Introducing Mayeshal: The Closed AI Operations Platform for Mid Market Firms

For the last three years our team has been quietly building an internal AI platform that runs every part of our consulting business. Emails, meeting transcripts, contracts, project plans, pricing decisions, sprint tasks, RFP responses, deal pipelines, and executive decks all flow through one closed system that we own end to end. This week we are launching the productized version of that platform under a new brand: Mayeshal.

Mayeshal is built for mid market firms that want serious AI leverage without paying an enterprise CRM AI add-on tax, without handing their data to a vendor’s training pipeline, and without a twelve month rollout. If you are a financial advisor, a law firm, a wealth manager, a professional services shop, or any organization with twenty to two hundred users and a mountain of unstructured data sitting in Outlook, SharePoint, your CRM, and Slack, this post is for you.

The Conversation That Made Us Productize It

Earlier this week we sat down with the leadership team at a wealth management firm we have worked with for years. They told us the same story we have been hearing from almost every mid market firm on our roster.

They had been evaluating an enterprise CRM AI bolt-on. The first year quote landed well over $500,000 once base CRM licenses, the vendor data platform, integration middleware, and consumption credits were added in. On top of that they were looking at $25,000 to $30,000 a year in implementation and configuration fees, plus the recurring cost of every AI query their team would run. The platform was rigid. The data integration roadmap was complex. And the cost of every prompt was effectively marked up because the vendor was sitting as a middleman between the client and the underlying AI providers.

They asked a simple question. Can we get the same outcome a different way?

The answer is yes, and Mayeshal is how.

What Mayeshal Does

One indexed knowledge layer across every system you already use.
Mayeshal connects to Outlook, Gmail, SharePoint, Google Drive, Salesforce, Slack, Fireflies, DocuSign, Monday, and dozens more. Any source with a documented REST or GraphQL API becomes a connector. Every email is summarized. Every meeting transcript is parsed for action items, sentiment, and decisions. Every document gets structured metadata extracted automatically. You stop manually tagging things. Your existing tools stay where they are. Your team keeps working the way they always have.

Multi engine AI with your own keys.
Mayeshal routes work between Claude, OpenAI, and Gemini based on task complexity and cost. You bring your own provider accounts. We provision each one with training disabled at the provider level, so nothing your team types ever gets baked into a model that anyone else uses. You pay the AI providers directly, at their list rate. There is no middleman markup, no consumption credit overage surprise, and no opaque billing.

Closed system, single tenant by default.
Every Mayeshal deployment lives on its own dedicated Digital Ocean droplet with its own object storage bucket and its own managed Postgres database. Your data never crosses into another customer’s environment. It never goes back to a shared training set. The only outbound calls are the ones you authorize to your chosen AI provider, and those run under your own API keys.

Eight weeks from kickoff to go live.
Typical setup is two months. Week one is discovery and credential collection. Weeks two through four are connecting your data sources and running the initial index. Weeks five and six are configuring AI agents and workflows around your specific use cases. Weeks seven and eight are user testing, training, and rollout. Compare that to a typical enterprise CRM AI implementation that runs nine to fifteen months.

Real Use Cases That Are Live Today

Mayeshal is not a slide deck. Every feature listed below is running in production at Micronetbd right now, on the same code base we hand to clients.

Automatic email and meeting summarization. Every inbound email is summarized, classified, and tagged with sentiment. Every Fireflies meeting transcript is parsed into action items, decisions, and pending follow ups. Long client threads collapse into a two paragraph executive brief.

AI generated client communication. The platform learns each client’s communication style and cultural preferences. It can draft an email to a formal British client one way and to a direct New York client another, then route the draft to the account owner for a one click send.

Branded sales and marketing decks in minutes. Pick a topic, point the platform at the client and the prospect, and Mayeshal pulls relevant research, prior decks, branding assets, and writes a tailored PowerPoint in five minutes. Work that used to consume a junior analyst for two weeks now ships before lunch.

Deal desk automation and intelligent pricing. Mayeshal watches your Slack deal channels, logs every new opportunity automatically, applies your pricing rules, and routes the deal for approval. Our internal deal desk processes over a thousand deals a day with no manual touch on the routine ones.

Sprint and project status across tools. Mayeshal connects to Monday, Asana, Jira, and similar tools and gives every project lead a single morning brief: what shipped yesterday, what is blocked, what is at risk, who is overloaded. Role based permissions keep sensitive budget and client data hidden from anyone who should not see it.

Service agreement and deliverable monitoring. If you sell professional services, Mayeshal reads each signed SOW, extracts the commitments, and watches your client work for drift. When a deliverable is slipping or a recurring meeting is overdue, the account owner gets a nudge before the client notices.

Auto generated RFP responses. Drop an RFP into Mayeshal and it pulls past responses, win themes, pricing precedents, and case studies from your archive and writes a first draft against the question matrix. A response that used to take a week takes a morning.

Why Mid Market Firms Win With Mayeshal

You stop paying a vendor to be a middleman. Enterprise CRM AI add-ons purchase LLM capacity from foundation model providers, wrap it with their own routing and orchestration, and resell the result with a markup. With Mayeshal you talk to those providers directly. Every dollar of AI spend lands in actual token usage.

You keep your data inside your boundary. Closed system. Single tenant. No corporate data ever trains anyone else’s model. SOC 2 Type II at the parent organization. HIPAA ready, ISO 27001 aligned, GDPR aligned. MFA, SSO, SAML, role based access, and full audit logging on every tier.

You see exactly where every dollar goes. The platform tracks AI cost per user per day, broken down by task and engine. You get a clean daily report. There are no consumption credit surprises and no end of quarter true ups.

You keep your existing tools. The biggest hidden cost of an enterprise CRM AI rollout is the organizational disruption it creates. Mayeshal pulls from where your data already lives. Nobody has to learn a new system, change their inbox, or migrate their files.

You get the same nine modules on every tier. Knowledge, Communications, Deal Desk, Project Console, Document Intelligence, Meeting Intelligence, Sales Enablement, Operations, and Admin. Growth tier starts at $3,500 a month. Enterprise at $7,500 a month.

The Bottom Line

If you are a fifty person firm and the enterprise CRM AI path looks like over $500,000 in year one before you even count internal IT time, the same outcome on Mayeshal lands well under $80,000 in year one with your AI provider usage included. You own the configuration. You own the data. You own the keys.

The launch site is live at mayeshal.com. The full product overview, integration list, security posture, and pricing tiers are there. If you want to see the platform working on a sample inbox and meeting transcript, book a twenty minute live demo at mayeshal.com/contact.

Unlock the Power of AI Operations with Micronetbd Inc, Your Trusted Salesforce, Litify & DocuSign Consulting Partner since 2012.

Mayeshal is the productized version of the same platform that has run Micronetbd’s consulting business for three years. As a certified Salesforce Silver (Ridge) and DocuSign Consulting Partner, we know what mid market firms actually need from AI: real data integration, real cost discipline, real privacy, and a real rollout timeline. We will help you map your data sources, prioritize use cases, provision the platform on dedicated infrastructure, and train your team. Visit mayeshal.com or reach out to [email protected] to start a conversation.