Research
Company analysis, worked research examples, practical AI guides and product updates from the AllMind team.
AI Tools for Pre-Earnings Research: Peers, Experts and Estimates
Compare AllMind, AlphaSense, Hebbia, Rogo and Quartr for earnings previews that connect peer results, research evidence, dated consensus and the house view.
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AI Tools for Peer Earnings Read-Through: A Buyer’s Guide
Compare AllMind, Quartr, AlphaSense and Hebbia for turning peer earnings into cited research on your holdings, with clear reasons to choose each.
Tech M&A Research: When Product Fit Creates Deal Risk
Adobe-Figma shows how product complementarity and competitive overlap can coexist. Use AllMind to connect deal claims, regulatory evidence and the decision memo.
Tech M&A Valuation: Reconcile the Price Before the Multiple
Cisco's Splunk acquisition shows why headline equity value, purchase consideration and cash cost differ. Build a sourced price bridge with AllMind.
Software Short Research: What Flat Cash Flow Can Hide
Reconcile Atlassian's cash flow, stock compensation and working capital. See how AllMind helps a long/short team test the evidence behind a software short thesis.
AI Software Research: When Growth, Retention and RPO Disagree
Snowflake grew product revenue while retention declined. Reconcile the measures, test what backlog supports, and use AllMind for cited software coverage research.
AI Semiconductor Research: Who Actually Buys the Chips?
NVIDIA's customer and geography disclosures overlap. See how to avoid double-counting demand and use AllMind to connect semiconductor evidence across companies.
SaaS Due Diligence: What 120% Net Retention Leaves Out
A Qualtrics case shows why retention cannot replace a revenue bridge. Use AllMind to connect SaaS metric definitions, deal documents and the diligence memo.
AI Private Equity Research: Separate Cash Returned From NAV
Reconstruct a public fund-performance row to distinguish paid-in capital, distributions, residual value and unfunded commitments before comparing managers.
AI Private Credit Research: Income Is Not Cash Collected
Reconcile Ares Capital's 2025 income, PIK and per-share results to see which questions a private credit monitoring report must answer.
AI Medtech Research: Procedure Growth Is Not Revenue Growth
Reconcile Intuitive’s historical revenue growth across instruments, systems and service, then separate procedure demand from placements, leasing and product mix.
AI Macro Research: When Revisions Change the Story
Compare three BEA releases for Q2 2025 to see how revisions change a macro deck, its demand argument, and the evidence behind an investment view.
AI Fund Due Diligence: What Quarterly Liquidity Really Means
Work through an oversubscribed repurchase offer and distinguish an interval fund's schedule from the amount an investor can actually withdraw.
AI Sector Research: Follow the Exposure Beyond the GICS Label
Use a payments earnings example to build sector briefings that preserve the revenue driver, relevant peers and research owner across GICS boundaries.
AI Earnings Analysis: What a Margin Increase Can Hide
Apple’s gross margin rose while product margins fell. Work through the numbers, separate mix from operating improvement, and see where AllMind fits the research.
AI Data-Center Power Research: A Request Is Not Load
AEP Ohio's data-center funnel narrowed from 30,000 MW of requests to 5,642 MW of new contracts. Work through the investment read-through with AllMind.
AI Biotech Research: What a Trial Win Changes
Work through SURMOUNT-5’s absolute and relative results, separate clinical evidence from commercial assumptions, and connect the findings to a biotech thesis.
Biotech Catalyst Research: Approval Is Only One Date
Use Leqembi’s historical FDA and Medicare sequence to separate regulatory decisions, coverage conditions and launch evidence in AI biotech catalyst research.
Biotech Cash Runway: Funding the Next Clinical Catalyst
Recalculate a historical biotech runway using operating cash flow, then work through an illustrative raise to see how price and timing change dilution.
Financial Research Agents: What the Next Question Should Remember
A useful research agent carries definitions and corrections into its next answer. A worked organic-growth example shows what an investment research harness needs.
Compare Fund Factsheets With AI Without Mixing Dates
An IVV example shows why one fund page can contain several dates. Compare holdings, risk and mandate data without turning mismatched observations into a ranking.
AI Portfolio Analysis: Which Holdings Moved the Return?
Work through a $100 million portfolio to separate contribution, benchmark underperformance, exposure drift, and the company research that explains a move.
AI for Manager Due Diligence: Answers That Survive Review
A completed DDQ can conceal unanswered questions. Use AI to check the entity, evidence, and scope behind manager claims before they reach committee.
Pricing Power or Price Recovery? Read P&G’s Margin Bridge
P&G’s sales rose while aggregate pricing was flat. Reconcile the sales and margin bridges before deciding what the quarter says about pricing power.
