mando position, and it has an operational reason, not a rhetorical one: an agent executes tasks, it does not exercise judgment. It classifies, captures, reminds, searches and follows up with a constancy no person sustains eight hours a day. It does not read an upset client, it does not negotiate an exception, it does not take responsibility before the board. Your people do that, and they do it better when they stop spending the day on administrative work.

That is why design starts with the task, not the position. In the first cases we free hours of capture, classification, reminders, search and follow-up, and your team concentrates that capacity on judgment, relationships and decision. The same person performs better because they operate with better information and less friction.

What to do with the freed capacity is a leadership decision: serve more clients with the same headcount, shorten response times, open a line that is not viable today for lack of hands.

Any labor decision remains human and the client's, and must consider strategy, culture, performance and legal obligations. The agent neither makes it nor recommends it.

Technology acts; the human being directs.

How soon do I see a pilot, and when does a Success Case exist?

They are two different clocks, and confusing them is the most common cause of disappointment in these projects. A fast demo does not equal demonstrated value.

The pilot: 2 to 8 weeks. The catalog estimates that range starting from an approved Phase 0 and the availability of data, access and owners. If those three conditions are delayed, the clock is delayed with them. At the end of this period you see the capacity working in your real operation, not a demonstration.

The Success Case: validated over a runway of 8 to 12 weeks afterwards. Here the four variables of the Master Formula run, and all four must be non-zero:

  • Effective Implementation. The capacity operates at the agreed quality.
  • Sustained Adoption. The team uses it in the real flow, consistently.
  • High-Quality KPIs. The indicators are reliable and allow decisions.
  • Time. The result holds without Zherpa being present.

We deliver the pilot. The Success Case is built by both parties, and that is why the second clock cannot be compressed with more budget or more consultants. Adoption takes what a habit takes.

What happens after day one?

Day one delivers the system. Value arrives afterwards, and it does not arrive on its own.

That is where the variable that decides the Success Case begins: Sustained Adoption over time. A dashboard turned on is not adoption. Adoption is real work happening inside the system, consistently, without us present.

We operate in 90-day cadence with a fixed ritual: review → decide → execute → measure. No artifact, no meeting; and narratives do not substitute numbers.

It is measured on three fronts:

  • Adoption. Use in the real flow, by role and by process stage, read by cohorts and not by a global average that hides where it breaks.
  • Result. The high-quality KPIs agreed from the start, cost per result, and the value effectively captured.
  • Agent behavior. Quality sampling, errors, abstentions, escalations, drift, versions and incidents.

Risk is reclassified when volume or context changes. Class A, B or C is not a launch label; it is a living state. Capacity expands only by passing evidence gates: Explore → Evidence → Scale. No evidence, no scale; and a front with zero adoption is corrected or cancelled before it keeps consuming budget.

The goal of the accompaniment is to stop being necessary.