nnaru connects dependable AI workflows to everyday operations—document processing, customer inquiries, data entry, and executive reporting—so your team gets time back for work that creates real value.
Tasks with clear rules, frequent repetition, and manual copy-pasting across tools deliver immediate ROI when connected to tailored AI pipelines.
Extract key fields from incoming emails, PDFs, contracts, purchase orders, and invoices—then validate and enter them directly into your ERP, CRM, or accounting system.
Respond to common questions automatically 24/7, classify incoming tickets by urgency, and draft context-aware replies for complex cases that need your team's judgment.
Pull data from multiple platforms, synthesize trends, and deliver formatted daily or weekly summaries to Slack, email, or slide decks without manual spreadsheet wrangling.
Turn scattered company manuals, policy docs, and past project records into an instant, source-cited Q&A assistant for onboarding and daily operations.
Enrich inbound leads, summarize discovery call notes, update CRM deal stages automatically, and prepare personalized follow-up drafts in seconds.
Connect Google Workspace, Microsoft 365, Slack, Notion, Salesforce, and internal databases with custom AI agents and reliable webhook/API automations.
We measure every deployment by concrete hours saved, error reduction, and turnaround speed.
Adjust the sliders below to see how much capacity your organization can reclaim by automating repetitive workflows.
Equivalent to 1.5 full-time roles freed for strategic work (assuming 75% automation rate).
Get a Custom ROI BreakdownWe don't overhaul everything at once. We start with one high-impact workflow, prove the results in weeks, and scale with confidence.
We shadow your existing workflow, identify repetitive bottlenecks, and pinpoint where manual time and errors accumulate most.
We clearly separate what AI executes autonomously from what requires a human-in-the-loop review before final submission.
We connect the workflow to live data on a controlled slice of tasks, measuring exact accuracy, speed, and team feedback.
Once proven, we expand across departments and continuously tune prompts, integrations, and validation rules as your business evolves.
Many companies know AI can help, but struggle to turn general-purpose AI tools into reliable, repeatable business processes.
At nnaru, we specialize in operational AI engineering. Instead of forcing your team to learn complex new software, we embed intelligent automation directly inside the email clients, spreadsheets, messengers, and ERPs you already use every day.
No. We build on top of your current stack (Google Workspace, Microsoft 365, Slack, Salesforce, SAP, Notion, or custom databases) via secure APIs and webhooks.
Every nnaru pipeline combines strict schema validation, deterministic business rules, confidence thresholds, and human-in-the-loop approval steps for edge cases.
We use enterprise-grade API endpoints where your data is never used to train public models, with strict role-based access and full audit logging.
We only recommend AI where it outperforms traditional rules. Often, the best solution is a clean hybrid of deterministic code and LLM reasoning.
AI handles the 80–90% of routine volume; your team stays in the driver's seat for exceptions, approvals, and relationship decisions.
Every pilot starts with a baseline metric—hours spent, response time, or error rate—so the value of automation is transparent and verifiable.
Your staff interacts with automation through familiar channels like Slack buttons, email drafts, or existing dashboard views.
Tell us briefly about the repetitive work slowing your team down today. We'll reply with a clear assessment of what can be automated, how long a pilot takes, and expected ROI.
1. 30-minute discovery call to review your workflow
2. Custom automation architecture & pilot scope proposal
3. Live pilot deployment within 2–4 weeks
Prefer direct email? Reach us anytime at hello@nnaru.com