Cyclical or Structural? What Caterpillar’s Rebound Shows
Work through Caterpillar’s Q4 2025 sales bridge, dealer inventories and falling margins to distinguish a cyclical rebound from a lasting business problem.
Conference Research: What Was Actually New at Lilly’s JPM Talk?
Compare Lilly’s January 2026 conference presentation with earlier announcements to separate repeated capital commitments from useful manufacturing updates.
AllMind and TELUS
AllMind is working with L-SPARK and TELUS toward bringing Sovereign AI to Canadian customers.
AllMind and Palantir
AllMind is working with Palantir Technologies.
AllMind Platform Feature Updates - Fall 2026
Watch the Fall 2026 walkthrough: dashboards, portfolio connections, Agent Studio, personas, skills, document search, markets, events, and M&A.
Point-in-Time Financial Data: An AI Research Guide
Understand point-in-time financial data through Microsoft's segment recast, with a reproducible growth calculation and a checklist for historical AI research.
How to Measure ROI on an AI Investment Research Pilot
Measure an AI research pilot with matched outputs, review time, failed work, and a transparent break-even calculation for institutional investment teams.
How to Audit an AI-Generated Financial Model
Audit an AI-built financial model using source reconciliation, formula checks, and a worked Microsoft example before accepting the workbook.
AI-Led Expert Interviews vs. Transcript Libraries
Decide when investment research needs an AI-led interview, a human conversation, or an existing transcript, using current documentation and an evidence-gap brief.
AI Credit Covenant Monitoring: From Clause to Review
Build a reviewable covenant-monitoring workflow from a filed credit agreement, preserving definitions, conditional thresholds, amendments, and evidence.
Anthropic IPO Preview: Valuation, Timing, and What to Watch
Anthropic's expected 2026 IPO from filings, court records, company statements and prediction markets: funding history, valuation math, timing odds and open risks.
Shein After the IPO: Venue, Valuation, and What Must Be Proved
Shein after its Hong Kong listing: the venue record, prospectus financials, valuation math against PDD, Inditex and H&M, and the regulatory risks still open.
How Executives Think About AI: A Founder’s Perspective
A founder's read of how executives talk about AI when the cameras are off, seen through the birth-death process: no neutral state, and why sequencing beats speed.
What AI Software Should a Long/Short Equity Fund Use?
Compare AllMind, AlphaSense, Hebbia, Rogo and Quartr for long/short research: peer read-throughs, thesis challenges, recurring coverage and investment notes.
What AI Research Tools Should a Small Hedge Fund Buy First?
A sequenced purchase plan for small hedge funds adopting AI research tools: what to license first, published prices, labeled estimates, and compliance prerequisites.
Run Cost-Controlled Financial Research in AllMind Agent Studio
Build scheduled AllMind research workflows with source-linked evidence, accepted-artifact gates, run-cost records, retry budgets, and accountable delivery.
AI Research Tools With Exact Source Citations
A documented comparison of passage citations, transcript anchors, spreadsheet lineage, entitlements, and citation persistence in exported research.
Which AI Investment Research Platforms Are SOC 2 Certified?
A public-source comparison of SOC 2 claims from AllMind, AlphaSense, Hebbia, and Rogo, plus the report-review test an investment firm should run before approval.
Quartr Alternatives for Institutional Research Teams
A documented comparison of Quartr alternatives for live earnings, licensed research, internal data, synthesis, and scheduled institutional workflows.
How AllMind Unifies Open, Licensed, and Internal Research
A practical AllMind workflow for combining public records, entitled research, and internal firm evidence into source-linked investment reports.
European and UK Coverage: Venues, Filings, Macro Data
What landed for the UK and Western Europe: 26 venues across fifteen markets, the filings and IR material behind them, and the official macro series they trade against.
Daloopa Alternatives: What to Replace, Add, or Keep
A documented comparison of Daloopa alternatives for model updates, institutional research, Excel workflows, finance agents, and self-serve financial data.
AI Tools for Multi-Manager Pod Analysts: A Sanctioned Stack
A guide to the financial data, monitoring, internal research, models, permissions, and governance a multi-manager should provide to pod analysts.
AllMind Slide Generation for Investment Banking
How banking teams use AllMind Data Rooms, Document Search, the financial ontology, and Reports to build source-linked deal decks with banker-grade review controls.
AI to Write the Morning Note for a Sell-Side Research Desk
A control-led guide to producing a cited pre-market coverage packet with AI while preserving the house view, review, corrections, and distribution rules.
AI for Sell-Side Models, Estimates, and Internal Data
A decision brief for joining house models and estimates to financial data while preserving cell lineage, estimate vintage, entitlements, and analyst approval.
Best AI to Write Earnings Notes for Sell-Side Analysts
A source-controlled guide to choosing AI for sell-side earnings notes, from estimate variance and KPI changes through analyst review and distribution.
