Can I Afford This? Test a Big Purchase Against Your Future Cash
Test a big purchase against future income, bills, and other plans. See what you’ll have left, your lowest cash balance, and the tradeoffs with Ask Linc.
How Ask Linc Works
Future Cash Flow Calculator: See What Your Money Could Look Like Months From Now
See how income, bills, vacations, and big purchases could change your cash over time. Test future plans and cash cushions with Ask Linc’s forecast.
Beyond “LLM + Plaid”: The Infrastructure Moat Behind Ask Linc
A look at Ask Linc’s canonical financial truth, deterministic calculators, evidence routing, output grounding, and compounding infrastructure moat.
Building a Financial AI That Can Show Its Work
Inside Ask Linc’s architecture: provider normalization, semantic data packs, deterministic calculators, canonical facts, provenance, validation, and evidence-backed financial reasoning.
Show the Math: How Ask Linc Makes AI Financial Analysis Transparent
See how Ask Linc keeps the numbers, assumptions, calculations, checks, and sources attached to every financial answer so you can verify the work.
Why Determinism Matters in AI Financial Analysis
LLMs are non-deterministic by design. Discover how Ask Linc separates AI reasoning from fixed calculations to ensure consistent, reproducible financial results.
Why We Switched to Claude and Gemini
Why Ask Linc moved from a single AI model to Claude for reasoning and Gemini for structured data — and the measurable difference it made for users.