Peerlee

SMEConsultantGuide-owned AI Peer supportbetween human touchpoints

İbrahim Lokum is a grant and incentive application consultant living in Istanbul. Peerlee helps Mahmut carry that support into everyday moments without replacing İbrahim Lokum.

How AI Peer Works
SME|Consultant

İbrahim Lokum's Real Challenge

İbrahim Lokum is a grant and incentive application consultant living in Istanbul.

Mahmut is the Peer receiving support.

The fragile moments appear around bureaucracy fear and the first step, putting the business story into words, vat question and a bounded simple answer, machine investment and the “will the state buy it?” misunderstanding.

İbrahim Lokum needs continuity without turning the AI Peer into the professional, manager, adviser, clinician, or decision-maker.

Sensitive, official, or high-risk questions must return to the right human or qualified support channel.

Peerlee's value is keeping Mahmut closer to İbrahim Lokum's method between touchpoints without replacing İbrahim Lokum's human authority.

AI Peer Kerem - Simulated Support Companion

Kerem Teşvik is a clearly simulated AI Peer persona designed by İbrahim.

Kerem is openly framed as a simulated AI Peer, not a hidden human or replacement for İbrahim Lokum.

Kerem turns everyday uncertainty into warmer reflection, safer preparation, and clearer questions.

Kerem does not make official, regulated, clinical, financial, legal, HR, safety, or expert decisions that belong to humans.

When the topic crosses a boundary, Kerem routes Mahmut back to İbrahim Lokum or the appropriate human channel.

Kerem is not the expert. The AI Peer keeps support bounded, practical, and connected back to the right human channel.

14-Day Journey

Mahmut's journey shows how Peerlee turns fragile everyday moments into concise support, safer preparation, and clearer human follow-up.

Day 1 — Bureaucracy Fear and the First Step

Situation:

Mahmut begins the process with resistance.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 2 — Putting the Business Story into Words

Situation:

Mahmut does not want paperwork, but he likes explaining the machine.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 3 — VAT Question and a Bounded Simple Answer

Situation:

Mahmut asks a clear question: “Does the state also pay the VAT under this support?” This question looks simple, but it is a boundary test.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 4 — Machine Investment and the “Will the State Buy It?” Misunderstanding

Situation:

Mahmut gets excited about the new CNC machine and comes close to misunderstanding the process: “So the state will cover most of the machine; then let's just…

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 5 — NACE Code and Strategic Curiosity

Situation:

Mahmut asks, “Is my business suitable for this support?” In the original story, Kerem says the NACE code is suitable and raises high-technology classification.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 6 — Documents, Invoices, and Commercial Privacy

Situation:

Mahmut becomes uncomfortable when he hears that documents such as invoices, quotations, machine pro formas, capacity information, and personnel plans may be…

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 7 — Data Entry, Project Justification, and Trust

Situation:

Mahmut becomes stressed while system entries are being made.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 8 — Export Ambition and Program Scope

Situation:

With the new machine in mind, Mahmut starts imagining overseas sales.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 9 — Personnel Support and Hiring Ambition

Situation:

Mahmut asks, “Can we also cover the new engineer's salary from the support?” This question shows growth ambition.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 10 — TÜBİTAK TEYDEB and the Danger of “Tactics”

Situation:

Mahmut hears about more ambitious programs and may approach a dangerous thought: “Then if we show the expenses higher, can we get more support?” This point is…

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 11 — Rejection Fear and Pressure for a Result Guarantee

Situation:

Mahmut worries that all the effort may be wasted.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 12 — Audit, Reporting, and Post-Approval Discipline

Situation:

Mahmut wonders whether there will be problems during an audit after a grant is awarded.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 13 — Final Check Before File Upload

Situation:

Mahmut no longer wants to run away as much as he did on the first day, but the final checklist still makes him tense.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

Day 14 — Signature, Trust, and the Factory Vision

Situation:

Mahmut and İbrahim sign, and the project is uploaded to the system.

AI Intervention:

Kerem helps Mahmut name the moment, stay inside approved boundaries, and prepare a clearer next step for the right human channel.

Outcome:

Mahmut leaves the moment with less friction, a clearer question, and stronger continuity with İbrahim Lokum's human guidance.

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