Best AI to Search Internal Investment Research and Data
A decision guide to AI research platforms that search firm documents and query Snowflake or Databricks without losing permissions, lineage, or the final artifact.
AI for Research Sales to Answer Client Questions Faster
A workflow for turning institutional client questions into cited answers while preserving entitlements, the house view, analyst judgment, and delivery records.
AI Research Platforms That Don't Train on Fund Documents
A public-source comparison of no-training policies, retention, indexing, subprocessors, deletion, and the contract tests a hedge fund should run.
AI for IR Street Intelligence: Notes, Estimates, and Peers
A controlled workflow for turning entitled analyst notes, estimate and rating changes, and normalized peer evidence into a cited management brief.
Best AI Tools for Earnings Call Preparation for IR Teams
A source-controlled IR workflow for reconciling results, generating likely question themes, monitoring peers, and delivering an approved management Q&A prep book.
Best AI for Building Comp Tables and Valuation Analysis
A source-controlled framework for choosing AI to build peer sets, normalize comp data, calculate valuation multiples, and produce reviewable Excel and research outputs.
Best AI to Analyze 13F Filings and Institutional Positioning
A source-led field guide to 13F analysis, amendment handling, security mapping, unit controls, and defensible institutional-positioning research.
What Is an AI Research Agent?
A practical definition of AI research agents, their execution loop, institutional controls, failure modes and a reproducible evaluation protocol.
What Is an AI Investment Research Platform?
A practical definition of an AI investment research platform, the system layers it needs, and the tests that separate a platform from a chatbot.
What Is a Financial Ontology?
A precise definition of financial ontologies, how they differ from taxonomies and knowledge graphs, and how to test one in investment research.
How to Track Guidance Changes Across a Coverage List With AI
A source-first guidance tracking method with a normalized schema, quarter-over-quarter diff rules, a TJX worked example, and review controls.
Earnings-Triggered Research Automations: A Control Guide
A documented comparison of scheduled and event-triggered earnings research, with trigger design, failure handling, review gates, and vendor boundaries.
Rogo Alternatives by Banking and Investment Workflow
A public-source comparison of Rogo alternatives for decks, financial research, data rooms, market data, and the cases where keeping Rogo is the better decision.
How Accurate Are AI Earnings Call Summaries?
There is no universal accuracy rate. This guide shows how to audit factual support, omissions, qualifiers, attribution, and source traceability.
Equity Research Automation Statistics: A 2026 Evidence Check
What public surveys and finance benchmarks establish about research automation, what they do not measure, and how to calculate a team's own ROI.
Capital IQ Alternatives for Research and Deal Work
A documented guide to Capital IQ Pro alternatives for company research, private-market sourcing, Office-linked models, portfolio analytics, and lower-cost public data.
Can ChatGPT Analyze a 10-K? A Verification Workflow
ChatGPT can read a 10-K, but the useful workflow separates extraction, calculation, and judgment while requiring a source check for every material claim.
Broker Research Licensing for AI: A Buy-Side Guide
A contract-first guide to broker research in AI workflows, covering processing rights, entitlements, derived output, records and access tests.
Blueflame AI Alternatives for Private-Market Workflows
A documented comparison of Blueflame AI alternatives for Datasite diligence, cross-room analysis, public-company coverage, deal output, and governed LLM access.
Bloomberg Terminal Alternatives for Research Teams
A seat-level guide to moving research workflows off Bloomberg while preserving the Terminal for messaging, execution, pricing, cross-asset analytics, and governed data.
AI Tools for Investor Relations: A Controlled Workflow
How IR teams can use AI for peer monitoring, investor preparation, earnings Q&A, and disclosure operations while keeping public evidence and approvals intact.
AI Tools for Healthcare and Biotech Equity Research
Compare AllMind, AlphaSense, Quartr, Hebbia and clinical intelligence tools for biotech theses, catalyst research, cash runway and healthcare company analysis.
AlphaSense vs Hebbia vs AllMind: Choose by Workflow
A documented three-way comparison plus a reproducible public-filings pilot for teams choosing a content platform, analysis grid, or connected research system.
AI Research Tools for SEDAR+, UK and ASX Filings
How to evaluate AI filing tools across Canada, the UK and Australia using official-source coverage, identity, timing and citation tests.
AI Financial Research Benchmarks: What the Scores Mean
A buyer's guide to Finance Agent v2, Deep FinResearch, BigFinanceBench, Fin-RATE, and FinanceBench, including samples, scoring, and limits.
AllMind Summer 2026 Product Update
A factual release record for AllMind's summer data, identity, dictionary, screening, credit, expert-content, and financial-model surfaces, with status and limits.
