Agentic business intelligence.Without the BI project.

8bi is a private AI platform that builds and operates your business intelligence, giving every team a secure, shared place to understand the business and act.

See how it works

Traditional BI and AI agentseach solve only half the problem

Traditional BI provides a dependable analytical foundation, but requires specialists and long cycles to build, change, and maintain. AI agents bring reasoning and adaptability, but not the collaborative, verifiable analytical system a business needs.

8bi brings the two together in a system that builds and operates itself.

An intelligence system that builds and evolves around your business.

  1. Start with what you need to understand

    Describe the business question, process, or decision. The agent turns your intent into a plan.

  2. The business context is mapped

    It identifies the relevant systems and business skills, explores their structure, and maps the organizational logic the work requires.

  3. The data layer is generated and extended

    The agent writes reusable code and datasets, then modifies or expands the analytical foundation as new questions arise.

  4. Outputs stay interactive and current

    Nothing is frozen at handoff. Ask follow-up questions or request changes, and the agent can extend the data layer, revise the analysis, and update the report, presentation, or app.

From executive reporting to interactive business applications.

8bi turns intelligence into polished, business-ready work, presented in your organization's visual language and built to be shared, explored, and refreshed.

Business analytics

Business Performance Report
(2024–2025)

Executive Summary

  • Toys leads all categories at $179K, barely ahead of Beauty and Health in a tight top tier.
  • 2025 revenue grew only 0.6% YoY despite 5.4% more units — ASP pressure compressed growth.
  • Gross margin slipped 1.6pp to 62.9% as Electronics and Books drag category profitability.
TOTAL REVENUE$1.5MAll non-cancelled orders
2025 REVENUE$653K↑ 0.6% vs 2024 ($649K)
GROSS MARGIN63%↓ 1.6pp vs 2024 (64.5%)
UNITS SOLD (2025)2.4K↑ 5.4% vs 2024 (2,248)

Monthly Net Revenue & Net Income — Jan 2024 to Dec 2025

Bars = Net Revenue | Line = Net Income | Q4 seasonality spikes visible in both years

Net RevenueNet Income

Full-Year Margin Summary — 2024 vs. 2025

MetricFY 20242024 MarginFY 20252025 MarginYoY $ ChangeYoY %
Net Revenue$46M$53M$7.3M+15.9%
Gross Profit$23M51.3%$27M51.4%$3.8M+16.1%
EBITDA$7.8M17.2%$9.1M17.2%$1.3M+16.3%
Net Income$4.9M10.8%$5.7M10.8%$0.80M+16.4%

Key Highlights

Strong 15.9% Revenue Growth

Net Revenue grew from $45.6M to $52.8M in 2025, adding $7.25M in top-line. Every month outpaced its prior-year counterpart.

Margins Remain Rock-Solid

Gross margin, EBITDA margin, and net margin each held within 0.1 pp of 2024 levels while revenue expanded.

Q4 Seasonality Drives ~31% of Revenue

Q4 2024 generated $14.2M and Q4 2025 $16.6M—both representing roughly one-third of the year.

Fortress Balance Sheet & Growing Cash

Cash reached $24.2M at year-end 2025, while debt-to-equity compressed to 0.32×.

1ACME · Confidential
Business analytics

Monthly Order Count

Jan 2024 – Mar 2026

Orders

Revenue by Category

Completed & shipped orders only, sorted by revenue descending

Revenue

Capital Structure — Debt vs. Equity

Stacked bars: Current Liabilities + Long-term Debt | Line: Total Equity

Current LiabilitiesLong-term DebtTotal Equity

Working Capital Analysis

Current Assets, Current Liabilities, and implied Working Capital across 8 quarters

Current AssetsCurrent LiabilitiesWorking Capital
2ACME · Confidential
Business analytics

Avg Shipping Cost by Channel

Web orders are most expensive to ship; Phone the cheapest

Avg Shipping Cost

Avg Order Value by Payment Method

Cash commands the highest order value at $2,308 avg

Avg Order Value

Channel × Payment Method Performance

Top 16 combinations sorted by revenue — Web/Cash leads at $112K

ChannelPayment MethodOrdersRevenueAvg Order ValueAvg Discount %
WebCash45$112K$2.5K8.9%
MobileCredit Card48$112K$2.3K6.8%
PhoneCash52$108K$2.1K6.4%
In-StoreCash49$99K$2.0K6%
WebCredit Card51$99K$1.9K6.3%
MobileBank Transfer44$97K$2.2K8.2%
WebPayPal40$97K$2.4K8.4%
PhoneDebit Card39$90K$2.3K7%
In-StoreDebit Card41$89K$2.2K5.7%
In-StorePayPal44$89K$2.0K7.7%
In-StoreBank Transfer40$89K$2.2K9.5%
PhonePayPal40$88K$2.2K7.5%
WebDebit Card37$85K$2.3K7.3%
PhoneBank Transfer39$83K$2.1K10%
MobileCash39$83K$2.1K8.1%
MobileDebit Card43$82K$1.9K7.2%

Operating vs. Free Cash Flow — 8-Quarter Trend

Operating cash flow remains above free cash flow as the business continues investing for growth

Free Cash FlowNet Cash from Operations
3ACME · Confidential
Business analytics

Key Findings

Web × Cash: The Power Combination

The Web + Cash pairing is the single highest-revenue combination at $112,476, with the highest avg order value of $2,499 — nearly $300 above the overall average. Prioritizing this segment through targeted promotions could yield outsized returns.

Discount Overuse on Phone Channel

Phone + Bank Transfer carries an average 10.14% discount — the only channel/payment combination consistently above the 10% threshold. Combined with 298 orders totaling >10% discounts company-wide, reviewing the phone-channel discount authorization process is warranted.

In-Store Credit Card is Underperforming

In-Store + Credit Card generates just $71,610 in revenue with the lowest avg order value at $1,747 — a 20% deficit vs. the Web/Cash top combination. Targeted in-store promotions or card-linked loyalty incentives could help lift transaction size.

Mobile Bank Transfer Is a Hidden Gem

Mobile + Bank Transfer ranks 6th overall in revenue at $96,808 with a healthy $2,200 avg order value — outperforming Mobile Cash and Debit Card. This combination deserves more attention in mobile UX and checkout flow optimization.

Cash Flow by Activity — All 8 Quarters

Operating cash flow is the dominant and consistently positive driver; investing and financing outflows remain controlled and predictable

Net Cash from FinancingNet Cash from InvestingNet Cash from Operations

2025 Quarterly Cash Flow Waterfall

Operating cash generation, investing outflow, financing activity, and net quarterly cash change

Operating CashOutflowsNet Change
4ACME · Confidential

One shared intelligence layer across your business.

Every system becomes part of the conversation

Connect the tools your business already uses. Bring operational data, analytical sources, and team knowledge into a shared business context.

A skill layer that grows with your organization

Built-in skills provide analytical methods and reporting standards. As teams work, 8bi generates organization- and workspace-specific skills that capture your metrics, definitions, and business logic.

A workspace for every team

Continue shared conversations, refine analysis together, and publish reports, presentations, and applications from the same business context.

Open by design.
Enterprise control.