01Input
Your operating reality
The constraint, economics, systems, decision owner, and deadline that make an opportunity real.
AI opportunity decision systemTwo weeks · fixed scope
Choose the AI move your business can prove. Say no to the rest.
Playbook Atlas is an evidence-led decision system for executives choosing where AI belongs in the business.
We combine your operating constraints with evidence from 1,600+ real-world solution reports, rank the field, and design one 90-day proof.
Company-specificStarts at $7.5KA candid fit-or-no-fit answer
The system at work
The market spins the same reels at everyone. Evidence and your constraints stop them.
Copilots, agents, chatbots — pitched everywhere, promised someday. The decision system stops the reels on one proven move with a 90-day proof, and ranks the top three alternatives against your constraints.
Many plausible ideas
One proof
1proven moveday 0 → 90
Three ranked · scored against your constraints
01Support deflection92
02Claims triage84
03Agentic coding assist71
Every cut has a reasonambiguity → proof
1,600+
Comparable AI solutions
3
Opportunities worth debating
1
Workflow designed for proof
90
Days to a real decision
What Playbook Atlas actually does
It sits between AI ambition and implementation. It decides what deserves to survive.
We do not begin with “Where can we use AI?” We begin with the operating constraint, the decision deadline, and the smallest proof that could change an investment decision.
The result is not an AI wish list or a vendor recommendation. It is a defensible choice: why this workflow, why now, what must be true, and how the business will know whether to continue.
02Input
Atlas evidence
Comparable solutions, workflow patterns, source quality, and the boundaries of what can transfer.
03Input
Decision method
Challenge assumptions, expose unknowns, rank alternatives, and make the trade-offs inspectable.
04Decision
One bounded pilot
A workflow, human controls, measures, owner, and 90-day sequence designed to earn the next decision.
EnergyLegalHealthcareTelecom
playbookatlas.com/solution/energy-asset-predictive-maintenanceplaybookatlas.com/solution/ai-legal-document-generationplaybookatlas.com/solution/ai-powered-radiology-diagnosticsplaybookatlas.com/solution/telecommunications-telecom-fraud-detection
Solution report · Energy
Energy asset predictive maintenance
01The problem
Failures announce themselves as downtime. Inspections run on the calendar, not on the asset.
Before · Calendar inspectionsWith AI · Condition-based alerts
02Solution spectrumquick win → platform
1
2
3
4
Quick win
start here
Production
full report
Scaled
full report
Platform
full report
L1 · Threshold alerts on critical assets — running in weeks, not quarters.
03Technologies & key players
Time-series modelsAnomaly detectionSCADA integration
04Use cases & transfer
Transfers to fleets, HVAC, grid assets. Stops where sensor coverage is thin.
Solution report · Legal
Legal document generation
01The problem
Drafting is repeatable; judgment is not. Volume work buries senior review.
Before · Manual first draftsWith AI · Controlled clause assembly
02Solution spectrumquick win → platform
1
2
3
4
Quick win
start here
Production
full report
Scaled
full report
Platform
full report
L1 · Clause library plus templated first drafts, behind mandatory review gates.
03Technologies & key players
LLM draftingClause librariesReview workflows
04Use cases & transfer
Transfers to intake, diligence, contracts. Stops where privilege boundaries bind.
Solution report · Healthcare
Radiology imaging diagnostics
01The problem
Imaging volume grows faster than specialist hours. Backlogs delay care.
Before · Every read from scratchWith AI · AI-prioritized worklists
02Solution spectrumquick win → platform
1
2
3
4
Quick win
start here
Production
full report
Scaled
full report
Platform
full report
L1 · Triage flags on routine studies — specialists keep the verdict.
03Technologies & key players
Vision modelsPACS integrationTriage scoring
04Use cases & transfer
Transfers to pathology and screening. Stops without clinician sign-off.
Solution report · Telecom
Telecom fraud detection
01The problem
Fraud patterns mutate weekly. Static rules catch yesterday’s scheme.
