AI Agents for Research & Analytics

Your AI Workforce

Grail agents live in your Slack or Teams and accelerate your research workflows — pulling data from multiple sources, building models, generating reports, summarising findings, and delivering insights to stakeholders — without manual effort.

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# finance

Priya Tan (MD) 9:15 AM

@Grail, prepare our 3-month rolling cash flow forecast and handle this month's supplier payments (S$192k total, including China and Malaysia vendors). Pull everything from Xero and Airwallex. Remember the conservative assumptions we set last month.

Alex Lim (CFO) 9:17 AM

Add the pending Enterprise Singapore grant at 70% probability, and flag any cash shortfalls in May.

Grail APP 9:18 AM

Understood — referencing our 12 Feb discussion on 4% FX buffer and priority early payments for Johor suppliers. Connecting to Xero + Airwallex APIs now and writing custom Python Monte-Carlo simulation on my secure virtual desktop…

Grail APP 5:40 PM

✅ 3-month cash flow forecast complete with base + conservative scenarios, charts and sensitivity table. All 31 supplier invoices reconciled (GST input tax applied correctly). Full payment batch executed in Airwallex — PayNow sent to local vendors, telegraphic transfer to overseas.

CashFlow_Forecast_Apr-Jun2026.xlsx

Supplier_Payment_Run_Mar2026.pdf

Priya Tan (MD) 5:42 PM

Looks perfect, thanks Grail.

Grail APP 5:43 PM

✅ Forecast shared in Google Drive with the full team. GST worksheet auto-generated for next IRAS filing. Full audit log saved.

HR & Ops

Rachel Ng (HR Manager) 10:30 AM

@Grail, please handle full onboarding for Sarah Lim as Senior Sales Executive starting 1 April — contract, S Pass, Talenox payroll, Xero expenses, everything.

Kumar Raj (Operations Manager) 10:32 AM

She'll also need full access to our CRM and inventory system on day one.

Grail 10:33 AM

Got it. Recalling our standard policy from last quarter: 3-month probation, medical 80/20, 14 days AL. Salary confirmed at S$4,800 base + 2% commission?

Rachel Ng (HR Manager) 10:35 AM

Yes correct. She has diploma + 6 years experience. No dependents.

Grail 10:36 AM

Perfect. Running ACRA & MOM checks, drafting contract, compiling S Pass documents, setting up Talenox payroll and all system accesses on my secure workstation…

Grail 3:15 PM

✅ Sarah Lim fully onboarded:
• MOM-compliant employment contract drafted
• S Pass application submitted via MOM portal
• Talenox payroll profile created with CPF, SDL & IRAS settings
• Accounts provisioned in Xero, CRM, inventory system + Slack
• Welcome pack and first-day schedule emailed

Sarah_Lim_Onboarding_Package.pdf

S_Pass_Documents.zip

Rachel Ng (HR Manager) 3:17 PM

Great job Grail — this saves us hours every time.

Grail 3:18 PM

✅ All audit logs saved. First-day Outlook calendar invite created and shared with the team.

Built to Remember

Add a Grail agent to your research team and brief it on your data sources, report formats, and stakeholder preferences. It learns your methodology, preferred charts, and output structure — and produces consistent, accurate work every time.

First Week

Learns Your Data Sources

Connects to your data warehouse, external APIs, and research databases. Learns your preferred analysis frameworks, output formats, and key stakeholders.

First Month

Proactively Surfaces Insights

Flags anomalies in your data, emerging competitive signals, and patterns you didn't ask about. Develops standing reports that refresh automatically.

Ongoing

Runs Like a Senior Analyst

Knows your preferred models, citation standards, and stakeholder communication styles. Produces boardroom-ready outputs with minimal briefing.

Security & Control

Enterprise-grade compliance built into every agent.

⚖️

Full Code Ownership

Every automation we build is exported to your repositories. You own the IP — zero vendor lock-in.

🛡️

Approvals & Audits

Human-in-the-loop approval steps before any consequential action. Every decision is logged with full context.

🔒

Immutable Audit Trails

Every action is logged with full context — who asked, what ran, what changed, and when. Ready for internal review or external audit.

From the Grail Team

Real research and analytics work executed by Grail agents.

Market Research

Competitor Intelligence Report

Pulled pricing, product features, hiring signals, and customer reviews across 10 competitors — synthesised into a structured 20-page intelligence brief in 4 hours.

Data Analysis

Revenue Attribution Model

Built a custom multi-touch attribution model in Python, connected to the data warehouse, and generated a dashboard with weekly auto-refresh and Slack digest.

Reporting

Investor-Ready Market Sizing

Researched and modelled a TAM/SAM/SOM analysis for a new market entry — sourced from 15 public datasets, validated with primary research, and formatted for the board deck.