Consulting as a standalone output
Diagnosis, solution options, recommendation, risk and a guideline that remains useful regardless of the delivery partner.
External CTO and AI consulting
First define what the business needs. Then implement it.
Gonenych works as an external CTO for a specific AI or digital task: mapping the process, shaping solution options, checking data and risk, selecting a product, delivery partner or architecture and staying involved through acceptance.
Review the taskService model
CTO-level thinking without a full-time hire.
Consulting is not a development presale. The output belongs to the client and can be implemented by an internal team, a selected vendor or with our guidance.
External CTO in the loop
Negotiation, scope, vendor selection, contracts, prioritisation, feature review and acceptance.
Implementation when required
If code or integration is needed, delivery can involve the client's team, a selected vendor or A-HOV. The task determines the choice.
Capability basis
From decision to a working product.
Experience covers more than AI tools. It includes the full CTO scope: client, contracts, team, architecture, delivery, review and release.
CTO
Full accountability scope
Clients, delivery partners, contracts, project management, review and acceptance.
2022
Practical AI work
AI tools, automation, APIs and working scenarios for teams.
2 stores
Product delivery
A cross-platform application delivered through the App Store and Google Play.
Anonymised cases
Three delivered scopes. From consulting to implementation.
The cases show how each solution was shaped, controlled and delivered. Client names and sensitive materials remain private.
External CTO / automotive
2 stores
A cross-platform product for the US market
Client, delivery partners, contracts, architecture, project management, CTO review and publication.
Review the caseCustomer support
90%
A first-line AI agent across multiple channels
15,000+ source conversations, a knowledge base, operator handover and a dedicated control panel.
Review the caseProfessional services
80%+
An AI assistant for first-line legal intake
RAG over verified documents, answer validation, three channels and lawyer escalation.
Review the caseWhen consulting is useful
Start with the decision, not the model name.
Tools are already paid for, but there is no result
Examine the actual jobs, lost time and which products should remain.
The business needs a corporate toolset
Compare products, access models, administration, data handling and the real team need.
A manual workflow needs to move faster
Map the workflow and decide between a product, API, automation or custom development.
The team uses AI without working rules
Define permitted data, risk, output verification, ownership and escalation.
What we compare
Product, automation, API or custom solution.
The choice depends on data, task frequency, control, integrations and the cost of error. Tool popularity is not a decision criterion.
Ready AI product
For a common task, permitted data and a team that needs a fast start.
Automation
When several systems need to run a repeated workflow without manual copying.
API and code
When the business needs custom logic, control, integrations or scale.
Local model
When data and environment requirements rule out an external service.
Consulting output
Not a market tour. A decision for your context.
Task map
What is worth solving with AI and what should remain untouched.
Recommended approach
Tool, working mode, constraints and alternatives.
Safety rules
Permitted data, output verification, access and ownership.
Next step
Independent rollout, training, automation or custom development.
Public case standard
A case is published only when the result can be verified.
Starting process
Record the task, manual steps, time, volume and cost of error before any change.
Decision
Show the selected approach, alternatives, constraints and security gate.
Artefact
Include the workflow, operating rules, prototype or working integration.
Outcome
Compare the same measures after launch without changing the measurement method.
Attribution
Name the client or clearly label an anonymous case and its verification limits.
How work continues
The recommendation does not lock you to a vendor.
Gonenych
Consulting and CTO guidance
Gonenych leads diagnosis, decision-making, solution selection and implementation control. This is the primary engagement.
Training
Programme for a role or department
For cases where a tool must be introduced systematically across a team.
A-HOV
Development and integrations
When the task needs code, a product, data work or complex automation, a separate technical scope is prepared.
ahov.devFirst step
Tell us about the task.
Complete the short form. Within 24 hours the team will review the context and tell you whether we can help and where it makes sense to start.
No files. No passwords. No automated promises.Scope and commercial terms are defined after the assessment.