Buckwheat AI

Turn one-time consulting projects into recurring revenue

Convert playbooks, prompt workflows, and document intelligence into white-labeled custom client portals.

Native framework architecture

01 / Branded client portalsCustom domains · white-label UI · RBAC
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02 / Buckwheat native AI engineFully managed prompt and workflow orchestration · tenant-isolated RAG and managed vector storage · multi-model routing
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03 / Turn-key hosting & infraPrivate cloud / on-prem / SaaS · encrypted prompts · Enterprise SSO via Microsoft Entra ID / SAML / OIDC
01 / Partner model

Built for consultancies

Add an AI line of service without building an AI engineering team.

Buckwheat enables your AI implementation business — we don't take your customers. Your brand, your client relationship, your pricing.

You retain the client relationshipClients see your brand and work with you. Buckwheat stays behind the scenes.
White-label or co-deliveryRun it fully under your brand, or bring us in as a co-delivery partner when you need it.
Multi-client, multi-tenant managementManage every client from one place, each in its own isolated tenant.
Security and AI governance embeddedSSO, RBAC, encryption and governed model access are part of the platform, not add-ons.
Fractional AI and DevOps capacityGet AI engineering and DevOps when you need it, without the overhead of full-time hires.
Low-investment startStart with one client and one use case, then expand once it proves its value.
Repeatable deployment and scalingSimple, repeatable rollout, so the second client costs far less effort than the first.
Support and ongoing maintenanceWe commit to supporting and maintaining every installation after launch.
Partner economics and high marginsYou set client pricing and keep the margin on a recurring service line.
02 / Why it matters

Why you should care about AI usage

And why a $20 employee ChatGPT subscription fails vendor review.

The client trust deficit

When your team or clients use unmonitored consumer AI accounts, browser extensions, or "vibe-coded" scripts, they routinely leak proprietary logic and client records through open prompt windows.

When prospective clients run vendor security reviews, these habits flag major compliance risks — blocking deals and delaying contracts.

Enterprise-ready client trust

Buckwheat provides a governed, white-labeled client environment built to support security reviews without complex infrastructure.

  • Architecture made ready for complex security audits of the products built with Buckwheat: SSO, RBAC, encrypted data storage and browser connection under your domain.
  • Controlled data access and tenant-isolated models, workflows, and storage.
  • No garbage in — Buckwheat grounds inputs in approved source documents to improve accuracy and traceability.
  • No software engineering required — we handle backend updates and routing so you focus on outcomes.
What we mean by "Private AI"

Private AI in Buckwheat means controlled, tenant-isolated AI workflows with governed model access, encrypted customer data and deployment options ranging from fully managed SaaS to private Azure / AWS cloud and bare-metal on-prem LLMs.

03 / Calculator

AI line of service revenue calculator

Estimate the staff capacity AI workflows can release and the recurring revenue a productized AI service could add to your firm.

Step 1: operational inputs

Your potential annual impact
10,400 hrs
Recovered annual capacity
(10 staff × 20 hrs/wk × 52 weeks of staff hours released annually)
$1,040,000
Estimated capacity value
(10,400 hrs × $100/hr billable rate)
$450,000
Potential recurring revenue (ARR)
(15 clients × $2,500/mo × 12)
Recurring product revenueAdd subscription income instead of relying purely on hourly delivery.
Stronger client trustEnterprise-ready client controls that lead to stronger client trust and fewer concerns about using AI.
04 / Proof

Real proof of delivery

From manual hours to recurring product revenue.

Example from a deployed reporting workflow
Before~3 hoursper report
After~60 secondsautomated processing
Human review10 minutesper report
Deployment2 weeksto production
Case spotlight

Property & asset management advisory

An advisory firm replaced manual lease-extraction spreadsheets with a branded Buckwheat client portal. Clients upload active lease PDFs; the portal extracts key renewal dates, financial terms, and obligations in seconds — triggering automated workflow alerts without exposing prompt code or burning API tokens.

05 / Process

How it works

From your client's challenge to a live, branded AI portal.

IN A NUTSHELL

  1. You bring us a client challenge
  2. We review advisory inputs and run discovery
  3. We define what AI can do best
  4. You get a competitive, clear AI adoption brief
  5. You decide how and what to charge
06

Package your playbooks

Upload your prompts, methodologies, and document templates into Buckwheat's secure engine. We securely index approved playbooks, documents and methodologies into a private knowledge IP layer.

07

Brand your portal

Configure your custom domain, logo, color palette, and role-based client logins in minutes — make it feel native to your agency.

08

Deploy & scale

Invite clients to their private portal. Deliver automated workflows and start collecting recurring monthly revenue.

06 / FAQ

Turn-key client portals & security FAQ

Everything you need to know about our native framework.

Any repeatable part of your advisory work: document review and extraction, recurring reports, compliance checks, research and knowledge lookups built on your methodology, or client-facing assistants trained on your approved playbooks. We package it as a branded portal your clients subscribe to, instead of paying only for hours.

Yes. Buckwheat gives you fractional AI and DevOps capacity: we handle discovery, workflow design, deployment, security and maintenance. Your team keeps the client relationship and the domain expertise; no in-house AI engineers are needed to launch or run the service.

It depends on the workflow. In one deployed reporting workflow, a report that took about 3 hours manually now takes about 60 seconds of automated processing plus 10 minutes of human review. Use the calculator above to estimate the staff capacity it could release for your team.

Buckwheat pricing depends on scope, number of clients and deployment model (managed SaaS, private cloud or on-prem), and you can start with a single client and use case. You set your own client pricing — many partners bundle the portal into a monthly retainer or sell it as a subscription on top of advisory work. Book a strategy call and we'll model partner economics for your case.

After launch we monitor, update and maintain the platform, models and infrastructure, and handle security patches and scaling. You get a clear support channel for changes and new workflows, so your team focuses on clients while we keep each installation running.

No. Buckwheat is a fully managed turn-key platform. We handle multi-tenant isolation, database maintenance, authentication, and updates behind the scenes — no developers or servers required.

Simple workflows can launch in days; integrated client deployments typically take several weeks. Traditional custom software projects often take 6–12 months. We upload your prompts and playbooks, set custom UX, and configure onboarding.

Yes. All prompts, business logic, and client files are stored in encrypted, tenant-isolated environments. Your playbooks are never visible to end-users and never used to train public LLM models.

Clients access your white-labeled portal via your custom domain. Provision access in bulk via spreadsheet upload, or connect to their corporate identity provider with enterprise SSO via Microsoft Entra ID / SAML / OIDC.