For economic development, workforce and local government teams

More questions answered, fewer expensive consulting engagements.

MIQ Studio is an economic and workforce analyst your team can talk to in plain language. Turn a question into analysis your team can review, defend, and put in front of your board or stakeholders while it still matters.

Bring a real question. We'll work through it with you.

MIQ Studio report page with four headline measures and a chart of jobs supported by a new call center.

The problem

Your team gets more questions than it has time to answer.

Boards, councils, and stakeholders ask for evidence on a timeline your team does not control. Most teams handle it one of four ways.

  • Hire a consultant.

    Valuable for major strategy work. Hard to justify every time a question comes up.

  • Build it in-house.

    Pull the data, clean it, analyze it, format it. Then do it again next cycle.

  • Rely on the last report.

    A study commissioned a few years ago becomes the answer because there is no time or budget to update it.

  • Skip it.

    When the team is stretched, the question goes unanswered and the decision rests on judgment alone.

MIQ gives your team another way.

Ask the question. MIQ brings together the data, does the analysis and gives you something your team can review, refine and use.

You ask. MIQ does the analysis. You decide.

MIQ gives good practitioners more capacity, not less control.

  1. MIQ Studio answering a plain-language question about construction jobs, with a data table.

    You ask in plain language.

    Describe what you need the way you would brief an analyst. There are no datasets to learn and no report menus to navigate.

  2. MIQ Studio Reports page listing generated reports available as PDF and Word.

    MIQ does the analysis.

    It works across trusted economic and workforce data, compares places and industries, and builds the report. Upload your own studies and plans so it works from what your organization has already concluded.

  3. MIQ Studio settings where an organization's name, colors and logo are applied to reports.

    You review it and own it.

    Every figure carries its source and the period it covers. Where the evidence runs out, MIQ says so. Your team verifies and approves the work before it is published.

See how the work is checked

See it work

Three questions teams bring to MIQ.

These examples use illustrative data, not customer results. Request a demo and bring us a real question to work through together.

MIQ StudioIllustrative example
  1. Choose an example question

    Illustrative example. All figures, sources and vintages below are fictional and are shown only to illustrate the shape of a MIQ Studio response. This is not real data and not a customer result.

    1. Question

      Prepare a briefing for next month's board meeting on how our regional economy is doing.

    2. MIQ Studio

      Your question

      MIQ asks what the board already knows, which measures it follows and what decision is coming. If you have uploaded last quarter's briefing and your strategic plan, it works from what your organization already concluded and notes where new findings differ.

    3. MIQ Studio

      Sources and vintage

      The briefing opens with five headline measures, each with its source and the period it covers. Illustrative measure: unemployment rate of 4.3 percent, down 0.2 points from the prior quarter. Derived figures include a short note on how they were derived.

    4. MIQ Studio

      Comparison basis

      Each measure is shown against the state and a stated peer group, so board members can see whether a move is local or general. The peer rule is written next to the table.

    5. MIQ Studio

      From analysis to recommendation

      The briefing closes with recommended actions, each with an owner, a dependency, a risk and the supporting evidence, plus the questions board members are most likely to ask and where each answer comes from.

    6. MIQ Studio

      Board-ready output

      A short executive memo and a slide version, with your organization name and logo, exportable as Word, PowerPoint or PDF and shareable with named board members. MIQ can repeat it on a schedule, for example before each meeting.

    7. MIQ Studio

      An honest limitation

      Asked to explain a one-quarter dip in one measure, MIQ says the evidence supports a description but not a cause, shows the two competing explanations and what data would separate them, and leaves the conclusion to you.

    Sources

    • Illustrative source: local area unemployment series2025 Q4
    • Illustrative source: state and peer series2025 Q4
  1. A board briefing request in MIQ Studio, with a proposed outline.

    What should our board know before next week's meeting?

    What MIQ shows

    • Headline measures, each with its source and period.
    • Compared with the state and a stated peer group.
    • Recommended actions with an owner, a dependency, a risk and the evidence.
    • A limitation MIQ states instead of working around.
  2. MIQ Studio analysis of hiring activity for an advanced manufacturing employer, with a chart.

    Does our workforce support an advanced manufacturer opening a new plant here?

    What MIQ shows

    • Current employment and recent openings for the occupations the employer needs.
    • Wages and occupational mix compared with the state and two regions of similar size, with the selection rule shown.
    • A suggested way to answer the prospect.
    • What the data cannot tell you.
  3. MIQ Studio reviewing an incentive request from a manufacturer, with a short answer and next steps.

    A company has asked for an incentive to expand here. Is the request justified, and what are the alternatives?

    What MIQ shows

    • What comes from the application, kept apart from what comes from public sources.
    • A comparison with what comparable places did, and how they differ from you.
    • Justification, impact, structure, risks and alternatives.
    • A plain statement of what the evidence does not support.

The work MIQ takes on

The questions your team already gets.

Start with the question. Each use case shows the work, the output and what you check before you publish.

See all use cases

Work you can defend

The test is whether you would put it in front of your board.

Anything you publish carries your name and your organization's reputation. MIQ shows its work, explains how it reached its conclusions, and cites the data behind them so you can verify the analysis before you use it.

A methodology page from an MIQ report explaining how derived figures are calculated.
  • Source and period on every figure.

    Every figure carries its source and the period it covers. Derived figures explain how they were derived.

  • Limits stated, not worked around.

    Where data is suppressed, modeled or limited, MIQ says so. Where credible sources disagree, it shows both.

  • It tells you when the evidence is not enough.

    A confident answer that will not survive scrutiny is worth less than no answer.

  • You review it. You own it.

    MIQ gives you the sources, method and limitations. Your team verifies and approves the work before it is published.

Shaped by your organization.

Upload prior studies, strategies and board materials so MIQ works from what you have already concluded. Put your name and logo on the output. The reports and analysis you create are yours to use, publish and share.

How MIQ works

Three ways to work with MIQ

All three are built on the same economic and workforce intelligence. The right fit depends on how your organization wants to work with it.

  • A practitioner working directly with MIQ on a laptop.

    Your team uses MIQ directly.

    An economic and workforce analyst your team can talk to in plain language. Ask questions, compare places and industries, build reports, and produce work your team can review and stand behind.

  • MIQ connected to an organization's chat tools, documents and data.

    MIQ Enterprise Studio

    In development

    MIQ becomes part of how your organization works.

    Built for organizations that want MIQ connected to their identity, systems, governance, institutional knowledge, and recurring analytical processes.

  • MIQ connected into an organization's own application and systems.

    MIQ API

    Coming March 2027

    Your systems use MIQ.

    Bring MIQ economic and workforce intelligence into your own applications, data pipelines, and workflows.

Not sure which fits? See how to choose

Customers

MIQ is the economic data team I didn’t have to hire. We have data and analysis available when we need it, and MIQ feels less like a service and more like a partner helping us support our mission.

David GrahamEconomic Development Director, City of Chula Vista

Built for the teams doing this work.

Metropolis IQ was founded by Erik Caldwell, Josh Shapiro and Kate Spitzer, a former economic developer, university researcher, and govtech technologist. We understand the work because we have done it ourselves, studied it, and built technology to support it.

About Metropolis IQ
  • Erik Caldwell
  • Josh Shapiro
  • Kate Spitzer

Bring us a question your team needs answered.

We'll show you how MIQ approaches it, using the kinds of data and analytical work your team does every day.