Built and Managed by Mainstreet AI · Owned by You

Make your business understandable to AI.

We turn data, documents, workflows, and know-how into a trusted Knowledge Layer for people and AI systems.

Learn more ↓
Knowledge Layer · Ask09:14
You
Which of our customers are most profitable, and how do they behave differently?
Knowledge Layer
Your top 12 customers (by margin) account for 64% of profit on 31% of revenue.
Three behavioral patterns separate them from the rest:
—They renew early. Average renewal happens 47 days before expiry, vs. 6 days for the broader base.
—They buy adjacent SKUs. 11 of 12 have purchased 3+ product lines, compared to 22% of the broader base.
—They use support less. 0.8 tickets per quarter vs. 4.2 for the rest.
Three accounts in the broader base show two of these three patterns and may be expansion candidates: Acme Corp, Northwind Industries, and Greentree Holdings.
Synthesized fromFabric (core tables) · SharePoint (directories)

The Knowledge Layer gives people, chatbots, and agents the same trusted context.

Clean context turns every AI tool into a stronger version of itself.

People

Your team asks the question. The Knowledge Layer finds the answer.

Chatbots

Chatbots use the definitions your business already trusts.

Agents

Agents get context, instructions, and standards they can check against.

Clean data. Clear context. Grounded answers. AI your business can trust.

The first step towards anything is possible

Once the business is understandable, practical AI becomes ordinary work.

01

Ask any question.

Ask a business question. Get a grounded answer in minutes.

Knowledge Layer · Ask09:42
You
Which Q3 deals had the lowest margin and why?
Knowledge Layer
Three deals fell below 18% margin in Q3:
  • Acme Corp · 14.2% · supply chain disruption
  • Bell Industries · 16.8% · custom finishing
  • Coastline Co · 17.4% · expedited shipping
Common factor: unplanned cost overruns from custom client requests not flagged at quote stage.
02

Build any report.

Generate reports, briefs, and analyses from governed sources.

Q3 2026 · Executive briefAuto · 09:00
Revenue
$4.2M
+18% QoQ
Margin
31.4%
-1.2 pts
Churn
2.1%
-0.4 pts
Channel diversification drove growth
Margin compression in commodity SKUs
Two enterprise renewals at risk — flagged
03

Provide context for any automation.

Give workflows and agents the same context your people use.

Workflow · Weekly KPI briefActive
Trigger
Friday 4:00 PM
↓
Pull
KPIs from source data
↓
Synthesize
Executive brief
↓
Send
Leadership team
Last run · 4:01 PM Friday · 8 sec
04

Drive consistent decisions.

People, chatbots, and agents reason from the same source.

Same source · consistent answersBrightHaul renewal
Salesperson
“What are renewal terms?”
Chatbot
“What can we expect?”
Agent
Auto-drafting renewal
Knowledge Layer
4-year relationship, strong
Sept QBR: consolidation signal
Pricing playbook: 12-mo cadence
Answer
8% increase, 12-mo cadence
Answer
12-mo payment option
Answer
Drafted with same terms
05

Compound company knowledge.

Every question, report, and workflow sharpens the layer.

Knowledge graph2,341 concepts · 8,147 connections
CustomerOrderContractInvoiceTermsPricing
How it works

Structured process. Tailored platform.

Week 1 · Begin
01 · Discover~1 week

Identify the work that matters.

Map the workflows, people, systems, and decisions where better context pays off first.

02 · Build the Foundation~3 weeks

Make the business legible.

Connect trusted data, documents, and systems into a governed foundation.

03 · Run the Crucible~3 weeks

Refine knowledge into context.

Define terms, map relationships, capture rules, and write agent instructions.

04 · Launch~1 week

Put it to work.

Launch agents, reports, automations, training, and governed chat access.

~Week 8 · Ongoing →
05 · Manage & EvolveOngoing

Improve continuously.

New context, agents, integrations, and capabilities as the business changes.

As long as you choose
Services & pricing

Knowledge Layer is a $1,500 monthly add-on to Enterprise AI Chat + Personal/Team Agents. Choose the Complete AI Platform for $3,000 per month when all three layers should go live together. Hosting, model and token usage, storage, search, and related cloud costs are separate and paid directly by the client.

01 — Knowledge Layer add-on

Add trusted business context.

For teams using Enterprise AI Chat + Personal/Team Agents.

Implementation
$10,000
Add-on subscription
$1,500/mo
  • ArchitectureFoundation Knowledge Layer
  • Business contextGoverned sources, definitions, retrieval, and report logic
  • Connected systemsScoped to the sources and workflows selected for launch
  • SurfacesChat, personal/team agents, reports, MCP, API, and UI
  • Usage costsHosting, tokens, storage, and search paid separately
Book a call →
02 — Complete AI Platform

Launch every layer together.

Enterprise AI Chat, personal/team agents, and Knowledge Layer.

Chat + Agents implementation
$10,000
Knowledge Layer implementation
$10,000
Complete platform subscription
$3,000/mo
  • PeopleEnterprise AI Chat for up to 1,000 users
  • AgentsPlatform capacity for up to 50 agents
  • KnowledgeGoverned context, retrieval, analytics, and managed reports
  • Bundle valueSave $500 per month compared with separate subscriptions
  • Usage costsHosting, model/tokens, storage, and search paid separately
Book a call →
Now You Can Benefit from Our Journey

Two and a half years ago, we started building AI solutions in-

RetailLogisticsDistributionSoftwareConsultingTravelInsuranceStartups

As we built-

AI deploymentsWorkflow automationRAG systemsDecision supportAgents

We learned the common constraint: a missing layer of data, context, and intelligence.

Start building the AI-ready business.

Built around your needs. Owned by you. Managed by us.

Book a call →