AI systems/workflow diagnosis/founder-led buildout

Where is the work getting stuck?

ALCH3MY helps founder-led and operator-led teams turn scattered workflows, follow-up, and decision loops into AI-enabled operating layers. Start with one real constraint, then install the first useful control plane around it.

Selected proof

Flagship product

Peak

An AI-native execution workspace where voice, context, tasks, documents, briefings, and receipts come together as one operating surface.

Research operations platform

FAMU ASPIRE Research Operations Platform

A role-aware research operations platform connecting public intake, internal review, lab access, and administrative visibility.

AI operations platform

ARLO for Burn Boot Camp

An AI-enabled operations platform for a multi-location fitness environment, spanning member intelligence, staff workflows, messaging, and reporting.

Editorial product system

Cinema One

A cinematic discovery surface that turns movie browsing into taste mapping, filmmaker logic, and high-signal editorial exploration.
01Start Here

The first move is not more AI. It is finding the constraint.

Useful questions

The review starts by making the operational pain specific.

  • Where are leads, requests, or internal tasks getting lost after the first conversation?
  • How long has the team been living with that gap, and what has already been tried?
  • What is scattered follow-up, slow status visibility, or repeated rework costing each month?
  • What happens in 90 days if the workflow still depends on memory, meetings, and manual chasing?
  • Who owns the workflow, and what would they need to see each week to trust it is improving?
  • Would a smaller first control plane be more useful than another broad AI strategy deck?

ALCH3MY role

We help you choose the first workflow that is worth turning into a system.

  • Clarify the owner, handoffs, decisions, and follow-up gaps.
  • Separate practical implementation from tool noise.
  • Build the smallest surface people can inspect and use.
  • Keep humans in control of approvals and outside commitments.
02What To Fix First

Start with the part of the business that keeps leaking attention.

01

Front door

Lead and request intake

Turn vague inbound interest into structured context, owner, next step, and follow-up.

02

Status layer

Operating visibility

Give leaders one place to see priorities, blockers, decisions, and what changed.

03

Review loop

Agent-assisted follow-up

Use agents to prepare briefs, drafts, summaries, and reminders while people approve the important moves.

Offer path

Most teams should start with a diagnostic or focused prototype.

That keeps the first engagement narrow, visible, and tied to a real operating problem.

Review offer paths
03What Gets Installed

The output is not a strategy deck. It is an operating layer people can use.

01

First step

AI Operating Layer Review

Map the live workflow, score readiness, and identify the first control plane worth building.

02

Signal

Executive Briefing Loop

Turn meetings, notes, project status, and customer context into a concise view of what needs attention.

03

Revenue

Lead Intake and Qualification

Route inbound interest into structured context, fit, priority, owner, and next action.

04

Delivery

Client Delivery Command Center

Give active work a shared surface for status, blockers, approvals, and handoffs.

05

Relationships

CRM and Follow-Up Hygiene

Surface stale opportunities, relationship context, recommended next moves, and draft follow-up.

06

Control

Decision and Approval Queue

Keep commitments, external sends, access changes, and sensitive actions behind human review.

04Trust Boundary

Agents prepare the work. Humans approve the moves.

Agents can

Prepare useful work inside clear boundaries.

  • Research, summarize, draft, triage, monitor, route, and prepare.
  • Use approved context from workflows, docs, CRM notes, meetings, and project history.
  • Leave receipts so people can inspect what happened and why.

Humans approve

Keep judgment, risk, and commitments controlled.

  • External messages, commitments, access changes, and sensitive claims.
  • Legal, financial, hiring, account, or public-facing decisions.
  • Final approval on anything that changes a relationship or creates obligation.
05Proof

Different projects. Same operating pattern.

ALCH3MY work is strongest when a real workflow needs a clearer surface: intake, review, visibility, decisions, or follow-up.

Flagship product

Peak

Peak is the clearest expression of the ALCH3MY thesis: not AI advice, but a working product surface for execution.

Public proof

Research operations platform

FAMU ASPIRE Research Operations Platform

A relevant example of turning institutional complexity into a usable, multi-role operating layer.

Selective conversation

AI operations platform

ARLO for Burn Boot Camp

ARLO shows AI becoming useful in a commercial environment through staff workflows, retention signals, and action-oriented reporting.

Selective conversation
Review the portfolio
06Flagship Product

Peak is where the strongest patterns become product.

Design-partner track

A clearer execution surface for teams with too much context and not enough signal.

Peak is the flagship product proof for ALCH3MY: a place for priorities, context, tasks, documents, and decisions to become easier to inspect.

Explore Peak
peak / dashboard-command-centerPreview
Animated preview of the Peak dashboard command center
Execution workspaceContext · tasks · signal
07 · Begin

Start with one workflow worth fixing.

Bring the messy version: screenshots, notes, handoffs, tools, follow-up gaps, and decisions that are hard to see. The AI Operating Layer Review turns that pressure into a practical first build path.