AI Automated Outlook Follow-Ups to Boost Email Reply Rates - Contract to Hire
Project: Enterprise AI-Powered Automated Email Follow-Up System (Outlook / Microsoft 365)
About Us
We are a large enterprise organization building an internal AI-driven automation platform (“KI-Platform”) used across multiple business units.
We are looking for a high-quality, reliable, long-term automation partner to design and implement an AI-based email follow-up solution that can scale across many users and teams.
This project is intended as the first phase of a broader automation roadmap, and strong performance may lead to long-term collaboration, additional phases, and ongoing ownership.
Business Problem
Sales representatives typically send initial outreach emails but often fail to follow up when no response is received. This leads to:
Lost revenue opportunities
Low email reply rates
High manual workload
Inconsistent follow-up timing and quality
Despite best intentions, follow-ups are frequently forgotten or delayed, especially when sales reps manage many parallel conversations.
Project Goal
Design and implement a system that automatically generates and sends context-aware, personalized follow-up emails using AI, based strictly on existing email conversations.
The solution should:
Increase reply rates
Improve consistency and professionalism of follow-ups
Reduce manual effort for sales teams
Be scalable, secure, and enterprise-ready
Success Metrics (Internal KPIs)
The solution will be evaluated based on:
Increase in email reply rate (%) vs. baseline
Time to first reply
Number of follow-ups sent per opportunity
Conversion rate (optional, later phase)
Salesperson adoption rate
Core Scope of Work (Phase 1 – In Scope)
1. Email Account Integration
Secure connection to user email accounts (Outlook / Microsoft 365; similar providers acceptable if architecture allows)
Minimal user-side setup (e.g., enter email address + confirm via link)
OAuth-based consent where required
Configurable minimum permissions (read-only where possible)
Ability to restrict access to selected folders only (Inbox, Sent, Sales folder, etc.)
2. Follow-Up Eligibility Detection
The system must automatically identify email threads eligible for follow-up using logic such as:
Initial email was sent by the user
No reply received from recipient
Auto-replies and out-of-office messages must be excluded
Last activity older than a configurable threshold
Configurable maximum number of follow-ups per thread to avoid spam risk
3. AI-Generated Follow-Up Emails
Generate follow-up emails using AI based only on existing conversation context
No hallucination or invention of facts
Respect user-defined tone, style, and brand guidelines
Output must be professional, concise, and sales-appropriate
4. Scheduling & Trigger Rules
User-defined follow-up timing rules, e.g.:
First follow-up after 1 day
Second follow-up after 1 week
Additional follow-ups after X days
Must respect:
Business hours
User timezone
Support pausing or disabling follow-ups per user or per account
5. Scalability & Architecture
Support many users in parallel
Stateless execution per user
Queue-based processing
No cross-user data leakage
Ability to handle burst workloads (e.g., Monday mornings)
Reliable retry mechanisms for API or network failures
6. UI & Platform Integration
The feature must be accessible via our internal KI-Platform:
Enable/disable follow-up agent per user
Configure timing rules
Configure tone & brand guidelines
Preview AI-generated follow-ups before sending
View sent follow-up history
Exposed via API
UI embedded in or integrated with KI-Platform
Authentication aligned with KI-Platform users
7. Monitoring, Logging & Analytics
System must track and log:
Follow-up generated
Follow-up sent
Reply received
AI errors or failures
Logs per user and per email thread
Exportable data (e.g., for Splunk dashboards)
8. Compliance & Security
Full GDPR compliance
Clear data isolation between users
Secure handling of credentials and tokens
Out of Scope (Phase 1)
CRM integration or opportunity management
Phone or LinkedIn follow-ups
Fully autonomous deal closing
Advanced analytics or forecasting (later phases possible)
Optional / Nice-to-Have Scope
Human-in-the-Loop Control
Users can choose how follow-ups are handled:
Auto-send mode
Draft-only mode (approval required)
Requirements:
Mode configurable per account
Drafts appear in Outlook or KI-Platform UI
User can edit drafts before sending
Multi-Language Support
Ability to generate follow-ups in multiple languages
Risks & Expectations
RiskImpact Mitigation
AI hallucination Loss of trust Strict prompts, context-only generation
Brand or tone mismatch Brand risk User-defined guidelines + preview
Outlook API limits Missed follow-ups Queuing & throttling
User resistance Low adoption Draft-only mode initially
Ideal Partner Profile
We are looking for a partner with:
Strong experience with Outlook / Microsoft 365 APIs
Proven AI/NLP experience (context-aware generation)
Experience building scalable, multi-tenant SaaS systems
Familiarity with enterprise security & GDPR requirements
Ability to think architecturally, not just implement features
Partnership Mindset
This is not a one-off project.
We are explicitly looking for a long-term automation partner who can:
Own the solution technically
Evolve it across phases
Support enterprise-scale rollout
Collaborate closely with internal stakeholders
If you are interested, please include:
Relevant experience
Similar projects or architectures you have built
Your preferred engagement model (freelancer vs. agency)
Initial technical thoughts or assumptions
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