The challenge
Eisen's investment team works property deal-flow across India and the UAE, where comparable-market data sits in vendor portals with inconsistent schemas and investor updates are drafted manually each quarter. Cross-border data normalisation alone consumes meaningful analyst time per cycle.
How we approached it
Ajuni is scoping a pilot with the investment team where Pragna handles deal-flow research and comparable-market analysis, and Lakshya runs diligence prep and investor-update drafting. The pilot will run on Azure with India and UAE-region data paths kept separated, with normalisation handled inside the agent layer.
What the pilot will prove
- Pilot will prove sub-30-minute comparable-market pulls
- Pilot will prove cross-border data normalisation in-agent
- In scope: deal-flow research across India and UAE
- In scope: quarterly investor-update drafts
- Scoping target: full investment-team rollout
Stack & guardrails
Integration & deployment
- Azure · India + UAE regions
- Property data portal connectors
- Claude Sonnet 4 · API
- Cross-border normalisation layer
- Investor CRM integration
- Document export pipeline
Compliance & audit
- DPDP Act 2023
- UAE PDPL alignment
- SEBI AIF norms · India
- Investor-update audit log
Timeline
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Week 0–2
Investment-team scoping
Highest-friction research and update workflows ranked with partners.
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Week 3–4
Portal + CRM wiring
Portal connectors built; cross-border data path validated end to end.
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Week 5–7
Analyst shadow
Pragna and Lakshya run alongside analysts on live deals; outputs reviewed.
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Week 8
Pilot review
Pilot reviewed with investment committee; rollout decision and audit sign-off.
