InSync MCP delivers data. WEAVE delivers intelligence. Purpose-built for fundamental investment analysis, based on our data, trained on real buyside models — not textbook templates.
Nobody else combines decades of hands-on buyside modeling expertise with an AI-native infrastructure rebuilt from the ground up.
20+ years of bespoke model building for hundreds of buyside funds. We've spent two decades building alongside PMs and analysts who stake real capital on the outputs.
A fully integrated pre-built model library including income statement, cash flow statement, balance sheet, segment drivers, complete adjustment reconciliation, quarterly variance, every KPI of importance, and DCF and valuation comps.
Granular actuals, consensus KPIs, advanced valuation metrics, company-provided guidance and "soft" commentary guidance available through our MCP server. We got GAME — Guidance, Actuals, Models & Estimates.
Five powerful capabilities that transform how portfolio managers and analysts work with financial models.
Natural language queries to understand and explore a model's structure, logic, and relationships — ask questions, get answers instantly.
Run ad hoc queries and generate visualizations and charts on the fly. Turn complex financial data into instant insight.
Real-time actuals, estimates, and guidance with auditable links. Always current, always verifiable.
Tweak live model drivers to perform scenario analysis on estimate revisions and valuation. Test conviction before committing capital.
Adds key commentary in comments for one-time items and soft guidance for convenient PM/analyst interpretation.
Three-statement models are the backbone of fundamental analysis — and the hardest thing to build with AI. Every line item is interconnected: revenue assumptions flow through margins to operating income, capex and working capital drive the balance sheet, and everything reconciles through cash flow.
InSync's WEAVE gets this right because it learned from thousands of models that already solved these problems.
There are a lot of compelling AI financial modeling demos online, but for anyone who has lived the day-to-day of fundamental investment analysis, they know the real work looks nothing like a demo. Every AI vendor claims they can build financial models — but knowing the concept and building a model a PM would actually stake capital on are two entirely different things.
| Dimension | Generic AI Modeling | InSync WEAVE |
|---|---|---|
| Model Quality | ✕Looks right on the surface | ✓Working model built for investment conviction |
| Training Data | ✕Generic templates & academic examples | ✓15,000+ real buyside models |
| Integrated Model | ✕Treats statements in isolation | ✓Fully integrated 3-statement with segment drivers, adjustments, valuation & variance |
| Annotation | ✕Misses context & data granularity | ✓Comments for 1x items & soft guidance commentary |
| Sector Knowledge | ✕One-size-fits-all approach | ✓Sector-specific driver logic |
| Scenario Analysis | ✕Cannot handle effectively | ✓Tweaks live model drivers for estimate revision and valuation scenarios |
| Circular Refs | ✕Breaks or avoids them | ✓Handles elegantly from learned patterns |
Five powerful capabilities that transform how portfolio managers and analysts work with financial models.
InSync WEAVE is trained on 15,000+ real buyside models, not textbook templates. It knows what a buyside-quality three-statement model looks like because it's learned from the best.
The industry's first and only unified MCP-ready database with a direct, structural link between every reported actual and guidance metric and its corresponding consensus estimate. WEAVE automatically reconciles actuals vs. estimates — something no general-purpose AI tool can do natively.
InSync accelerates the mechanical work so your team can focus on what matters: assumption setting, scenario design, and investment conviction. We make your analysts faster, not redundant.
ChatGPT and Claude can explain what a DCF is. They can't build a fully integrated three-statement model with proper circular reference handling, sector-appropriate drivers, and buyside-grade rigor.
InSync accelerates the mechanical work so your team can focus on what matters: assumption setting, scenario design, and investment conviction. We make your analysts faster, not redundant.
See how WEAVE can give your investment team a structural edge
with AI-powered modeling built on real buyside expertise.
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