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Starch

AI workflows for public finance desks

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Starch automates RFP responses, issuer intelligence, and deal management for public finance teams on a single tailored AI workspace.

Overview

The Starch homepage

Starch is an AI workspace built specifically for public finance desks. It automates RFP responses, issuer intelligence, and deal management while keeping all systems and approval processes under human control. The platform arrives inside existing systems like SharePoint, Outlook, and Teams without requiring migration or retraining. Data is kept private in single-tenant deployments and never used to train models. A banker-engineer pair deploys and maintains the workflow for each desk.

Capabilities

RFP and RFQ automation
Issuer intelligence and records
Private single-tenant deployment
Integrates with existing systems
Human approval at every decision point
Forward-deployed support model

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Starch fact sheet

Community votes	0
Founded	2025
Stage	Startup
Based in	Brooklyn, United States
Website	starch.ai

Starch metrics

Vendor metrics for starch.ai: Ahrefs Domain Rating and Majestic link data, with the delta since the last review.

Domain Rating: 2; no change since last check
Trust Flow: 10; no change since last check
Citation Flow: 23; no change since last check
Referring domains: 25; no change since last check
External backlinks: 75; no change since last check

Vendor Domain Rating (Ahrefs) checked 6 Nov 2026, spec changed 25 Oct 2026. Vendor topic: Business (10). Vendor Majestic data checked 25 Oct 2026, spec changed 25 Oct 2026. Link metrics supplied by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.

Starch vendor domain

Open the vendor record

We read this from the registry's RDAP record on 6 Nov 2026, 06:44 UTC.

Domain age: 3 years
Registered: 14 Aug 2023
Expires: 14 Aug 2027
Registrar: GoDaddy.com, LLC
DNSSEC: Not signed

Vendor domain report: starch.ai

Starch post-launch report

Measured after Starch went live on SaaS Directory Pro on 25 October 2026.
Measure	At launch, then latest
Domain Rating (Ahrefs)	2 to 2 no change since launch 25 Oct 2026, then 6 Nov 2026
Trust Flow (Majestic)	10 first measured 25 Oct 2026
Referring domains (Majestic)	25 first measured 25 Oct 2026

Day 11 since launch. Next receipt: day 30, 24 Nov 2026. Many things move these figures, so a change is not proof of cause. Only stored readings are shown.

Biggest gains on SaaS Directory Pro

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Compare and explore

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Buyer questions

What makes Starch different from a horizontal finance AI platform?

Starch owns the configuration, integrations, review path and upkeep of one public finance workflow. The distinction is operating responsibility: the workflow is tailored to the desk's precedent and standards, with Starch taking responsibility for maintenance and upkeep.

What does forward deployed mean?

Forward deployed means a banker and engineer are assigned as a pair. The banker knows where work goes wrong; the engineer builds against that feedback, not a spec. They stay until it runs on the desk's own documents.

Where does data live and is it used to train models?

Data is kept in single-tenant deployment, either in the firm's cloud or Starch's, and is never pooled with another firm's data. Data is never used to train models. Access is scoped per person and team with an exportable audit trail.

Who approves what the agents produce?

The client's team always approves. Agents do preparation and surface it for review, but nothing reaches a client, issuer, or regulator without a named person approving it. Once routed for approval, an artifact is read-only.

Do we have to replace existing systems?

No. SharePoint, Outlook, Teams, the CRM, DBC Finance and the desk's own models stay as systems of record. Client-facing numbers come from the tool the firm validated.

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