01 · Overview
Move faster with the knowledge you already have
Find what you need, understand what matters, and act without reconstructing the story every time.
Spend Month 1 building your knowledge retrieval system, so you can find PMW's history and act on it faster. Month 2 opens with a fresh audit to pick the next opportunity.
The opportunity for you
You have spent years building client relationships, content, case studies, proposals, and industry knowledge. None of it is missing. Reaching it is the problem.
- Retrieval depends on remembering the right person, file, phrase, date, or system.
- Work arrives from meetings, Slack, ClickUp, email, and notes. You can know something needs attention without remembering why.
- Joseline carries the missing context and reconstructs the story for you.
- You called yourself a choke point. Strategic knowledge still depends on you, and client delivery leaves no time to transfer it.
Make PMW's accumulated knowledge and your current priorities available the moment you need them.
You feel it first: less searching, less remembering, less asking. Then PMW feels it, as the same foundation supports research, client preparation, and new workflows.
Where PMW's knowledge lives today
From your auditWhy searching OneDrive alone will not solve this
OneDrive search is a real tool, but it was built to locate files, not answer questions. That gap is why so much of PMW's case studies, proposals, and sales enablement material, 75% of it sitting in Word docs, stays out of reach.
- It surfaces documents, not answers. A search returns a list of files. Someone still has to open each one, scan for the right section, and pull out the specific detail, slow going when the answer is one paragraph inside a much longer case study or proposal.
- It leans on file names, not file content. Search quality tracks how well something was named and tagged. A case study saved under a client name or a date, rather than the industry or use case it actually proves, is effectively invisible to anyone searching by topic.
- It breaks on word choice. A search for "renewal pricing" will not surface a proposal that only says "contract extension terms," even when that proposal holds the exact answer. Wording drifts across 25 years of client work faster than anyone goes back and standardizes it.
- It cannot combine documents. A question like "what's worked for enterprise renewals" may live across three separate case studies. Native search returns three documents; reading and combining them into one answer is still manual work, every time.
| Query | Keyword search finds | Semantic search finds |
|---|---|---|
| “pricing objection case study” | Only documents containing both “pricing” and “objection” | Case studies where a prospect pushed back on cost and PMW still closed |
| “podcast guest talking points” | Documents titled “Podcast Guest Talking Points” | Guest bios, prep notes, and briefing docs from every show, however named |
| “enterprise renewal messaging” | Documents containing both “enterprise” and “renewal” | Retention and expansion pitches for larger accounts, even if filed by client |
This is the gap AtlasOS's retrieval layer closes: it matches meaning instead of exact wording, pulls the relevant section instead of the whole file, and can draw one answer from several documents at once.
What changes after the first month
Four differences you feel personally, before the business feels them.
Find what you mean, not what you remember
Describe a client, situation, industry, or type of work and retrieve it without knowing the filename or the original wording.
Understand why something needs you
Every priority arrives with its reason, source, client, and the decision required, instead of a disconnected task.
Reuse PMW's history to work faster
Past case studies, proposals, and research become starting points for meeting prep, new content, and business development.
Rely less on Joseline for recall
Answer routine context questions yourself. Joseline stays on prioritization, judgment, and quality control, rather than serving as the only bridge to PMW's history.
The path to an answer
Structural, not measured| Today | After the first implementation |
|---|---|
| You search several systems or ask Joseline | You ask once and get the best available context |
| A task can be separated from the conversation that created it | The task carries its source, reason, and owner |
| Past work is hard to find unless you recall how it was labeled | Related work surfaces through meaning and context |
| Your expertise is hard to reuse across the business | Your historical material becomes an input into current work |
02 · What we build
What we will build first
Month 1 is one complete knowledge retrieval implementation with two connected outcomes: PMW Business Memory, and that memory applied to your priorities and daily briefing.
PMW Business Memory
A retrieval system across selected PMW sources. Ask natural questions about clients, contacts, past work, decisions, and commitments.
It uses retrieval augmented generation, or RAG, to find information by meaning rather than exact keywords. A search for "case study" misses anything filed as a client win, customer story, or sales proof point. Contextual retrieval finds them anyway.
- Recover the history of a client or relationship
- Find contacts by company, role, project, or industry
- Retrieve past case studies, proposals, briefs, and research
- Find similar work before starting a new assignment
- Prepare for meetings with history and open commitments
- See what was decided and what still needs action
- Run research questions against PMW's own past work
Your executive priority system
We connect your task workflow to the context behind the work.
ClickUp stays the operating record. The system captures candidate tasks from the sources in scope, organizes the context, and prepares a Start of Day view. Joseline remains the quality control layer.
- Your highest priority actions
- Why each item matters
- Who is waiting on you
- The client, project, or outcome behind the work
- The meeting or message that created it
- What is blocked or overdue
- What only you can decide
- The context you need to act
You should not have to become a ClickUp power user to understand your day.
How you will experience it
Two surfaces. You ask questions where you already talk, and you get one briefing built for how you decide.
Ask questions in Slack
Message the agent naturally. You should not need to know which system holds the answer before you ask.
- Mid-market healthcare, a client for 5 years.
- 40 published case studies written for them (OneDrive folder)
- Concerns raised last month that case studies were not aligned to their new vision.
- The renewal has sat in Proposal Sent for 9 days, most likely because of the pricing objection from last week's call that is still unanswered. (Call Notes)
Receive a concise daily briefing
Your Start of Day view is built for fast reading: priorities, context, blockers, and decisions. No dashboard to navigate.
Both screens are illustrative. They show the intended shape of the experience, not output from your live data.
ClickUp stays the operating record
It holds the structured task and workflow information Joseline manages and validates.
