AI Agents.
Smarter Data.
Better Outcomes.
DIG already processes over 3 billion marketing records per month. AI agents are the next step — automating open-source data gathering, ETL orchestration, and intelligent enrichment at a scale no manual process can match.
The Opportunity
DIG's expertise is data — conversion, cleansing, enhancement, and delivery. AI agents don't replace that expertise. They amplify it.
From autonomous open-source data harvesting to intelligent on-prem warehouse synchronization, AI agents let DIG operate at a scale and speed that traditional ETL pipelines simply can't reach — while maintaining the security and compliance standards your clients depend on.
Open-source data gathered autonomously
Private data ingested under strict controls
ETL pipelines that self-heal and adapt
On-prem security never compromised
How It Works
The AI-powered ETL pipeline
From raw open-source and private data to validated client deliverables — fully automated, continuously monitored, and anchored to DIG's on-prem infrastructure.
Open-Source Data
Census Bureau, SEC EDGAR, BLS, USPS, public APIs, government data portals, and web-accessible datasets.
Private Data Sources
Licensed datasets, client-provided files, proprietary databases, and vendor feeds — ingested securely under strict access controls.
AI Agent Layer
Intelligent agents crawl, validate, and normalize incoming data — detecting schema drift and flagging quality issues in real time.
Transform & Enrich
Data is cleansed, standardized, geocoded, matched, and enriched against DIG's existing reference datasets.
DIG On-Prem Warehouse
Processed records land securely in DIG's on-premises data warehouse — no cloud exposure, full audit trail.
Deliver & Activate
Validated data is packaged and delivered to clients via CSV, Excel, API push, or automated multi-file delivery.
Open-Source Data
Census Bureau, SEC EDGAR, BLS, USPS, public APIs, government data portals, and web-accessible datasets.
Private Data Sources
Licensed datasets, client-provided files, proprietary databases, and vendor feeds — ingested securely under strict access controls.
AI Agent Layer
Intelligent agents crawl, validate, and normalize incoming data — detecting schema drift and flagging quality issues in real time.
Transform & Enrich
Data is cleansed, standardized, geocoded, matched, and enriched against DIG's existing reference datasets.
DIG On-Prem Warehouse
Processed records land securely in DIG's on-premises data warehouse — no cloud exposure, full audit trail.
Deliver & Activate
Validated data is packaged and delivered to clients via CSV, Excel, API push, or automated multi-file delivery.
Use Cases
How AI agents help DIG — and your clients.
Six concrete ways intelligent agents improve both DIG's internal operations and the outcomes it delivers externally.
Automated Data Harvesting
AI agents continuously crawl open-source datasets — Census Bureau, SEC filings, BLS labor statistics, public APIs — and stage them for ingestion without manual intervention.
Intelligent ETL Orchestration
Agents monitor source schemas for drift, auto-adjust transformation logic, and retry failed jobs — reducing pipeline maintenance from hours to minutes.
Smart Deduplication
ML-powered fuzzy matching goes beyond exact-match dedupe, using semantic understanding to identify household records, name variants, and address discrepancies.
Predictive Data Quality
Agents flag anomalies and degradation signals before they reach downstream systems, enforcing SOC-compliant data hygiene at every pipeline stage.
On-Prem Warehouse Sync
Secure agent-to-warehouse pipelines that respect DIG's air-gapped security model. Data never leaves your perimeter unless explicitly approved.
Client Delivery Automation
AI validates, formats, and dispatches multi-format client deliverables — CSV, Excel, API push — on custom schedules with zero-touch delivery confirmation.
Integrations & Automation
Agents that plug into the tools
your business already uses.
AI agents aren't siloed. They connect directly to your CRM, email platforms, analytics suites, and marketing automation tools — orchestrating outbound campaigns, syncing data, and generating reports across every system in your stack.
Common Integrations
CRM & Sales
Salesforce
HubSpot
Zoho
Pipedrive
Email & Outbound
Mailchimp
SendGrid
Constant Contact
ActiveCampaign
Analytics & BI
Google Analytics
Tableau
Power BI
Looker
Marketing Automation
Marketo
Pardot
Klaviyo
Braze
Scheduling & Ops
Calendly
Zapier
Make
n8n
Data & Reporting
Snowflake
BigQuery
Excel / Sheets
Custom APIs
What Agents Automate
Outbound Campaign Orchestration
Agents build targeted prospect lists from your data warehouse, personalize messaging per segment, schedule multi-channel outreach across email, direct mail, and digital — and continuously optimize send times and content based on engagement signals.
Lead Scoring & Enrichment
Automatically score inbound and outbound leads against your ideal customer profile, enrich records with firmographic and intent data, and route hot leads to sales — all without manual list pulls or spreadsheet juggling.