Hebbia Alternatives: A Workflow-Based Buyer’s Guide
A source-based guide to Hebbia alternatives for document review, public-markets coverage, banking deliverables, and financial data, with a reproducible trial checklist.
Fintool Alternatives After the Microsoft Acquisition
A migration guide for former Fintool users choosing between Microsoft 365 Copilot, filing-search tools, enterprise research systems, and a direct EDGAR workflow.
Can ChatGPT or Claude Replace a Research Platform?
A documented comparison of general AI assistants and institutional research platforms across data rights, retrieval, evidence and workflow controls.
Can Hedge Funds Use ChatGPT? A Control Framework
A control framework for hedge funds evaluating ChatGPT, covering data handling, supervision, records, vendor claims and licensed research.
AlphaSense Pricing: What Public Contract Data Shows in 2026
A sourced AlphaSense pricing guide that separates vendor facts from contract benchmarks and gives buyers a worksheet for comparing complete annual cost.
Investment Research Software Costs: A 2026 Budget Framework
A sourced framework for budgeting research software across terminals, data, premium content, expert evidence, AI seats, integration, and governance.
AI in Asset Management: 2026 Statistics That Hold Up
An audited reading of 2025–2026 AI adoption surveys, with sample sizes, fieldwork dates, measures, limitations, and no blended headline percentage.
Choosing an AI Platform for Asset Management
An operating-model guide for asset managers choosing AI across portfolio systems, research evidence, and productivity, with governance gates and pilot workflows.
Third Bridge Alternatives for Calls, Library, and AI Access
A renewal guide that separates Third Bridge expert calls, its Library, and MCP delivery, then maps alternatives to the research budget being changed.
How to Search Earnings Call Transcripts With AI
A practitioner and buyer guide to exact, semantic, and answer search across earnings transcripts, with recall tests and source requirements.
How to Track Earnings Call Sentiment Across Companies
A methodology-led guide to earnings-call sentiment: speaker splits, baselines, model choices, validation, platform requirements, and failure modes.
How a Small Research Team Can Cover More Stocks With AI
An editable coverage-capacity model for small equity teams, with service tiers, annual hours, review gates, and explicit limits on what AI can own.
FactSet Alternatives by Research, Data, and Portfolio Job
A public-source guide to replacing selected FactSet workflows across research, company data, portfolio analytics, news, AI search, and lower-cost market monitoring.
How to Evaluate Consensus Estimates Platforms With AI
A practical guide to estimate lineage, point-in-time snapshots, accounting basis, dispersion, and the AI controls an institutional research team should test.
Alternative Data Due Diligence for Institutional Investors
A reproducible diligence process for alternative datasets, covering collection rights, panel drift, point-in-time tests, compliance controls, and AI integration.
AI Tools for Private Equity Due Diligence: A Buyer Workflow
A phase-by-phase private equity diligence workflow for data rooms, issue tracking, source control, commercial analysis, and investment-committee evidence.
AI Tools for Independent Research Firms: A Publishing System
A practical AI workflow for independent research firms to gather evidence, maintain models, publish differentiated work, and preserve source rights.
AI Tools for Family Offices: A Stack by Decision Type
A family-office guide to separating portfolio data, public research, private-market diligence, documents, and general AI by the decision each supports.
AI Tools for CFA Charterholders: An Evidence Standard
A source-led framework for CFA charterholders and analysts using AI while preserving reasonable basis, attribution, independence, and client fairness.
Best AI Stock Research Tools for Professional Investors
Compare stock research tools by the job: public filings, model updates, earnings, and portfolio thesis reviews that use the firm’s own research.
AI Software for Buy-Side Teams: Build the Research Stack
A role-based design for buy-side teams combining market data, licensed research, model inputs, earnings tools, AI workspaces, and human review.
AI Research Systems for Hedge Funds: A Pilot Design
A hedge-fund-specific pilot for testing research speed, thesis monitoring, pod separation, source lineage, model updates, and failure handling.
Selecting an AI Research Platform for Institutional Investors
A procurement guide for institutional investors evaluating data rights, source lineage, entitlements, auditability, implementation, and workflow fit.
How to Evaluate AI Report Writers for Financial Analysis
A documented comparison and buyer-run evaluation for AI financial report writers, focused on source lineage, numeric consistency, templates, and review.
Choosing an AI Copilot for Equity Research
A five-task pilot for choosing an equity-research copilot, with evidence requirements for terminals, research systems, content search, and general assistants.
How to Build an Automated Research Process for a Fund
A 90-day operating-model guide for funds automating research, including process maps, ownership, evidence controls, pilot metrics, and failure boundaries.
Automating Financial Model Updates: A Source-Controlled Workflow
A practical workflow for extracting reported actuals, mapping them into Excel, rolling forecasts, and reviewing every automated model change against its source.
