Now partnered with for institutional deal workflows

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Backed by Startmate, Sydney Angels and VentureCrowd

Stop drowning in deal admin. Start closing faster.

Harper 2.0 is the AI deal intelligence platform built exclusively for Australian investment teams. Screen deals in 15 minutes, automate quarterly reporting, and let your team focus on what actually moves the needle.

~$7.5bn
capital represented
$1bn+
deals underwritten
$1bn+
asset reporting built
200+
custom AI workflows
Backed by
Sydney Angels

Our Backers and Advisors have executed >$10bn of APAC deals across real estate, infrastructure and private credit/equity

Partners

Your analysts spend 80% of their time on work that doesn’t require judgment.

Deal screening, reporting drafts, broker follow-ups, CRM updates. It’s all critical — but none of it requires your best people’s best thinking. Until now, there was no alternative.

Missing out on deals

Your team takes a week to produce a screening paper and model. By then, the competitive edge is gone and brokers have moved on to the next buyer. It limits the deals you get shown and deals executed per year.

Reporting takes weeks

Chasing asset managers, QS teams, and consultants for quarterly data eats up the final weeks of every quarter. Massive inefficiency across data collation, quarterly drafting, and review.

Every deal starts from scratch

Past analysis, comps, and thesis refinements live scattered across inboxes and drives. No consistent memory means no compounding advantage.

Two workflows, one platform

Acquisitions and reporting run as separate workflows in Harper. Both are set up on your templates, past papers and reports, so drafts come back in your format.

01

Acquisitions

Forward a deal and Harper builds the first pass in about 15 minutes: the screening paper, the underwriting model and a response for the broker. Then it drafts the IC paper in your house template.

  • Pulls prior deals, comps, and firm-specific context into the workstream automatically
  • Lets analysts interrogate the deal instead of rebuilding the same starting pack each time
  • Compounds firm memory rather than scattering it across inboxes and drives
A deal screening slide drafted by Harper, with the sources for one figure open

02

Reporting

Harper collects the quarter’s documents, chases what is missing and rolls last quarter’s report forward. Each change from the prior report is listed with its source.

  • Continuously builds context instead of waiting for a last-week reporting scramble
  • Coordinates with asset managers, consultants, and internal teams across the reporting cycle
  • Turns portfolio data into a review-ready draft with the latest KPIs already in place
The quarter’s document checklist for a trust, with two missing files

Built for the way investment teams work

These run across both workflows. Your team checks every number, steers every draft and keeps its documents in one place.

Every figure Harper writes links to the page it came from. Click it and the source opens with the passage highlighted, in PDFs, Word files and spreadsheets.

Ask a question and Harper answers from every fund, asset and deal your firm has loaded, with a source for each point.

Email documents to Harper at your firm’s address. It files each one against the right asset and quarter, and replies to confirm.

Comment on a draft the way you would for an analyst. Harper makes each change and notes what it did.

See which documents each asset has for the quarter: current, stale or missing.

Open this quarter’s report beside last quarter’s. Every updated, added and removed figure is marked.

A quarterly report with a citation open, beside the valuation report and spreadsheet it cites A chat answer drawn from several assets, with the task list and knowledge library beside it An email thread where Harper confirms where it filed three attachments A draft report with highlighted passages and a comment being typed The quarter’s document checklist for an asset, with one stale valuation Last quarter’s report beside this quarter’s draft, with changed figures marked

“Harper has been helpful in reducing the administrative lift involved in drafting and structuring investor-facing materials. It doesn’t just provide a rough starting point. It gets me meaningfully further down the path toward a polished document.”

Pindara PartnersInformation Memorandums & Investor Reporting

Built by Australian deal makers, for Australian deal makers.

Our founding team and advisors have underwritten $10bn+ in deals. That experience is baked into every workflow.

Purpose-built for APAC deals

Our tool has assessed $1bn+ of deals and $750m of asset management work. 200+ specific skills and workflows built for this market, not a generic US product.

Consistent memory

Our agents remember every conversation. Self-improving skills that get better every time you give feedback. Your thesis evolves, Harper evolves with it.

Institutional-grade models

Sophisticated screening and IC modelling across the full capital stack: equity, junior debt, and senior debt. No toy spreadsheets.

Local team, fast support

Under 1-hour average turnaround on any debugging or tuning. We’re in your timezone, not across the Pacific.

Learning-first approach

Approximately 10 hours of training for RE and private credit investors. We train your team on Harper, Claude Code, Perplexity, NotebookLM, and more.

Enterprise-ready security

ISO 27001, Microsoft Partnership, local data residency, and growing data partnerships including Ansarada.

Enterprise-Grade Security & Compliance

Your deal data stays where it belongs. We never use your data for training external AI models.

Microsoft Partner

Certified Microsoft Partner. All data secured within Azure cloud in accordance with Microsoft’s enterprise security standards.

ISO 27001 Certified

We are ISO 27001 compliant, meeting the highest global standard for information security management.

No Training

We do not train any external models on your data. We only use trusted APIs that do not store or train on your data.

Local Data Residency

Australian-based data storage. Growing data partnerships including Ansarada. Your data never leaves the jurisdiction.

Background in Global Finance & Technology

Our founding team combines Australian real estate and credit expertise with deep AI and software engineering capability.

Sai Naicker

Sai Naicker

CEO
  • Former Senior Associate, Cerberus Capital
  • Investment Banking Analyst, J.P. Morgan & Founding Principal, Barrenjoey
  • Built deal materials for A$2B+ APAC deals
  • Building AI systems for 4+ years
James Oliver

James Oliver

CTO
  • Founding Engineer, V-DAQ (Grew from $0 to A$7M+ ARR, ~$50M val.)
  • Led 10-person engineering team
  • Founded AI voice company Dialout.ai
  • Bachelor of Engineering (CS / Mechatronics)
Randula Ariyawanse

Randula Ariyawanse

CPO
  • Ex-Quant Engineer at Optiver; building finance automations for 8+ years
  • Founded AI consultancy FlowAI
  • Expert in GPT architectures since early GPT-3.5 era
  • CFA Level 2 completed

Live in 48 hours.

01

Book a demo

30-minute walkthrough with our team. We’ll map Harper to your specific deal flow and reporting needs.

02

Connect & configure

Share your prior IC materials and quarterlies. Our mapping agents analyse your prior materials to capture tone, style, format and investment mandate.

03

Screen your first deal / Automate your first quarterly

Forward a live deal and get a screening paper, model, and broker questionnaire in minutes — or let Harper chase your quarterly data and draft your next report automatically.

Ready to Automate Your Reporting
in 15 Minutes?

Book a 30-minute demo with our team. We’ll show you Harper on a live deal and you’ll see exactly how it fits your workflow.

Book Demo

Or email us directly at [email protected]