Turn business ideas into testable assumptions and experiments.

EMT Copilot helps enterprise innovation teams identify what must be true, assess existing evidence, and select relevant experiments using Precoil's proven methodology and library of 50+ experiments, all within your organization's Microsoft 365 Copilot environment.

Powered by Precoil’s Extract–Map–Test method and 50+ experiment library. Created by David J Bland, lead author of Testing Business Ideas.

Stop starting from scratch every time you test an idea.

Innovation teams juggle workshops, spreadsheets, templates, and generic AI prompts to figure out what to test next.

EMT Copilot brings a consistent approach to those decisions, without replacing the team's judgment.

Common Approach

  • Manually list assumptions in a workshop or document.

  • Debate priorities without a shared view of evidence.

  • Search templates or ask a generic chatbot for test ideas.

With EMT Copilot

  • Extract assumptions from an idea or business model.

  • Compare importance with evidence strength.

  • Explore 50+ experiments from a proven, curated library.

Four things your team can do with the Copilot Agent.

Start with a rough idea, an opportunity brief, or a business model. Use the agent to move toward a clearer next experiment.

Turn ideas into explicit assumptions.

1

Surface desirability, viability, and feasibility assumptions that might otherwise remain implicit.

Takeaway: A list of statements that can be challenged and tested.


Assess the importance of each assumption alongside the strength of evidence already available.

Takeaway: A clearer view of the riskiest assumptions.

Find what needs evidence first.

2


Get structured experiment suggestions and how to run instructions informed by Precoil's 50+ experiment library.

Takeaway: Options for what to test next and why.

Select experiments suited to the risk.

3


Use a purpose-built agent in a compatible Microsoft 365 Copilot environment rather than inventing prompts for every idea.

Takeaway: A repeatable starting point inside an existing enterprise tool.

Work in Microsoft 365 Copilot.

4

Organizations we’ve worked with…

Not just a generic AI prompt.

General purpose AI can suggest experiments. EMT Copilot applies a specific, structured experimentation method to help teams decide which suggestions deserve attention.

Precoil EMT System

Extract

Every growth decision carries assumptions about customers and economics are often implicit.

We surface those assumptions so teams can see exactly what must be true for impact.

Map

Not all assumptions carry equal weight, some will break the growth decision if wrong.

We prioritize the riskiest assumptions based on importance and evidence so teams focus on what actually matters.

Test

Instead of debating opinions, we design targeted experiments to generate real evidence quickly.

This allows teams to validate assumptions before committing significant time & money.

Case walkthrough

One idea, start to finish.

Plug and Play Solar is a removable balcony solar kit for apartment renters. Here is one session with EMT Copilot: the team's own assumptions and documents go in, and a traced assumption set, a map critique, and a library-grounded experiment come out.

1 · Inputs2 · Extract3 · Map4 · Test

Excerpted from EMT Copilot v1.7 output in Microsoft 365 Copilot. Demonstration case, not a client engagement.

01

Start from the team's thinking, not a blank page.

The team shares a one-sentence idea, the twelve assumptions they had already written down, and the documents they had on hand: their canvases, a draft PRD, and two industry reports.

Takeaway: No prompt writing. The agent asks for what it needs, one step at a time.

EMT CopilotInputs
"A removable balcony solar kit that lets apartment renters generate some of their own electricity, with no permanent installation."
The team's assumptions · 12 pasted
We believe apartment renters want to generate some of their own electricity despite not owning their homes.
We believe apartment renters will seek landlord or property-manager approval when approval is required.
We believe the mounting system will remain secure under the wind conditions specified for the launch market.
+ 9 more
Documents · 5 uploaded
Plug and Play Solar - BMC.pdf Plug and Play Solar - VPC.pdf Plug and Play Solar - PRD.pdf Plug-in_PV_Safety_Whitepaper_-_Final.pdf [SolarPower Europe report filename].pdf
02

Every assumption traced to where it came from.

The agent blends the team's list with what the documents support, sorts everything into desirability, viability, and feasibility, and shows its work in the Source column.

team The team's own words, kept intact and traced to the document that backs them.
inferred from Added by the agent only where an uploaded document supports it, and it names the document.
Blind Spots name what none of the material covers, so the team knows what to go find.
DVF Tension points to where the business model pulls against itself.
EMT CopilotExtract · 8 of 19 rows shown

Sources received: Plug and Play Solar - BMC · Plug and Play Solar - VPC · Plug and Play Solar - PRD · Plug-in_PV_Safety_Whitepaper_-_Final · [SolarPower Europe report]