Pipeline & Revenue Reporting
Agents pull real-time data from your CRM, warehouse, and marketing platforms to generate daily pipeline snapshots, attribution reports, and revenue forecasts — delivered to stakeholders on schedule or on demand.
Cross-System Data Sync
Keep your CRM, email platform, analytics tools, and data warehouse in lock-step. Agents detect drift, reconcile mismatches, and ensure every system reflects the same source of truth without brittle point-to-point integrations.
Customer Journey Tracking
Unify touchpoints across channels — website visits, email opens, event attendance, support tickets — into a single customer timeline that sales and marketing can act on instantly.
Automated Compliance & Opt-Out
Agents enforce CAN-SPAM, GDPR, and CCPA rules automatically — processing opt-outs in real time, maintaining suppression lists, and generating audit-ready compliance reports.
Conversational Intelligence
Let your customers talk to
their data.
The future of business intelligence isn't dashboards — it's conversation. Give every stakeholder the ability to ask questions in natural language, by voice or chat, and get precise, permissioned answers from their own data in seconds.
DIG Data Assistant
Secure · On-Prem · Permissioned
Show me all new movers in the Nashville metro area from the last 90 days
Report generated — 14,382 records across 6 counties
Compare Q4 deliverable accuracy against the SLA benchmarks
Analysis complete — 99.2% accuracy, 0.3% above SLA target
Flag any records where the phone append confidence is below 80%
Found 2,847 low-confidence records — exported to review queue
Instant Answers, No SQL Required
Business users ask questions in plain English. The AI translates intent into precise queries across your warehouse, CRM, and analytics tools — returning formatted answers in seconds.
On-Demand Report Generation
Instead of waiting days for a custom report, ask for it. Agents pull live data, apply business logic, and generate polished reports — ready to share or export.
Secure by Default
Every conversational query runs against permissioned data within your firewall. Customers see only what they're authorized to see — role-based access enforced at every layer.
Full Audit Trail
Every question asked, every report generated, every data access event is logged. Compliance teams get complete visibility into who accessed what, when, and why.
Humans direct. AI executes.
The next generation of business isn't about mastering complex software — it's about telling AI what you need. Voice commands, natural language chat, and conversational workflows will replace manual data pulls, spreadsheet wrangling, and report building. Every employee becomes a power user.
On-Prem AI Infrastructure
Your models. Your GPUs.
Your data stays put.
Cloud AI APIs mean sending your most sensitive data to someone else's servers. On-prem LLMs give you the power of large language models with none of the exposure — and at a fraction of the long-term cost.
Why not just use cloud AI?
Data exposure
Every API call sends your data to external servers. For regulated industries and sensitive client records, that's a non-starter.
Unpredictable costs
Per-token pricing scales linearly with volume. At DIG's 3B+ record throughput, cloud inference costs become unsustainable.
Compliance gaps
SOC compliance, data residency requirements, and client contracts often mandate that data never leaves the premises.
GPU-Powered AI Infrastructure
NVIDIA A100 / H100
Enterprise-grade inference
Multi-model serving
LLM, embedding, vision
Auto-scaling
Scale to demand, idle to zero
Model fine-tuning
Domain-specific accuracy
Run open-source LLMs (Llama, Mistral, Gemma) privately
Fine-tune on your domain data for 10× better accuracy
Embed, retrieve, and reason across your entire corpus
Total Data Privacy
Sensitive client records, PII, and proprietary datasets never leave your perimeter. Every inference runs behind your firewall — zero data transmitted to third-party APIs.
Predictable Cost Structure
Eliminate per-token cloud API bills that scale unpredictably. On-prem GPU infrastructure turns AI from an opex wildcard into a fixed, amortizable capital investment.
Managed Service / MSP
DIG can deploy and manage on-prem LLM infrastructure as a service — handling model selection, GPU provisioning, fine-tuning, and ongoing optimization so your team focuses on outcomes.
Internal Business Productivity
Give every team AI-powered tools — document analysis, report generation, data Q&A — without the risk of proprietary information leaking through external AI providers.
Architecture
AI agents meet on-prem security
DIG's on-premises data warehouse remains the authoritative system of record. AI agents operate as a managed external layer — data flows inward through validated, secure channels only.
External
Open-Source Data
Census Bureau · SEC EDGAR · BLS · USPS · Public APIs · Government portals
Orchestration
AI Agent Layer
Schema validation · Quality scoring · Deduplication · Transformation · Enrichment
On-Premises
DIG Data Warehouse
SOC compliant · Air-gapped perimeter · Full audit trail · Zero cloud exposure
Data sovereignty is non-negotiable.
AI agents operate entirely outside DIG's firewall perimeter. Only validated, transformed records cross into the on-prem warehouse — through encrypted, audited ingestion channels that DIG controls end-to-end.
Expected Impact
Measurable results from day one
faster open-source data ingestion
automated quality validation coverage
continuous agent monitoring
Ready to put AI
to work for your data?