Your AI knows the world.Mica connects it to your business.

See how Mica gives ChatGPT, Claude, or a managed workflow the context for one better business decision.

1,546,037 verified observations across 183 market series and 16 public dataset families.

Map one decisionSee what is live
An interactive example of the same business question in ChatGPT or Claude, with and without Mica. The owner-led example uses verified public market facts. The mid-market example labels private system context as illustrative.
MMica layer shown

Verified public-market example

The market facts below are served from the current verified foundation.

What should I change to win more roofing jobs around here?
M

Mica in ChatGPT

Owner-led roofing contractor in Rockingham County, New Hampshire

Opening approved context

Interactive example. Use the controls above to compare the evidence and interface. This is not a live chat or private-system connection.

What works now. What connects next.

The public market foundation is live. Your business systems connect only with your approval. Every example below tells you which is which.

Live foundation

Verified public market data

1,546,037 observations form today's verified baseline. Each usable fact keeps its source, date, place, industry match, and limit.

Live application

Mica Social for marketing

Marketing is the first operating application in production. It uses approved business context to plan and publish daily social content.

Scoped with you

Your Decision Map and system context

GraniteAI maps one recurring decision, the systems that inform it, the relevant signal classes and the outcome that would prove value.

Illustrative until connected

Sales, operations and leadership workflows

Cross-system examples show the target experience. They become business-specific only after approved connections and acceptance checks.

How Mica turns verified observations into business intelligence

Verified market record

Mica sees the whole market.

The current store keeps published readings across time, place, source, and industry. No answer begins with a hand-picked anecdote.

Start with the evidence.

1,546,037

verified observations

Live database read-back, August 6, 2026

183

market series

667

industry links

7,155

registered geographies

16

public dataset families

Census CBP1,212,021
Census BFS126,996
Census ACS67,236
FEMA NRI59,736
NOAA Storm Events36,848
Census Building Permits22,122
Census Population Estimates4,990
FEMA NFIP Flood Insurance4,038
BLS Producer Price Index3,294
EIA Short-Term Energy Outlook2,887
BLS Consumer Price Index2,316
HMDA Mortgage Originations1,470
FEMA Disaster Declarations1,256
FRED Monthly State Retail Sales528
IRS SOI Migration240
NH Professional Licensing59

+20,610 observations. 1.01x the previous verified baseline.

Your business context

Then Mica finds what could matter here.

Your industry, geography, timing, permissions, and question remove evidence that does not belong in the answer.

Keep only what fits the decision.

Industry
Roofing, NAICS 238160
Geography
Rockingham County, NH
Time
Latest trustworthy source release
Rights and quality
Allowed, sourced, interpretable

Decision intelligence

The answer shows its work.

Mica separates what the source reported, what it could mean here, what to test, and what happened next. It can also return no reliable finding.

Know before you act.

Decision record

Source fact
Observed
Interpretation
Caveated
Decision to test
Proposed
Measured outcome
Awaiting action

No reliable relationship found is a useful answer. Mica does not turn association into causation.

One intelligence layer

Chat is one doorway.

Use Mica through ChatGPT, through Claude, or without a chat window in an approved managed workflow. The same evidence law governs every path.

The intelligence travels with you.

One evidence law. Three surfaces.

ChatGPT

Familiar AI surface

Customer activation in acceptance

Claude

Familiar AI surface

Customer activation in acceptance

Managed workflow

No chat window

Scoped with you

What it means to you

Start with the decision you make repeatedly.

Mica brings together the business facts, market movement, and prior results that could change what you do next.

Live application

Mica Social is available today.

The question

What should we say while the market is paying attention?

Context joined

Current services, proof, customer evidence and relevant market movement.

Decision to test

Publish a timely message grounded in what changed.

Measured outcome

Qualified response and booked work.

Check the work

See the source behind the answer.

Open any fact to see who published it, when it was measured, which place and industry it describes, and where it should not be used.

21 roofing contractor establishments in Rockingham County in 2023.

21establishments
Roofing establishments in Rockingham CountyCensus County Business Patterns values were 17 in 2019, 18 in 2020, 17 in 2021, 20 in 2022 and 21 in 2023.172019182020172021202022212023

Establishment count describes competitive context. It does not prove demand, lead volume or causality.

Source
Census County Business Patterns
Series
census-cbp:estab
Period
2023
Geography
Rockingham County, NH
Industry
Roofing contractors, NAICS 238160
Verified baseline
Live database read-back, August 6, 2026

Current means the latest trustworthy release.

Mica shows when the source published, when GraniteAI retrieved it, and any limit that should shape the decision.

You decide what Mica can use.

This demo uses verified public data. Your CRM, ERP, and other private systems stay out until you approve the source, fields, purpose, and access.

Live foundation

Public market record

Census ACS, BFS and CBP, FEMA NRI, and NOAA Storm Events

Your approval
Source rights, geography, industry relevance, freshness and quality gates
What Mica can use
Eligible facts with history, lineage and limits

Scoped with you

Private business context

Only systems and fields your business approves

Your approval
Named access, allowed fields, freshness and decision purpose
What Mica can use
Business-specific interpretation instead of generic advice

After explicit approval

Action and outcome return

The approved test and its observed result

Your approval
No write or workflow action without separate authorization
What Mica can use
A decision record that shows what happened next

What you can verify here

  • The depth of today's 1,546,037-observation public market foundation.
  • A source-linked fact with period, geography, industry and interpretation limit.
  • The method that separates evidence, interpretation, action and measurement.

What remains outside this demo

  • Guaranteed ROI or causation.
  • Universal coverage for every industry and geography.
  • An automatic CRM, ERP or workflow connection from this public page.
  • General self-serve activation before the customer acceptance gate passes.

Start with one Decision Map.

Name one recurring decision. GraniteAI maps the business context, relevant signal classes, first test and outcome measure required to improve it.

  • The decision and owner
  • The systems and evidence it needs
  • The first test and success measure

A working session plus a written Decision Map.

Map one decision

Requesting the map is not a purchase. No private data, credentials or system connection are required to submit. Scope, timing and any commercial terms are confirmed before work begins.