Ask Your AI Assistant What You Owe and Who Owes You: AP Data Inside AI Workspaces
Ottimate's June 2026 MCP integration lets you query live AP data from Claude or ChatGPT; Billtrust followed for AR. Start read-only, with audit logs on.
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Llm
Large language models for accounting automation and insights
MiniMax H1 2026 Earnings: $116.6M Revenue, a $293.0M Adjusted Loss, and a New Balance Sheet
MiniMax reported $116.6M of H1 2026 revenue, up 283.1% and more than its entire FY2025 result, as Open Platform revenue grew 703.1% to become 63.4% of the mix. IFRS net loss narrowed 11% to $358.0M only because fair-value charges on pre-IPO preferred shares fell $222.9M; adjusted net loss more than doubled to $293.0M as R&D reached $296.9M — twice the incremental revenue — while the January listing converted a $3.6B preferred-share liability into $1.35B of positive equity. The full income statement and balance sheet are reconciled in a public Beancount ledger.
How to Get Your Small Business Cited by Google AI Overviews, ChatGPT, and Perplexity
AI answers now decide who gets found: 68% of Google searches end without a click, and the top organic result loses 34.5%–58% of its clicks when an AI Overview appears. For local queries, 42% of AI citations come from Google Business Profile, 28% from directories, and 17% from the business's own site — so answer-first pages, consistent NAP data, and FAQPage schema matter more than keyword density. Here is a 7-step playbook and a 30-day sprint to earn citations.
Bitwave Just Open-Sourced 'Agentic Finance': What Happens When AI Agents Stop Using Your Accounting Software Like a Human Would
Bitwave open-sourced an agent-native accounting CLI and MCP server on July 23, 2026, arguing AI agents need command-line, diffable interfaces rather than GUI dashboards — the same properties git-tracked plain-text accounting has offered since before "agentic finance" was a marketing term.
Xero's Claude Integration: What Small Business Owners Should Know Before Connecting Their Books
On May 12, 2026, Xero went live with an Anthropic Claude integration that lets 4.5 million subscribers query live invoices, bank transactions, and reports conversationally. Here is how the bidirectional connection works, what the JAX Assure guardrails and session-only data policy actually promise, a due-diligence checklist before granting OAuth access, and why a plain-text Beancount ledger gives any AI the same access with no integration at all.
Connecticut's CTDPA Now Covers Small Businesses: Neural Data, LLM Training Disclosures, and the July 2026 Rules
Connecticut's amended CTDPA took effect July 1, 2026, lowering the coverage threshold to 35,000 consumers, classifying neural data as sensitive, and requiring conspicuous disclosure of AI and LLM training on personal data. Processing any sensitive data — even one record — now triggers coverage, the 60-day cure period is gone, and penalties reach $5,000 per willful violation.
Agentic Commerce for Small Retailers: How to Get Your Store Recommended by AI Shopping Agents
AI-driven traffic to US retail sites rose 393% year over year in Q1 2026, and AI-referred shoppers now convert 42% better than other visitors. A practical guide for small retailers on structured product data, the ACP and UCP protocols, llms.txt, detecting AI agent traffic in server logs, and tracking agent-referred revenue by channel.
Generative Engine Optimization (GEO): How Small Businesses Get Cited by ChatGPT, Perplexity, and Google AI Overviews
Generative Engine Optimization (GEO) is how small businesses get named in AI answers from ChatGPT, Perplexity, and Google AI Overviews — a channel where over half of citations come from pages outside Google's top 10. This guide covers the seven retrieval signals AI engines use, a five-step checklist (Google Business Profile, schema markup, direct-answer content, third-party validation, NAP consistency), and the mistakes that quietly suppress citations.
LLM API Costs Are COGS, Not Overhead: A Gross Margin Guide for AI Wrappers
LLM inference is a variable cost of delivering your product, not software overhead — ICONIQ's 2026 data puts AI product gross margins at a 52% industry average, well below the 70-80% typical of traditional SaaS.
MiniMax FY2025 Earnings: $79M in Revenue, and a $1.9 Billion Loss That Isn't What It Looks Like
MiniMax's first annual report as a listed company shows FY2025 revenue of $79.0M (+158.9% YoY) and gross margin up to 25.4%, alongside an IFRS net loss of $1.87B — but $1.59B of that loss is a non-cash fair-value remeasurement of convertible redeemable preferred shares that converted to equity at the January 9, 2026 Hong Kong listing. Adjusted net loss grew only 2.7%, from $244.2M to $250.9M. A public Beancount ledger of FY2022–FY2025 shows exactly where the paper loss sits and why it disappears in FY2026.
Beancount.io's Ask AI Can Now Write Entries and Read Receipts
Beancount.io expanded its Ask AI assistant from a read-only Q&A tool into an action-capable agent that drafts and writes ledger entries, reads uploaded receipts and bank-statement screenshots, and commits nothing without explicit user approval — live at /agent.
Beancount MCP: Connect Your Ledger to AI Assistants
Connect your Beancount.io ledger to Claude, Cursor, and compatible AI clients. Query spending, reconcile accounts, and preview ledger edits.