How to Automate Equity Research Workflows: A Control-First Guide
A practical guide to choosing research automations, defining their inputs and review gates, and testing whether they save analyst time without weakening source control.
AlphaSense Competitors: A Market Map for 2026
A public-source map of the markets AlphaSense competes in, from terminals and expert networks to document analysis and research-workflow platforms.
AI Vendor Landscape for Institutional Investment Teams
A category map for research, technology, and operations leaders deciding which AI vendor layers to buy, integrate, consolidate, or build internally.
AI Equity Research Tools for RIAs and Wealth Managers
How advisory firms can choose AI research tools around client suitability, evidence retention, portfolio context, and reviewable recommendations.
AI Tools for Equity Research Associates: A Working Guide
A practical guide to using AI for earnings updates, model checks, transcript work, and senior-review handoffs without losing source control.
AI Supply Chain Analysis for Equity Research: A Source Map
A source-led method for mapping supplier and customer exposure, grading relationship confidence, and running equity read-throughs without false precision.
AI Stock Screening: From Reproducible Screen to Watchlist
A practical method for combining numeric filters and document questions, then turning each surviving stock into a sourced, monitored watchlist row.
AI Stock Pitch Decks: An Evidence-First Drafting Workflow
A practical workflow for drafting stock pitch decks with AI while keeping every number, forecast, chart, and judgment tied to an evidence register.
AI Research Tools for Pension Funds and Allocators
A manager-research and governance guide for pensions and institutional allocators evaluating AI tools, evidence trails, data rights, and committee output.
What Makes Financial Data Ready for AI Research?
A financial-data contract for AI research, covering identity, point-in-time history, semantics, lineage, entitlements, revisions, and provider acceptance tests.
AI for Private Company Research and Venture Capital
A venture research method for building an evidence mosaic from company databases, official records, product signals, references, and direct diligence.
AI Tools for Financial Data, Expert Research and Firm Knowledge
Compare AllMind, AlphaSense, Hebbia and Rogo for connecting financial data, expert research and firm documents in cited investment analysis.
Index and ETF Holdings Data for AI Research
A source and freshness guide for index constituents, ETF portfolios, fund filings, and manager holdings, with schemas and tests for AI research platforms.
AI Portfolio Monitoring: Build an Alert Policy Analysts Can Audit
A practical alert policy for monitoring filings, earnings, ownership, news, and thesis changes across a portfolio without creating a noise feed.
AI for M&A Target Screening: From Universe to Deal File
A source-led workflow for building an M&A target universe, ranking candidates, and analyzing announced deals without mixing estimates with reported facts.
AI for Investment Thesis Validation: A Claim-Ledger Method
A practical method for turning an investment thesis into testable claims, cited evidence, disconfirming checks, and explicit monitoring triggers.
How to Use AI for an Initiating Coverage Report
A section-by-section initiation workflow showing what AI can assemble, what the analyst must own, and how to preserve sources, model logic, and supervisory review.
How to Extract KPIs From Earnings Transcripts With AI
A schema-first method for extracting company KPIs from earnings transcripts with period, unit, definition, speaker, source, and review controls.
How to Prepare for Earnings Season With AI
A three-phase earnings-season runbook with source controls, preview and print-day templates, review gates, and a practical platform checklist.
Competitive Landscape Analysis for Investors: An AI Workflow
A practical method for defining a market, measuring share and profit pools, comparing peer economics, and using AI without turning vendor claims into investment facts.
Best AI Tools for Company and Sector Deep Dives
Choose AllMind, AlphaSense, Hebbia, Rogo or Quartr for company deep dives, sector comparisons and cited investment reports. See which research need each fits.
How to Build an Investor Company One-Pager with AI
A source-controlled one-page company brief template, with a public-filing example and a workflow for separating refreshed facts from analyst judgment.
Which Platforms Give AI Access to Expert Network Calls?
A documented guide to expert-call AI access, covering library search, MCP delivery, entitlements, compliance controls, and buyer tests.
What Is AllMind? Product, Evidence and Limits
AllMind connects 1B+ documents, financial datasets, research agents, and a firm's own data in one cited workflow.
How Hedge Funds Are Using AI in 2026
A source-audited view of hedge-fund AI use, based on AIMA's 2023 and 2025 manager surveys, the 2026 emerging-manager survey, and regulator guidance.
How to Analyze SEC Filings With AI: A Verification-First Guide
A practical workflow for using AI on 10-K, 10-Q and 8-K filings, with source controls, a reproducible review checklist and failure tests.
AI Earnings Call Analysis: A Buyer’s Guide
A documented guide to selecting earnings-call AI by job: live coverage, single-call review, cross-company search, extraction, and workflow automation.
