Why qashqade
Because in private markets, almost right is still wrong.
Private markets need more than spreadsheets and more than generic AI. qashqade is a proprietary calculation engine, refined over years alongside real fund managers, administrators and investors to handle the exact challenges they face. It’s deterministic by design: the same inputs always produce the same results. Auditable and secure, it’s the system of record private markets can build on and the guardrail keeping your AI in check.
Trusted by leading private markets firms
Product
Move beyond Guesswork. Move Beyond Risk.
Private markets from private equity, debt, infrastructure, real estate to hedge funds, demand precision, repeatability, and auditability. Excel-based models and generic AI tools guessing at the logic behind them simply weren't built for allocation calculations. qashqade replaces fragile processes with a proprietary calculation engine, refined over years alongside real fund managers, administrators and investors: deterministic, auditable, and built to give you the same result every single time.
A Deterministic Calculation Engine
Many 'modern' tools still rely on Excel behind the scenes and some now bolt AI on top to interpret the numbers. Either way, you're left with logic that's manually coded and maintained, or generated by a model that can give a different answer each time you ask it. The risk still sits with your team.
qashqade's algorithms are engineered, tested, and refined over years across thousands of real-world use cases. It's deterministic by design; the same inputs always produce the same result. Clients don't reinvent formulas or second-guess an AI's output; they rely on one validated, auditable system.
Built for Private Markets Complexity
Private markets are inherently complex. Spreadsheets struggle to scale with that complexity whilst AI can’t guarantee to consistently produce consistent results with identical inputs. qashqade is designed specifically to model and manage the complexity, applying consistent, rule-based logic aligned directly to the economic terms set in your agreements.
Run the same calculation twice, a year apart, with the same inputs, and qashqade will give you the same result, every single time. That’s what it means to be deterministic, and it’s the foundation of everything we build.
Designed to Eliminate Human Error and Guesswork
Manual inputs. Broken formulas. Version control issues. Confident-sounding AI answers that can't show their work.
qashqade separates data from calculation logic, preventing formula corruption and accidental changes. Built-in validations flag inconsistencies straight away. Centralised data management eliminates re-keying. Every result is traceable and reproducible. The outcome: faster, more accurate, more reliable allocations you can defend, not just figures that happen to sound right.
Accuracy Isn’t 99.9%. It’s 100%.
AI tools can assist with analysis. They can summarise documents. They can suggest logic. But in private markets, being right 99.9% of the time isn’t enough.
A single allocation error can damage stakeholder relationships, delay reporting, and expose firms to reputational and financial risk.
qashqade incorporates automation within a
controlled system. You benefit from innovation
without sacrificing certainty.
Software & Expertise. Not Software Alone.
Most platforms give you tools and expect you to interpret the waterfall logic yourself. At qashqade, onboarding is a structured, expert-led implementation process. You work with a team of experts who run the project with you. What you get is not just software, but also a partner who understands private markets.
The Guardrails for Your AI Layer
AI is excellent at language, pattern-matching, and analysis. It is not a calculation engine and in private markets, a plausible-sounding answer is not the same as a correct one. qashqade sits underneath the AI tools your team already uses, through our MCP Layer, as the deterministic, auditable source of truth. Your AI can ask the questions; qashqade gives it the numbers it can trust.
Explore the complete platform
Head to our product overview for a full review of what the qashqade platform entails and enables you to achieve.
The Real Cost
The perceived savings of spreadsheets often mask hidden risks:
Without guardrails, AI introduces a different kind of hidden risk:
For many firms, the operational and reputational cost of spreadsheet risk and of operating AI without guardrails, outweighs the investment in a dedicated system.
qashqade scales with your business as a replacement for fragile Excel and a guardrail underneath any AI tool, reducing operational risk while supporting complex fund structures.
So: Why qashqade?
Purpose-built Infrastructure
Because private markets deserve infrastructure built specifically for private markets.
Confidence without Compromise
Because you shouldn't have to choose between speed and accuracy.
Right. Every Time.
Because getting it right every single time isn’t optional.
Stop worrying about whether your numbers are right
You don’t need more flexibility. You need calculations you can trust, explain, and defend. Every single time.
FAQs
Common questions about qashqade and how it works for your business.
Still have questions?
Reach out to our team.
We're here to answer your questions.
A deterministic calculation engine produces the exact same output every time it is given the exact same input, with no variation, approximation, or randomness. qashqade’s allocation engine is deterministic by design, so the same data will always generate the same waterfall, carry, or distribution result. This is a requirement for financial calculations that must be audited, defended, and repeated over the life of a fund.
General-purpose AI models generate plausible answers based on patterns in data; they do not guarantee mathematical correctness or repeatability. Private markets calculations (waterfalls, carried interest, capital allocations) must be exact and reproducible on demand, years after the fact, for LPs, auditors, and regulators. qashqade provides the deterministic, rules-based calculation layer that AI tools can call on for verified numbers, rather than generating those numbers itself.
A system of record is the authoritative source that all parties (GPs, LPs, administrators, and auditors) agree is correct. qashqade acts as the system of record for allocation and waterfall calculations: once a number is produced by qashqade’s engine, it is the number everyone reconciles to, rather than each team maintaining its own spreadsheet version.
Yes. qashqade is SOC II certified and its calculation accuracy is independently audited annually. Every calculation is traceable, and logic is kept separate from data so nothing can be altered by a broken formula or hidden override.