Desirability
#AssumptionSource
D1We believe apartment renters want to generate some of their own electricity despite not owning their homes.team Plug and Play Solar - VPC × Reduce my monthly electricity bill
D3We believe apartment renters will seek landlord or property-manager approval when approval is required.team Plug and Play Solar - VPC × Landlord may not approve
D5We believe apartment renters will trust a removable electricity-generating product mounted to their balcony to be safe for themselves, neighbors, and property.inferred from Plug-in_PV_Safety_Whitepaper_-_Final
Viability
#AssumptionSource
V1We believe enough apartment renters will purchase the kit at the planned retail price.team Plug and Play Solar - BMC × Revenue Streams
V2We believe landlord and property-manager restrictions will leave a sufficiently large eligible market in the launch region.team Plug and Play Solar - BMC × Customer Segments
V5We believe the retail price can hold once dedicated-circuit or certified-installation requirements are priced in.inferred from Plug-in_PV_Safety_Whitepaper_-_Final
Feasibility
#AssumptionSource
F4We believe the kit and installation process can comply with the applicable product-safety, electrical, utility, and building requirements in the launch market.team Plug-in_PV_Safety_Whitepaper_-_Final × certification
F5We believe a plug-and-play design can meet emerging safety expectations without dedicated circuits, special receptacles, or other changes that undermine the renter value proposition.inferred from Plug-in_PV_Safety_Whitepaper_-_Final; [SolarPower Europe report]
Blind Spots

The material is strong on customer value, installation, and safety. It says little about channel access and commercial execution: acquisition cost, property-manager partnerships, fulfillment economics, warranty exposure, and support burden. A financial model and a launch-region regulatory analysis would close those gaps.

DVF Tension

F5 pulls against V1 and V2. The value proposition depends on a cheap, simple, renter-installed product, but both reports describe cases where dedicated circuits, special plugs, or professional involvement may be required, raising cost and shrinking the eligible market.

03

The team places the assumptions. The agent pressure-tests the placement.

Prioritizing stays a team decision. The team maps importance against evidence on their own 2×2, and the agent critiques what they placed. It never builds the map for them.

Takeaway: A second opinion on the riskiest assumptions before anyone spends money.

EMT CopilotMap
Look at our assumptions map.Plug and Play Solar - Assumptions Map.png
F4 is placed too low on importance. If the kit cannot meet safety, electrical, and building requirements in the launch market, nothing else on the map matters.
V2 is also under-rated. Landlord restrictions cap the size of the market the whole viability case depends on.
Check the evidence behind the outlet and circuit stickies. They sit on the have-evidence side, but the uploaded reports describe the rules as still unsettled.
Watch the simplicity-versus-safety tension. The assumptions that make the product easy to sell are the ones the safety material puts under the most pressure.

Ready to move to the Test phase? Name one or two assumptions to test.

04

Experiments come from a curated library, not improvisation.

The team names an assumption to test. The agent picks a design from the Precoil Experiment Library and writes a brief the team can run, with the assumption copied word for word so nothing drifts.

Takeaway: A cheap first test sized to the risk, with clear signals for right and wrong.

EMT CopilotTest · Experiment Brief
Let's test D1.
Assumption
D1 · We believe apartment renters want to generate some of their own electricity despite not owning their homes.
Experiment
Search Trend Analysis
Category: Desirability
Proof sought
Search behavior showing how renters describe this problem, whether interest is growing or declining, and what language the market uses.
Method
1. Build a keyword list for the problem and solution, then expand it with synonyms, adjacent terms, and renter language.
2. Pull Google Trends for direction and relative comparisons, plus a keyword-volume tool for absolute numbers.
3. Analyze growth, geographic concentration, related queries, and seasonal patterns.
4. Update the assumption where the evidence supports, contradicts, or sharpens it.
Criteria
Right when relevant terms show meaningful, growing search activity and related queries reveal renter language or adjacent needs consistent with the demand.
Wrong when the analysis shows no meaningful search activity or related queries supporting it. Low or declining search alone does not prove there is no market.
Experiment selected from the Precoil Experiment Library v2026.10. Your team runs the test, and EMT Copilot helps you read the evidence.

Get the agent and use any idea.

There's no need to assemble a cross-functional team or prepare a formal initiative. Start alone or with a few colleagues and learn how to use EMT Copilot in two focused sessions.

Paid, fixed-fee licensing with guided activation. IT approvals and compatible Microsoft licensing may require separate steps.

EMT Copilot + Guided Activation

01 - Get the EMT Copilot Agent.

Receive the delivered version of the agent with the Extract–Map–Test method and 5)=experiment library for licensed internal use.

02 - 30 minute guided setup.

Get oriented and review the steps to use the agent in your Microsoft 365 Copilot environment.

03 - 90 minute working session.

Bring any idea and work through assumptions, evidence, and experiment options with David J. Bland. No full-day event required.

04 - Keep using the agent.

Continue using the delivered version under the agreed license. Additional workshops and advisory services are optional.

Before you get started.

Explore EMT Copilot for your organization.

License the agent for internal use, with guided setup and a 90-minute working session. No full-day workshop or cross-functional team required. A paid enterprise offering. Fixed-fee licensing and activation, scoped to your organization's needs. Pricing is shared during a qualified licensing discussion.