How to Write an Investment Memo with AI: A Decision-Record Template
A copyable investment memo workflow that separates sourced evidence, calculations, analyst judgment, disconfirming tests, and the final committee decision.
AI Agents for Investment Research: A Deployment Field Guide
A practical guide to specifying, testing, and governing investment-research agents, with an earnings-monitoring workflow and acceptance checklist.
Tegus Alternatives for Expert Research After AlphaSense
A documented guide to replacing Tegus across transcript archives, bespoke calls, market-intelligence search, and research that joins expert and company evidence.
AlphaSense Alternatives by Research Job
A public-source guide to replacing one AlphaSense workflow at a time, from expert transcripts and document review to models and recurring equity research.
AllMind vs AlphaSense for Equity Research
A public-source comparison of AllMind and AlphaSense for equity teams choosing between broad content discovery and a connected research workflow.
AI Equity Research Platforms: A 2026 Decision Map
A public-source comparison of equity research platforms, organized by the bottleneck each product addresses and the evidence a buyer should verify.
Expert Calls vs. Earnings Transcripts: What AI Changes
A workflow guide to combining expert calls with earnings transcripts while preserving source roles, contradictions, entitlements, and uncertainty.
AlphaSense Replacement Shortlist for Investment Teams
A documented shortlist for investment teams comparing AlphaSense with workflow, document-analysis, model-data, earnings, and terminal alternatives.
AI Tools for Equity Research: Match the Tool to the Task
A task-by-task guide for equity analysts choosing tools for filings, earnings, broker research, model updates, monitoring, and investment writing.
AI Tools for Sell-Side Equity Research: Which Fits Your Desk?
Choose among AllMind, AlphaSense, Quartr, Hebbia and Rogo for sell-side research, from issuer events and peer analysis to cited notes in the desk's format.
AllMind's 10 Trillion Token Indexing Milestone
Our June 2026 indexing announcement marked an infrastructure milestone. Here is how to distinguish that count from document coverage and research quality.
State of Public Markets, June 2026: Higher for Longer Meets the AI Supercycle
AllMind's June 2026 state of the market across public equities, interest rates, fixed income, AI, venture capital, and the global economy, and why the Fed cuts we expected this year never came.
M&A and Private Markets: The June 2026 Outlook
AllMind's June 2026 guide to global M&A, private equity, private credit, and venture capital, and why the great deal rebound now meets a Fed that may hike.
AllMind Presents at Google's Head Office
AllMind founder Anwaar Malik presents at Google Canada's head office on how institutional teams unify research, market data, and their own internal datasets.
AllMind Discusses Ontario's AI Economy With Provincial Leaders
AllMind joins a Google Cloud Canada conversation with Ontario's Minister of Public and Business Service Delivery and Procurement, the Hon. Stephen Crawford, and Supply Ontario CEO James Wallace.
AllMind Featured in Finance et Investissement
Finance et Investissement covers AllMind's selection into Google Canada's Seed to Series A accelerator program.
AllMind Joins Google's Seed to Series A Accelerator
AllMind has been selected for Google Canada's exclusive Seed to Series A accelerator program, joining a selective cohort of high-potential startups working directly with Google.
AllMind Featured in the Waterloo Region Record
The Waterloo Region Record covers AllMind's selection into Google Canada's Seed to Series A accelerator program.
AllMind Featured in BetaKit
BetaKit covers AllMind's selection into Google Canada's Seed to Series A accelerator program.
The 33 km Chokepoint That Controls 20% of the World's Oil
A March 2026 analysis of Strait of Hormuz disruption, oil-market exposure, shipping constraints, and the questions facing institutional investors.
Tab Navigation, Portfolio Analytics, and Institutional-Grade Reports
Introduced browser-like tab navigation for the dashboard, a full portfolio analytics suite with risk and stress testing, and significantly upgraded report quality to institutional standards.
Research Workflows, Report Format Selection, and Interactive Synthesis
Launched the new Research Workflow system for multi-stage research tasks with interactive synthesis, multiple report format options, and improved keyword search accuracy.
How AllMind Connects Financial Data, Documents and Firm Research
See how AllMind connects financial data, source documents and firm research for company investigations, peer comparisons and recurring investment updates.
Automation Workflows, Public IR Page, and Folder Subscriptions
Enhanced automation with event-triggered workflows and email notifications, launched a public Investor Relations page, and introduced folder subscriptions for automatic document delivery.
The $4.7 Trillion Bet: When Does AI Capex Become AI Revenue?
A February 2026 analysis of AI infrastructure spending forecasts, the path from compute investment to revenue, and questions for institutional portfolios.
How the US Military Used Claude AI to Help Capture Maduro
A review of reporting on Claude AI, the operation to capture Nicolás Maduro, and the questions it raises for defense technology and investment research.
