Email Parsing & Routing
Turn inbound emails into structured data and the right next action.
What we deliver
We parse inbound emails, extract structured fields, and route each message to the correct system, team, or workflow with confidence scoring.
Shared inboxes drain time and slow response. We build email parsing and routing systems that read incoming messages, pull out the fields you care about, and send them to the right destination automatically. Our pipelines handle plain text, HTML, signatures, threaded replies, and common attachment formats such as PDFs and spreadsheets. We use a mix of rules, regex, and language models so the system stays accurate across senders and formats. Confidence scoring decides when to auto-process and when to flag for human review. We connect outputs to your CRM, helpdesk, ERP, or internal tools through APIs or middleware, and we log every step for audit. The result is faster triage, fewer missed messages, and clean data flowing into the systems your team already uses every day.
Built for teams like yours
Who it's for
- Operations teams
- Customer support leads
- Sales operations
- Finance and AP teams
- Logistics coordinators
Pain points we solve
- Shared inboxes overflowing with mixed requests
- Manual copy paste from emails into CRMs
- Missed or delayed responses to leads and tickets
- Inconsistent tagging and routing across staff
- Lost attachments and unprocessed orders
Capabilities
Everything we cover in this engagement.
- Inbox ingestion via IMAP, Gmail, or Microsoft Graph
- Field extraction with regex, rules, and LLMs
- Attachment parsing for PDFs, CSVs, and images
- Rule based and intent based routing
- Confidence scoring and human review queues
- CRM, helpdesk, and ERP integrations
- Audit logs and error alerting
- Reply drafting and acknowledgment automation
Our process
A clear, predictable path from kickoff to outcomes.
Discovery
We review inbox samples, volumes, and current handling.
Schema design
We define fields, routing rules, and edge cases.
Build
We develop parsers, connectors, and review interfaces.
Pilot
We run live traffic in parallel and tune accuracy.
Launch and support
We hand over, monitor, and refine over time.
Deliverables & outcomes
What you get
- Email parsing pipeline
- Routing rules and logic
- CRM or helpdesk integration
- Human review dashboard
- Monitoring and alerting setup
- Runbook and admin documentation
Outcomes you can expect
- Faster triage of inbound messages
- Lower manual handling cost per email
- Higher data accuracy in downstream systems
- Fewer missed leads and tickets
- Clear visibility into inbox throughput
What clients say
Our LCP was 4.8 seconds and Google was punishing us for it. They audited the build, dumped two plugins we did not need, moved hero images to a real CDN, and rewrote the critical CSS. LCP came down to 1.6 seconds within three weeks. Bounce rate on the pricing page dropped by a quarter without us touching the copy.
We were drowning in tier-one tickets about password resets and appointment changes. They built a deflection layer on top of our help desk and kept their agents in the loop for anything sensitive. Volume to humans dropped 58 percent in two months and our patient NPS held steady. The hybrid handoff is the part most vendors get wrong. They did not.
Related case studies
12 locations on one stack, 14-day close cut to 5
Centralized bookkeeping across 12 clinics. Close cycle from 6 weeks to 6 days.
Read story Regulated FinTech operating in UK and US-EastKYC review cut from 5 days to 4 hours
AI-assisted KYC pre-screening cut onboarding from 5 days to 4 hours.
Read storyYou may also need
Document Processing AI (OCR + LLM)
OCR and LLM pipelines that turn documents into structured data.
We build document processing systems that combine OCR with large language models to extract, classify, and route data from any document format.
ExploreInvoice Processing Automation
Touchless invoice capture, validation, and posting.
We automate invoice intake, data extraction, three-way matching, and posting to your ERP so accounts payable runs faster with fewer errors.
ExploreContract Analysis Automation
Clause extraction, risk flagging, and obligation tracking at scale.
We build contract analysis systems that read agreements, extract clauses and obligations, flag risk, and feed insights into your legal and operations…
ExploreFrequently asked questions
Quick answers to the questions we hear most.
Can you handle attachments like PDFs and spreadsheets?
How do you keep accuracy high over time?
Do you replace our helpdesk?
What about data privacy?
Can the system draft replies?
Ready to clear the shared inbox?
We will scope a parsing and routing setup that fits your stack.