Prepared 29 April 2026 · 121 Brokers

AI without context
is just a generalist.

Everyone is buying AI. Most are buying generalists. Phase 1 builds the context layer specifically for 121 Brokers - the org chart, the data flow, the tech stack, and the staff survey that captures what actually happens between a lead replying and a deal funding. Same Phase 1 we run for every Aether client. The difference here is Lalit - he has already built the AI engine, so we build the context layer alongside a real running system.

Why now

You already invested in AI. Now protect that investment.

Lalit has been building this for months. The bot books meetings, runs campaigns, learns from conversations. None of that compounds without the context layer underneath it. Phase 1 turns months of build effort into something that scales, repeats, and survives the next platform shift.

We Heard You

The problems you named on the call.

28 April with Sam, Leif, Matt and Lalit. Your words.

Communication still doesn't feel human
Top of the gap list when you ranked them.
Messaging frequency too uniform
Same day every week. Needs randomness.
Zoho integration is brittle
New-lead vs existing-deal handoff fragile.
No 5-minute reminders to client OR broker
Sam called it. Leif agreed. Not yet wired.
Lead scoring stuck in the back end
It exists. The team can't see it.
"It can't just be a meeting bot."
Sam's dream-state. Bank links, documents, qualifying further.
Why You Need an Audit + Data Mapping Session

Before any new build, your AI needs the context layer underneath it.

What the audit + data mapping session actually buys you. This is what we do for every Aether client - we just adapt it to where you are.

The Context Layer

Org chart, data flow, tech stack, staff survey - the four maps an AI build needs but almost no AI build has.

Most AI projects skip straight from "we want AI" to building. Then they hit the same wall: the AI is making decisions on assumptions that nobody verified with the staff who actually run the operation. Phase 1 inverts the order. We map every team member, every system, every workflow, every piece of data that moves between them - then survey Sam, Leif and the brokers to verify each one. The AI Lalit has built stops behaving like a generalist. It starts behaving like 121 Brokers.

Output
Hosted dashboard
Specific to you. Not a generalist.
Phase 1

Consultation + Discovery Dashboard

$10,000

Before any new build, we build the context layer - alongside Lalit. Org structure, data flow, tech stack, staff survey, hosted Discovery Dashboard. Most of the lift in any AI build lives in whether the AI has the right context underneath it. Phase 1 makes sure yours does.

Business Operation Map
A visual model of your entire operation - every software, every staff role, every data touchpoint. Hosted online, laid out in an easy to digest visual.
Data Flow Audit
We trace exactly how a lead moves from inbound SMS → bot → broker → lender → funded outcome. Every gap, every manual step, every point of failure - documented.
AI-Built SOP + Staff Survey
Custom questionnaire to Sam, Leif and the brokers - capturing the lender-match rules, qualifying signals and broker triage that live in heads today. Combined with Lalit's real production data we build the SOP from the source. The team signs off every line.
Business Intelligence Report Included
A hosted visual report that brings together your Operation Map, Data Flow Audit, and AI-Built SOP in one place. Clear, digestible, shareable across the team. You finish Phase 1 with a complete picture of exactly how 121 Brokers runs - and a living reference of truth that evolves alongside every build that comes after.
Full Build Scope + Pricing
At the end of Phase 1 you receive a complete brief and confirmed price for every recommended build. You decide what to build, when, and who builds it. Lalit takes it from there if that's what you want. We support on specific pieces if it helps. We ship new features alongside him if you'd rather. No pressure either way.
Guaranteed Outcome
Worst case: you walk away with a complete visual map of how 121 Brokers actually runs - every process, every gap, every opportunity - hosted online for your team and Lalit to reference. The architecture is no longer in one head. That alone is worth the investment.
Your two options

Two paths from here.

Option A - Keep building on the current base
Architecture stays in Lalit's head - every change still routes through one person
Bot keeps booking but can't qualify - brokers keep spending hours on the calls that won't convert
Operational logic stays scattered - lender match in Leif's head, qualifying rules in someone's notebook
Reminders, qualifying steps, document capture stay on the "good idea" list
Every Phase 2 idea costs more than it should - the foundation work hasn't happened yet
"Companies that aren't AI-savvy" keep closing the gap - your lead narrows every quarter
Outcome
A working bot. A heavier load on Lalit. A lid on what you can ship next.
RECOMMENDED
Option B - Phase 1: Build the context layer
Org chart, data flow, tech stack - all four maps your AI build needs
Custom staff survey - Sam, Leif, the brokers - operational truth, not assumptions
Hosted Discovery Dashboard with Figma-style comment review - drop a pin, we resolve it
Worked alongside Lalit, not over him - he stays as the technical bridge
Sam, Leif, the brokers and Lalit - all reading from the same source of truth
Every Phase 2 build scoped and priced - you decide what ships and when
Outcome
A foundation Sam, Leif and Lalit all read off the same way. Every Phase 2 build compounds on something solid.
The Full Picture
What Phase 1 unlocks
Architecture stops being a single-person dependency Day 1
Operating logic moves from heads to a documented SOP Week 2
Hosted Discovery Dashboard live for the team Week 3
Confirmed scope and price on every Phase 2 build Week 4
A foundation Sam, Leif and Lalit all read off the same way Permanent
What you'd pay us
Phase 1 - Consultation + Discovery Dashboard $10,000
Phase 2 builds Scoped after Phase 1
Start today $10,000
Four weeks. The foundation everything else compounds from. Every dollar that goes into Phase 2 lands on something solid.

Ready to give your AI the context it's missing?

Four weeks. The full context layer for 121 Brokers - org, data flow, tech stack, staff survey. A hosted dashboard. And a confirmed scope and price for every Phase 2 build worth doing. After this, the bugs are on us.

Mutual NDA before any code review · Phase 2 pricing confirmed at end of Phase 1.
Approval

Approve + Accept - $10,000

By signing below, 121 Brokers confirms acceptance of Phase 1 - Consultation + Discovery Dashboard as described in this proposal. Total investment: $10,000, payable on commencement. Deliverables within four weeks of kickoff. All IP, data and credentials remain with 121 Brokers.

Client
Aether AI
Representative
Matthew Laycock
Title / Role
Founder, Aether AI Labs
Signature
Matthew Laycock
Date
29 April 2026