AI Agents, Subagents, MCP, and Skills Explained
A practical introduction to AI agents, subagents, MCP connections, and reusable skills, with examples of how they support repeatable research workflows.
Post-Training, RAG, and Financial Research: What Changes
AllMind explains how post-training, retrieval, financial data, and workflow controls differ, with a practical evaluation method for asset managers.
How to Pick an AI Tool for Asset Management
AllMind offers a practical procurement method: define the research task, audit sources and permissions, compare accepted work, and price the complete workflow.
Broker Research and RMS: What to Buy and How to Use It
AllMind explains broker research, live and aftermarket access, RMS responsibilities, and a practical test for choosing a connected research workflow.
Integrating Broker Research and Your RMS with AllMind
A practical AllMind guide to connecting broker research and an existing RMS, with permission checks, source revisions, and an analyst acceptance test.
Bitcoin and Tech Risk: Lessons from the February 2026 Selloff
AllMind examines Bitcoin's February 2026 selloff, shared risk factors, ETF flows, and why a correlated drawdown does not establish a permanent asset identity.
Automation, AI Presentations, and Template Editor
Launched workflow automation for scheduling recurring research tasks, introduced AI-generated presentations, and added a template editor for custom report formats.
Milan-Cortina 2026: Business Exposure to the Winter Olympics
An analysis of business exposure to Milan-Cortina 2026, including broadcasting, sponsorship, luxury goods, hospitality, and the limits of event-driven forecasts.
Palantir Q4 2025 Earnings and the Stock’s Volatile Reaction
A review of Palantir’s Q4 2025 results, 2026 guidance, valuation, analyst reactions, and the sharp stock-price moves around its earnings release.
Eli Lilly Q4 2025 Earnings: GLP-1 Growth and the 2026 Outlook
An analysis of Eli Lilly’s Q4 2025 earnings, Mounjaro and Zepbound growth, 2026 guidance, pipeline developments, and competition in the GLP-1 market.
Next-Gen AI Chat, Deep Research Mode, and Platform Redesign
Completely redesigned AI chat with frontier model integration, thinking indicators and task progress, added deep research mode, and launched a refreshed platform experience.
2026 Global Markets Outlook: Asset Allocation After the Great Disconnect
A 2026 markets outlook covering US and Chinese equities, fixed income, gold, copper, and Asian insurance flows after the divergence in asset returns during 2025.
US Bank Earnings Q4 2025: The Big Six Post-Mortem
Complete analysis of Q4 2025 bank earnings: JPMorgan, Bank of America, Wells Fargo, Citigroup, Goldman Sachs, and Morgan Stanley. Revenue, EPS, and what it means for bank stocks in 2026.
Reports V2, Macro Reports, and Sector News Summaries
Launched the next generation of research reports with full history and export options, added daily AI-powered sector news summaries, and introduced macro market reports.
ESG Data, Chart Generation in Chat, and Live Multiples
Added ESG section with ESG data, introduced AI chart generation directly in chat, launched live valuation multiples, and enhanced grid column templates.
Multi-Ticker Comparison Reports and AI Report Editing
Launched multi-ticker comparison reports for side-by-side stock analysis, added AI-powered inline report editing, and introduced report length selection.
ESG Research in AllMind
Explore ESG indicators, climate risk, governance, and sustainability research alongside company financials and firm information in AllMind.
Public Pages, Company Financials, and Broker Research
Launched public news and document pages, added company financial data for deeper fundamentals, and integrated broker research for comprehensive analysis.
Grid Enhancements, Report Templates, and Document Preview
Major grid improvements with sorting, color coding, and Excel export, plus new report templates and in-grid document preview functionality.
AI-Powered Grids and Custom Prompt Actions
Launched AI-Powered Grids for creating custom financial spreadsheets, added custom prompt actions for personalized workflows, and introduced live market price data in chat.
Live Earnings Audio, Report Editor, and Agentic Mode
Added live audio streaming for earnings calls, launched a report editor with version history, and introduced agentic mode for deeper AI-driven research.
AI Capital Intensity: Lessons From Q3 2025 Tech Earnings
Q3 2025 earnings revealed a fundamental shift: $320B in hyperscaler capex, NVIDIA's robotics bet, and why the AI trade is divided between winners who can execute physically and those who cannot.
North American Bank Earnings: Policy and AI in Q4 2025
A December 2025 review of North American banks, monetary-policy divergence, reported AI initiatives, and the questions facing bank research teams.
Report Planner, Interactive Charts, and Cloud Storage Connections
Launched the Report Planner for custom research outlines, added interactive AG Charts for rich data visualization, and introduced Google Drive and OneDrive connections.
Data Room Redesign and Document Upload Enhancements
Completely redesigned the data room with thumbnail previews and batch uploading, added Word and Markdown document support, and improved file upload speeds.
