How We Build It

The data-room-first methodology, the review cycle that governs every deliverable, and three engagements that show the method applied end to end.

Every Akiri engagement runs on the same method. We start by building the data room, the central repository of corporate documents, operational materials, and external research that the rest of the work depends on. From there we draft, review, refine, and re-test the deliverables until they meet the standard a sophisticated counterparty applies. AI tooling supports the work at specific points; senior judgment governs what reaches the lender, the rating agency, or the investor.

The Method

The methodology has five stages. The first three build the foundation; the last two are an iterative cycle that runs throughout the engagement and governs the quality of every deliverable.

Stage 1 — Build the Data Room
Stage 2 — Connect the AI to the Right Materials
Stage 3 — Generate the First Draft
Stage 4 — Review, Identify Gaps, Refine
Stage 5 — Repeat Until the Deliverable Meets the Standard

Example One:
Hedge Fund Placement

A hedge fund placement engagement follows the methodology end to end. The data room comes first; deliverables follow; the term sheet is then deconstructed and answered with a counter that runs on thesame discipline.

Deliverables produced inside the engagement:

Corporate overview: The first material delivered to the hedge fund — a structured introduction to the business, calibrated to the questions a credit team asks at first contact.
Asset profile memos: A separate memo per key asset supporting the deal, built with AI assistance and reviewed against the underlying documentation in the data room.
Diligence response package: Over one hundred diligence questions answered and turned around in two days, drafted against the data room and reviewed by the engagement team before delivery.
Follow-on memos: Targeted memos addressing specific questions that emerged during the lender’s review.
Term sheet analysis: Once the term sheet arrived, we analyzed it against the engagement team’s experienceand isolated the critical constraints, the exact pricing metrics, and the specific covenants that would govern the facility.
Mirror term sheet with substituted terms: We replicated the lender’s term sheet format and substituted the borrower’s preferred terms in the lender’s own language —freeing the engagement from the lender’s framing without surrendering the structural anchor the lender had set. Three iterations later, the borrower had a materially better offer.

Sample — redacted for confidentiality

Example Two:
A Bond Offering

A bond offering engagement carries more upfront materials work than a placement. The data-room-first methodology produces the offering documents the rating agency and the broker-dealer network require, and the iterative review cycle governs every section that goes in front of an institutional buyer.

Deliverables produced inside the engagement:

Rating agency package: The rating agency presentation and supporting financial package — the inputs theagencies rely on to issue an indicative or final rating on the bond.
Offering structure decision: Internal analysis recommending the offering pathway — PPM, private issuance, or Reg A+ —calibrated to the issuer’s investor relationships, program size, and disclosure tolerance.
Full PPM ready for counse lreview in two days: The full private placement memorandum drafted against the data room, reviewed by the engagement team, and delivered to outside counsel for legal review.
Broker-dealer one-pagers: Tailored one-page summaries calibrated to each broker-dealer’s mandate and the investors they cover.
Broker-dealer pipeline and tracker: The active prospect pipeline maintained and reported throughout the offering, with status, response, and follow-up tracked at the engagement level.

Example Three:
A Syndicated Placement

A syndicated factoring placement is a different shape of engagement. The asset analysis is heavier, the investor base is high-net-worth rather than institutional, and Akiri was appointed by the investor group as the administrative agent at closing. The methodology held across all of it.

Deliverables produced inside the engagement:

Asset quality evaluation: A structured assessment of the receivables and collateral underlying the deal, produced from the data room and reviewed against the borrower’s reporting package.
Targeted investor outreach. The deal was marketed to a curated database of high-net-worth investors and matched to the specific facility being funded — not broadcast.
Loan documentation drafted for counsel review. The accounts-receivable purchase agreement, promissory note, and personal guaranty drafted against the structure and delivered to outside counsel for legal review.
Administrative agent role at closing: The investors appointed Akiri as their administrative agent —authorized to act as their representative under the agreement and the notes, tomonitor the borrower's compliance with its obligations, and to enforce the investors' rights under the documents on their behalf. The role is one of executed agency, not fiduciary capacity. In that capacity, Akiri coordinatedwires, financial details, and the closing mechanics across the funding parties.

Sample — redacted for confidentiality

What the Method Produces

Outcome 1 — Speed withoutsacrificing depth. A diligence response package in two days. A full PPMready for counsel review in two days. The methodology moves fast because thedata room is built before the work begins, not while it is happening.
Outcome 2 — Documents that meetthe standards for institutional review. The review-and-refine cycle is rununtil the deliverable meets the standard a credit committee, a rating agency,or an institutional buyer applies — not until the first draft reads well.
Outcome 3 — A positiongrounded in analysis. Whether the deliverable is a term sheet counter, arating agency presentation, or a fiduciary closing package, the position behindit is built on the same data-room-first methodology and the same reviewdiscipline.

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