The infrastructure stays in the background
Atlas may use Obsidian or another layer to organize retrieval. It should fit your working style, not add a filing routine.
03 · How we deliver
How we will deliver the first month
Four weeks from mapping to a stabilized, documented system you and Joseline have used on real work.
- Review the relevant OneDrive structure
- Confirm the ClickUp workflow with Joseline
- Select the first client, content, and task use cases
- Define the five to ten retrieval questions
- Confirm the Slack experience and integrations
- Define your Start of Day format
- Measure current time and effort on those workflows
You receiveWeekly build update
- Configure the selected knowledge sources
- Build contextual retrieval across the pilot material
- Configure the ClickUp task and context structure
- Create the first Start of Day briefing
- Test the approved questions on real PMW information
You receiveWeekly build update
- Test the system during live daily work
- Review missed or unhelpful results
- Improve retrieval and task rules
- Refine the Slack and briefing experience
- Confirm when Joseline reviews or overrides the system
You receiveA workflow refined by actual use, not a demo built around ideal examples
- Complete QA against the approved questions
- Train you and Joseline on the working process
- Document the operating workflow
- Review adoption, value, and limitations
- Confirm what the build revealed about the next opportunity
You receiveThe completed system, a results review, and the evidence to begin a fresh audit in Month 2
How this works with Joseline
This strengthens your partnership with Joseline rather than replacing it. She has already improved PMW's email, SOPs, podcast workflows, ClickUp, and lead follow up. That worked because she understands your business and applies judgment.
- Retrieves context and identifies candidate tasks
- Finds relevant historical material
- Validates priority, owner, timing, and accuracy
- Confirms authoritative information
- Set direction and make executive decisions
- Apply the material to clients and content
- Maps, builds, tests, and improves the workflow
- Expands coverage only when the first layer works
04 · Proving value
How we will measure value
We measure the return rather than manufacture it. Week 1 establishes the baseline. Week 4 compares against it.
Your value scorecard
Targets, not resultsIf those four hold at roughly once a week each, that is about 6 to 7 hours a week returned across you and Joseline. Week 1 tells us whether the starting figures are right.
Enterprise retrieval systems score around 95% on simple lookups but fall to roughly 60% once a question spans conflicting sources. Eight of ten sits deliberately between those.
Read every number as a target, not a finding. The "assumed today" times are Atlas's working estimates from the audit conversation, not measurements of PMW. The Week 4 targets are set against published enterprise benchmarks for retrieval accuracy and AI tool adoption, then pulled toward the conservative end. Week 1 replaces the assumptions with your real baseline and we agree final targets from there. We will not report a saving we have not measured.
The first month is the foundation
We do not think it is responsible to pretend we already know months two and three. The highest value opportunity may only become clear once you and Joseline use the first build.
We revisit the business with you
Five questions decide what happens next.
- What worked, and what did you actually use?
- What created the most value?
- What still slows you down?
- What new opportunity did the build reveal?
- What should we build next, and what should we defer?
Then we run another focused audit, prioritize again, and propose the next workflow.
How the system compounds
Illustrative- Month 1
- Business Memory and executive priorities
- Month 2
- Audit the bottleneck, then build the top workflow
- Month 3
- Add the next workflow to the same foundation
- Onward
- Each build starts from what already exists
The rising line shows that each month starts from more than the last. It is not a measured rate of return. What gets built is decided by the audit at the end of each cycle.
Each month ends with a decision. You can continue, redirect the roadmap, or pause based on the value and adoption of the previous cycle.
Potential future areas
Identified during the audit. These are opportunity areas, not commitments. The next audit decides what matters most.
Content workflow acceleration
Move content from intake through research, writing, review, approval, and production with less coordination drag, while keeping human editorial judgment.
Pipedrive data readiness
Clean and organize roughly 23,000 records so PMW has a dependable foundation for contact retrieval, prospecting, and follow up.
Lead outreach support
Identify, prepare, and follow up with high quality prospects once the underlying CRM data is ready.
Content talent pipeline
A repeatable process for finding and evaluating the specialized writers PMW needs.
05 · Investment
Investment and next step
One engagement, one monthly figure, and one 60 minute session to start.
Joseline's work and the AI Ops system are one engagement. She operates inside the system, the system carries the context she would otherwise reconstruct, and together they replace work that currently runs through you.
Atlas's standard rate for this engagement is $6,000 a month. We are holding PMW at $5,000 because Joseline already knows your operation, which removes most of the discovery a new engagement would need.
- Joseline's ongoing executive support
- Consulting and process mapping
- Implementation and testing
- Training and adoption support
- Weekly build updates
Approve the direction and schedule a 60 minute activation session
With Joseline, the Atlas Account Manager, and the Atlas AI Operator.
- The first OneDrive folders and information sources
- The ClickUp workspace and task structure
- The five to ten questions Business Memory must answer
- The Slack agent experience
- The Start of Day briefing format
- Joseline's review and correction process
- The baseline measures for the first month
After the session, Atlas issues the confirmed first build plan and begins implementation.
What Atlas brings
You are not only paying Atlas to connect tools. You are paying us to determine what is worth building.
- Which problem is worth solving first
- Which workflow should change before it is automated
- Which information should become authoritative
- Where your judgment and Joseline's must remain
- What should be built, deferred, simplified, or removed
- Whether a system reduces work or creates noise
- What the next high value build should be
Consulting, process mapping, implementation, testing, and adoption are all part of the engagement.
- A working PMW Business Memory across the approved sources
- A Slack based question and retrieval experience, subject to feasibility
- A structured ClickUp priority and context workflow
- A Start of Day briefing built around how you decide
- A documented operating process for you and Joseline
- A value and adoption scorecard
- A record of limitations and deferred opportunities
- A prioritized recommendation for the next audit and build