AI Notepad, Web Search, and Analyst Estimates
Launched AI-powered notepad for research notes, added web search in chat, introduced analyst estimates page, and added chart generation capabilities.
AllMind's Data Standardization Methodology: Our Approach to Fundamentals
Understanding our comprehensive approach to data standardization, point-in-time preservation, and quality control that powers our terminal.
Venue Analysis Dashboard and Data Room Search
Launched venue analysis for market microstructure insights, added vector-powered data room search, and introduced flash note PDFs with Canadian market expansions.
Canadian Market Support and Document Search Overhaul
Full Canadian securities support across chat, events, and document search, plus major improvements to document viewing and event search performance.
Search Infrastructure Upgrade and New Data Sources
Major search performance improvements with optimized query speeds, expanded sector data processing, and new research document sources.
Expanded Data Coverage and Faster Search
Significantly expanded financial data coverage with new fund and ETF profiles, and improved document search speed through infrastructure optimizations.
Chat Quality Boost and Document Search Refinements
Improved chat responsiveness and accuracy, refined document search, and enhanced ticker data displays across the platform.
AllMind Fixed Income Compass: October 2025
A historical comparison of the Fed and ECB's September 2025 decisions, with a worked rate differential and implications for fixed-income research.
Document Search Enhancements, AI Enhancements, AI Actions, & Chat Export
Major document search improvements with fixed income coverage, chat export to PDF, actions, context references, and enhanced AI research capabilities.
Smart Data Mentions and Enhanced Event Experience
Introduced @ mentions for precise data queries in chat, added transcript search, and redesigned event pages with live transcripts and improved calendar views
Weekly Update: Live Event Center, In-App Documents, and Faster Transcripts
We launched a new Events experience with live transcripts, side chat, and in-app documents, expanded coverage, and improved performance.
Anwaar Malik Featured in The Globe and Mail on Building in Canada
The Globe and Mail featured our Founder and CEO, Anwaar Malik, in its September 2025 report on where Canadian tech founders choose to build their companies.
September 19 Update: AI Report Editing and Earnings Research
The September 19, 2025 AllMind update added AI report editing and earnings documents, with improvements to search sorting and filtering.
September 12 Update: Search Filters and Ticker Dashboard
The September 12, 2025 AllMind update added document-search filters, redesigned the ticker dashboard, and improved search relevance and usability.
September 5 Update: Sector Analysis and Research Search
The September 5, 2025 AllMind update introduced sector analysis, expanded historical research, and improved document search and data API performance.
Weekly Update: New Reporting Features and More Sources for Document Search
This week, we've rolled out new reporting features and more sources for document search.
Weekly Update: New Reporting Features, UI Improvements, and Chat Optimizations
The August 15, 2025 AllMind update added reporting features for competitor analysis and market sentiment, alongside interface and chat improvements.
How AllMind Connects Financial Research and Human Judgment
Bring company evidence and the firm's own research into a cited workflow, while keeping the investment assumptions and final judgment with the analyst.
AllMind Spotlighted in Globe and Mail's Top 2025 AI Article
The Globe and Mail featured our Founder and CEO, Anwaar Malik, in a major article on how Canadian leaders are using AI to drive unprecedented efficiency and innovation.
Archived Duplicate of the July 2025 Product Update
This duplicate release entry redirects to the original July 2025 AllMind product update.
Weekly Update: Unstructured Data Search, Ask AI, and Advanced Futures Data
The August 1, 2025 AllMind update added unstructured-document search, document questions with Ask AI, expanded futures data, and fuzzy search.
Level 3 Order-Book Data: Evidence, Inference, and Limits
AllMind explains what order-level data can show, how to review replenishment and absorption, and why anonymous order events do not prove investor intent.
Weekly Update: Options, Earnings Call Transcripts, AI Chat, Bookmarks & More
The July 25, 2025 AllMind update introduced transcript search with AI chat, bookmarks, historical-estimate charts, and an options page.
Weekly Update: In-App Tutorials, Futures Data, and Watchlist Enhancements
The July 18, 2025 AllMind update added in-app tutorials and futures data, with improvements to watchlists, interface controls, and platform stability.
Introducing AllMind: A New Data & AI Workspace for Institutional Investors
Meet the AllMind Terminal and API tools designed to help hedge funds access clean data, gain faster insights, and streamline investment workflows.
July 2025 Update: Liquidity Heatmap and Financial Charts
The July 2025 AllMind release added liquidity heatmaps, financial-reporting charts, ticker overviews, and updates to screeners and watchlists.
Archived Institutional Research Announcement
This archived announcement redirects to AllMind's current guide to AI research workflows for institutional research desks.
Update on AllMind: Our Plan Going Forward
What's next for AllMind?