Not enough people, can't hire more
Hiring costs keep rising and talent is scarce. Even when you finally hire someone, onboarding takes months — and when they leave, you start from zero again.
Autonomous Business Platform
Your company keeps running
while you sleep.
Deprex embeds AI agents directly into your Slack, email, and document systems to autonomously execute business operations 24/7. Instead of hiring more people, embed AI. That's the next decade of business.
Running daily in 0ai's own operations
Challenges
Sound familiar?
Repetitive tasks stealing your best people's time
Email sorting, report generation, invoice checking, meeting notes. These routine tasks consume hours every day from your most valuable team members.
AI tools that are just "fancy search engines"
You tried ChatGPT and Copilot. But writing prompts, reviewing outputs, and manually applying results isn't automation — it's a slightly faster manual process.
What is Deprex
Deprex — AI Embedded in Your Company
Deprex is a platform that makes AI agents "residents" of your business environment. They read Slack messages, process emails, and update documents — while learning your business rules, org structure, and decision history. The more you use it, the smarter it gets.
Want to understand the technical design?
Read about the 3-layer memory, 7-phase cognitive loop, and 5-layer architecture in our blog post
Read the Design PhilosophyLearns
Memorizes your business patterns and accumulates them as knowledge. When people leave, their expertise stays. Knowledge is version-controlled and compounds over time.
Acts Autonomously
Doesn't wait for human approval every time. AI makes decisions and executes within pre-defined rules. Only critical decisions get escalated to humans.
Grows
Built-in self-improvement loop that increases accuracy with every execution. It's smarter at 30 days than day one, and smarter at 6 months than 30 days.
Core Engine
The brain powering all 0ai services
Deprex isn't just a product. It's the core engine running behind every service 0ai offers. Each service operates autonomously because Deprex's cognitive loop, memory system, and self-improvement mechanism form the foundation.
NEXCAST
AI influencers autonomously post across social media. Deprex drives the autonomous personality engine that laughs, gets angry, and empathizes like a real person.
ENVOY
AI meeting agents join Meet, Zoom, and Teams to autonomously handle sales calls and interviews. Deprex controls the decision-making and execution.
FLECTO
Content production agents detect requirement changes and autonomously fix, review, and QA. Deprex provides the intelligence for continuous maintenance.
JARVIS
AI accounting agent autonomously manages bookkeeping, journal entries, and tax dashboards via accounting software integration. Deprex controls the financial intelligence.
All services run on the Deprex cognitive engine
Live Capabilities
Automation already running at 0ai
This isn't a concept. 0ai, the company that built Deprex, uses it to run its own operations every day. These are real automations running right now.
Communication:
Slack Resident Agent: Resides across multiple workspaces. Just @mention and it understands, executes, and reports back. It remembers thread context and picks up where the last conversation left off.
Email Auto-Triage: Monitors Gmail every 30 minutes, automatically classifying and prioritizing emails. Creates reply drafts for important messages and notifies via Slack.
Auto Meeting Join & Minutes: AI agent automatically joins Google Meet, Zoom, and Teams. Real-time transcription, summaries, action item extraction, and next meeting agenda proposals — all autonomous.
Development & Engineering:
GitHub Issue Auto-Implementation: Just create an Issue — AI writes code, runs tests, opens a PR. Code review and merge included. The full engineering workflow, fully autonomous.
Scheduled Task Daemon (55+ tasks running): Session feedback distillation, memory cleanup, cognition log analysis, harness quality audits, HITL reminders. Running daily, weekly, and monthly — 24/7/365.
Autonomous Website Build & Maintenance: From requirements to design, implementation, deployment, and QA — end-to-end autonomous. Includes change detection and auto-fix with continuous maintenance.
Content & Marketing:
Auto Content Generation & Publishing: Plans, writes, edits, generates thumbnails, and publishes blog posts and articles autonomously. Includes viral analysis-based topic selection and SEO optimization.
Sales Outreach Automation: Researches target companies, crafts personalized messages tailored to their business, and sends them automatically. Sales reps focus on warm responses only.
Social Viral Analysis & Post Optimization: Auto-collects and analyzes viral content across X, YouTube, Zenn, and note with 5-layer analysis. Extracts spread factors and generates optimized posts autonomously.
Intelligence:
Video & Audio Analysis: Transcribes meetings, creates summaries, and auto-creates action items. Items that AI can handle are auto-executed, with results reported back.
Company & Market Research: Auto-crawls target companies' websites, social media, and press releases. Structures business details, tech stacks, and org charts — eliminating pre-sales research.
PDF & Document Auto-Analysis: OCR-analyzes research papers, contracts, and reports into structured data. Cross-document comparison and summarization run autonomously.
Operations:
Ad Monitoring & Anomaly Detection: Integrates with Meta Ads API for real-time CPA, CTR, and CVR anomaly detection. Auto-generates action plans on threshold breach with instant Slack alerts.
Reservation & CRM Integration: Connects to external reservation systems via API. Auto-aggregates bookings, analyzes cancellation rates, and sends daily schedule notifications. Slot config integrity checks run every morning.