Before · Static rule setsWith AI · Adaptive anomaly response
02Solution spectrumquick win → platform
1
2
3
4
Quick win
start here
Production
full report
Scaled
full report
Platform
full report
L1 · Anomaly scoring on call records, with analyst review in the loop.
03Technologies & key players
Streaming detectionGraph analysisCase routing
04Use cases & transfer
Transfers to payments and account abuse. Stops where response loops are manual.
Stylized anatomy · cycling four of 1,600+ live reports
Inside the Atlas
This is what a solution report looks like. Open one. Judge it yourself.
Every report documents a real operating problem, the before and after, a four-level build spectrum from quick win to platform, and the market around it — no vendor gloss, no invented case studies. Four industries are cycling on the left; the corpus covers thirty.
Taste the catalog — twelve live reports
Browse all 1,600+Twelve examples from the live Atlas
See the evidence field. Then find what transfers.
1,600+
comparable solution reports in the wider evidence corpus
The point is not to copy a solution. It is to see how other operators match a specific constraint to sensing, judgment, workflow, and control—and where the analogy stops.
Sense earlier
Find the signal before the cost hits.
Decide under constraint
Keep the plan useful when reality moves.
Manufacturing
Master production schedule agent
Replan production as demand, supply, and capacity move.
Real estate
Real estate investment operations hub
Move underwriting beyond spreadsheets and inconsistent pricing.
Agriculture
Agricultural yield optimization workflows
Turn field signals into better yield and resource decisions.
Extend expert judgment
Compress the work without hiding the review.
Orchestrate service
Connect the next best action to accountable delivery.
These are live public Atlas examples—not fabricated customer case studies. Evidence quality and transferability are evaluated separately; no customer result is implied.
The evidence-led AI opportunity sprint
Four moves. One investment decision.
Each move eliminates a different kind of uncertainty. Every one leaves behind an inspectable artifact, so the recommendation can be challenged before capital and teams are committed.
01
Frame the decision
Align on the operating constraint, sponsor, decision deadline, and economic boundary.
Leaves behind
Decision frame
02
Build the evidence base
Combine company context, operator input, and comparable deployment evidence. Mark what is observed, transferable, or still assumed.
Leaves behind
Evidence ledger
03
Rank the opportunity set
Compare options on value, feasibility, adoption, risk, and learning speed—not presentation quality.
Leaves behind
Ranked shortlist
04
Design the proof
Turn the leading opportunity into a pilot workflow and a 90-day executive action plan.
Leaves behind
Pilot brief
Day ten
A decision package built to survive contact with operators.
The shortlist, workflow, and 90-day plan share one evidence trail. Strategy, ownership, controls, and delivery stay attached.
Deliverable 01compare
3
Three ranked opportunities
A decision-ready shortlist scored against value, feasibility, evidence, risk, and time to proof.
01Operating value
02Feasibility
03Evidence
04Adoption
Deliverable 02design
1
One pilot-ready workflow
A bounded operating design with actors, handoffs, data needs, controls, and success measures.
01
Signal
02
AI assist
03
Human gate
04
Action
Deliverable 03sequence
90
A defensible 90-day plan
Build-versus-buy guidance, ROI assumptions, risk treatment, sequencing, and executive decisions.
Day 0–30
Prove
Day 31–60
Harden
Day 61–90
Decide
Built to transfer
One method. Different operating realities.
We do not force every company through one industry story. The decision frame changes with the economics, controls, systems, and people doing the work.
CodingSupportDocumentsForecastingRiskHealthcareLegalManufacturingProperty
you?
Energyevidence density: thin → dense · the method transfers, the cell is yours
Not your industry? Bring us the stuck decision. One call tests whether the method transfers before either side commits.
Test another industryOne 30-minute call
Stop collecting ideas. Make the call.
Bring the operating decision, deadline, and evidence you already have. Leave with a clearer boundary—and a candid sprint fit or no-fit answer.
Book the callNo generic sales sequence.
No software commitment.
The reels stop here.