Slow
Weeks of desk research, interviews and rework before a decision can move.
A LA USA Business Strategy product
Strategic research you can defend in the boardroom.
AG Mosaic turns public evidence into a complete decision stack — structured report, spreadsheet, executive brief and figures — in hours, not weeks.
- Word report
- Excel model
- Executive brief
- Figures
The problem
A decision-grade report normally needs a squad.
Expensive
A multi-analyst team — research, finance, writing, design, QA — for one report.
Inconsistent
Every analyst, a different template. Claims that can't be traced back to a source.
One decision stack
Every format your team uses, from one order.
01
Editable Word report
The full narrative, structured by module, ready to edit.
02
Excel with live formulas
Scores, tables and models you can audit and extend.
03
1-page executive brief
The decision, the evidence and the limits — on one page.
04
Figures
Charts and matrices, consistent with the report.
05
Presentation + CSV/JSON
Advanced plan: slides and machine-readable data.
One order. One structured source. Every format consistent.
Decision Mandala
Eight decisions. One method.
Select a decision to see what AG Mosaic research covers.
The question
How do competitors position, price and move — and where are they exposed?
What the report covers
- Positioning, offer and pricing signals
- Footprint, partnerships and public moves
- Strengths, gaps and likely next steps
Typical deliverable
Competitive report + comparison matrix
Who uses it
Strategy, product marketing, BD
How it works
From question to decision stack in four steps.
01
Choose the decision & target
Pick one of eight decisions and name the company or market.
02
AG Mosaic plans and collects
The method plans the research and collects public evidence.
03
Every material claim is verified
A QA gate checks each claim against a cited source.
04
Receive the full stack
Editable formats, with limitations stated plainly.
Why AG Mosaic
Built to be defended, not just read.
Proprietary method
A structured research method with fixed modules, scoring rubrics and templates.
Consistent results, not ad-hoc prompts.
Evidence-first QA
Every material claim carries an evidence ID and a citation; unsupported claims are removed or flagged.
Three outcomes only: approved, approved with limitations, not deliverable.
Decision stack, not a document
Report, spreadsheet, brief and figures from one structured source.
Always consistent across formats.
Traceability & audit trail
Sources, versions and limitations recorded per order.
Reproducible by design.
Predictable cost
Fixed plans with monthly research quotas.
No surprise hourly billing.
Security & privacy by design
Private storage, signed links, role-based access, row-level security.
Public sources only.
To our knowledge, AG Mosaic is the only platform that delivers this combination as one structured decision stack.
Compare by category
How AG Mosaic compares to the usual options.
| AG Mosaic | Generic AI assistants | Search & data subscriptions | Traditional consultancies | In-house analyst team | |
|---|---|---|---|---|---|
| Structured multi-format deliverables | Yes | No | No | Partial | Partial |
| Every claim cited and verified | Yes | Partial | Partial | Partial | Partial |
| Consistent method across reports | Yes | No | Partial | Partial | Partial |
| Editable Word + Excel + brief | Yes | Partial | No | Yes | Yes |
| Turnaround | Hours (target) | Minutes, unverified | Self-serve | Weeks | Weeks |
| Cost predictability | Yes | Yes | Yes | No | Partial |
| Audit trail | Yes | No | Partial | Partial | Partial |
| Needs your own analysts to assemble | No | Yes | Yes | No | Yes |
Category generalizations as of Oct 2026; capabilities vary by provider. Not a statement about any specific company.
The squad you don't have to hire
The same decision-grade report: a 7-role squad vs. AG Mosaic.
7-role squad
78 h
US$4,813 · loaded labor cost, illustrative
- Research lead (Management Analyst)16 hours
- Market & competitive analyst24 hours
- Financial analyst12 hours
- Technical writer / editor10 hours
- Graphic designer6 hours
- QA / fact-check reviewer6 hours
- Project coordination4 hours
Total: 78 h · US$4,813
AG Mosaic
~US$190 per research on the plans
Standard-depth report; overage US$247–251. Delivered per plan target.
≈25×
lower cost (US$4,813 vs US$190)
78 h → 1
analyst-hours become one order
Weeks → hours
target turnaround on the plans
Illustrative estimate for a report comparable to AG Mosaic's Standard-depth deliverable (~45–50 pages plus spreadsheet and brief). Hours are AG Mosaic's planning assumptions, not a guarantee; actual effort varies. Wages: U.S. Bureau of Labor Statistics, OEWS May 2025 (national medians). AG Mosaic price: published plan rates; excludes taxes. Turnaround targets are goals, not SLAs.
Plans
Predictable plans. Prices on the page.
Save 20% on annual billing
Basic
$380/mo
≈ $190 effective per research · billed monthly
- 2 standard research / month
- Target turnaround up to 12 h
- 1 user
- Dashboard, PDF, links
- 1 brand profile
- Retention: 1 month
- No integrations
- No comparatives
Most popular
Standard
$1,160/mo
≈ $193 effective per research · billed monthly
- 6 standard research / month
- Target turnaround up to 2 h
- 5 users
- + Word, Excel, brief, figures
- Up to 3 brand profiles
- Retention: 3 months
- 2 integrations
- 1 comparative / month (up to 3 entities)
Advanced
$2,860/mo
≈ $191 effective per research · billed monthly
- 15 standard research / month
- Target turnaround up to 30 min
- 15 users with domain restriction
- + Presentation, CSV, JSON
- Unlimited brand profiles
- Retention: 12 months
- 6 integrations
- 3 comparatives / month (up to 8 entities)
Add-ons (per unit)
- Upgrade Standard → Deep
- Bilingual standard
- Bilingual Deep
- Urgency
- Extra integration / month
Urgent orders deliver a preliminary first layer in 10 minutes; final validation follows.
USD, excludes taxes. Payments processed by Stripe; AG Mosaic does not store card data. Cancel anytime from the customer portal; see Terms.
Security, privacy & responsible use
Your research stays yours.
Private storage
Deliverables are stored privately per account.
Signed links
Downloads use expiring, signed links.
Role-based access
Control who sees and orders research.
Encryption
Encrypted in transit and at rest.
Public sources only
We research the public record — nothing else.
GDPR/LGPD-aligned practices
Data-subject requests handled through Contact.
AG Mosaic reports on individuals are limited to public professional information and must not be used to make decisions about employment, credit, insurance or housing/tenancy. AG Mosaic is not a consumer reporting agency.
FAQ
Questions, answered plainly.
What sources do you use?
Public sources only — company filings, official registries, press, websites, public datasets and similar. We do not use private or leaked data.
How is accuracy ensured?
Every material claim carries an evidence ID and a citation, and passes a QA gate. Claims that can't be supported are removed or flagged. We do not guarantee accuracy; limitations are stated plainly in each report.
Can I use it on individuals?
Only for public professional information (roles, tenure, public professional record). Reports must not be used for employment, credit, insurance or housing/tenancy decisions. AG Mosaic is not a consumer reporting agency.
What if a report can't be delivered?
Our QA rule has three outcomes: approved, approved with limitations, or not deliverable. A not-deliverable order produces no conclusive delivery and is handled per the Terms.
Which languages are supported?
English and Portuguese. Bilingual reports are available as an add-on.
How long is data retained?
Retention depends on the plan: 1 month (Basic), 3 months (Standard) or 12 months (Advanced).
Who owns the output?
Ownership and license of deliverables are defined in the Terms of Service, which are pending legal review.
How do I get support?
Write to talk@agmosaic.online or use the Contact page.
Make your next decision with evidence.
Create an account in minutes, or talk to us about your team.
AG Mosaic™ is a trademark of LA USA Business Strategy, LLC.