Accounting & Tax Dashboard: Integrates with accounting software to auto-fetch transactions, create journal entries, and generate real-time tax dashboards. Tax filing data is always current.
Self-Improvement Engine:
Daily Session Review & Improvement: Analyzes daily execution logs and identifies failure patterns. Tier-classifies improvement proposals — immediately applicable ones get auto-PRs, reviewed, and merged.
Cognition Log Analysis & Memory Cleanup: Analyzes cognitive loop logs to continuously improve decision quality. Staleness detection, duplicate merging, and search optimization for the memory system run daily.
Harness Quality Audit: Weekly audits of skill, rule, and hook firing patterns and log quality. Auto-creates fix PRs for quality issues, self-reviews, and merges.
6 repositories, 55+ tasks running live in 0ai's own operations
Live Displacement
Human roles being replaced right now
At 0ai's client companies, AI is progressively taking over employee tasks. Using the "shadow comparison" method, AI and human output quality is compared daily — tasks where AI matches or exceeds human quality are autonomized first.
Fully Displaced (AI operating independently):
Daily Meta Ads monitoring — CPA, CTR, CVR anomaly detection with auto-generated action plans. Analysis completed at 7:00 AM, before humans arrive.
Reservation system daily aggregation — Auto-collects today's and tomorrow's bookings, cancellation rates, and utilization. Reports to Slack twice daily.
Weekly ad reports — Comprehensive reports with funnel analysis, cohort analysis, budget burn rate, and improvement actions generated every week.
Ad anomaly detection & alerts — Real-time detection of CPA threshold breaches, CTR drops, and abnormal budget consumption with root cause analysis.
In Quality Verification Phase:
Creative asset generation — Ad banners and LP images. Daily quality comparison between human designer and AI output in progress.
Monthly management reports — Integrated revenue, ad ROI, contract rate, and unit price analysis. Shadow comparison consistently scoring 7/10+.
Ad campaign optimization — Bidding strategy, targeting, and budget allocation proposals. Weekly AI vs human decision accuracy comparison.
Instagram case posting — Before/After photo selection, caption generation, hashtag optimization, and auto-scheduling.
Shadow Comparison Method:
AI executes tasks before humans (proactive execution). Analysis is completed before the workday starts, posted to a test channel.
After humans complete the same task, both outputs are compared against data sources (raw API data) as ground truth.
Auto-scored on 3 axes: accuracy, completeness, and insight depth. Cognitive bias auditors verify objectivity.
Tasks meeting all 4 graduation criteria (skill running, output quality, zero human manual work, E2E completion) are fully displaced.
Tracking 34 tasks at a client company — 6 fully displaced by AI
Roadmap
What's next for autonomous operations
The next steps are already visible as natural extensions of current automation. Combining existing skills and API integrations, these areas are ready to be autonomized.
Back Office:
- Auto-invoicing & payment reconciliation — Extending the current tax dashboard with accounting software integration. Auto-generate invoices, send, and confirm payments end-to-end via freee API.
- Autonomous hiring interviews — Extending Envoy's interview mode. Applicant screening, scheduling, conducting interviews, and evaluation reports — all without HR involvement.
- Contract review & risk flagging — Applying the PDF analysis skill to contracts. Clause checking, industry-standard deviation detection, risk scoring, and revision suggestions.
Front Office:
- Fully autonomous customer support — Deploying the Slack agent's triage technology to customer-facing chat. Auto FAQ answers, escalation decisions, and response history accumulation.
- Autonomous ad creative optimization — Extending shadow-comparison ad banner generation with A/B test feedback loops. CTR data feeds back to autonomously evolve creatives.
- Full social media account management — Deploying NexCast's autonomous posting engine for corporate SNS. Planning, image generation, posting, engagement analysis, and next-post optimization in a self-improving loop.
Operations:
- Demand-predictive procurement — Using reservation data to forecast demand and auto-order supplies. Evolving from threshold-based to AI-predictive ordering.
- Auto-building internal knowledge base — Cross-indexing Slack, Notion, email, and meeting recordings. Instant answers to "where was that decided?" with auto-generated onboarding guides.
- Auto-discovery & skillification of business processes — Observing Slack conversations every 2 hours, detecting repeated workflows. Auto-generates skills when 3+ pattern occurrences are found.
Onboarding
3 steps to embed AI in your company
Step 1: Discovery — Connect AI to your business tools and observe workflows. Visualize what can be automated and build your initial knowledge base. (~1 week)
Step 2: Foundation — Generate agent configurations tailored to your company. Launch first 3 business agents and begin autonomous execution of routine tasks. (~2 weeks)
Step 3: Automation — Gradually expand automation scope. AI discovers new automatable areas on its own and continuously self-improves. (Ongoing)
Proof of Concept
Start by drawing the line
Of all your business operations, what can AI handle and what should stay with humans? Drawing that line is the first — and most important — value we deliver.
Seeking PoC Partners
Early partners receive direct product feedback rights and priority pricing.
Contact
Let's discover what AI can do for your company
In a 30-minute free consultation, we'll review your workflows and propose areas Deprex can automate.
Book a Free ConsultationNo commitment required. Let's find your "AI boundary line" together.
Developer Documentation →