Custom AI Agents For Real Business Workflows
We build AI agents that work inside your actual workflows. They make calls, handle messages, update systems, and replace repetitive CRM work with custom automation.
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Software made work slower.
We're fixing that.
Most companies don't have a process problem. They have a software problem. Classic CRM systems are rigid and expect humans to act as data routers.
Databases with screens.
Teams spend hours copying data between tools, chasing updates, and doing administrative work that should be automatic.
- Manual data entry required
- Process forced into rigid software
- Employees act as human routers
- Reports prepared after work is done
Workflows with outcomes.
We build lightweight agents that natively connect to your systems and do the actual operational work, not just track it.
- Agents execute repetitive work
- Interfaces built for exact workflow
- CRM becomes optional, not central
- Humans handle exceptions
AI agents for the operational work your CRM was never built to handle.
We build custom AI agents that sit inside your real business workflows. They handle messages, calls, documents, scheduling, updates, classification, follow-ups, and system actions, while your team keeps control of exceptions and decisions.
Hotels & Hospitality
Hotels suffer from fragmented systems: PMS, channel managers, housekeeping apps, and WhatsApp don't sync. Your front desk acts as a manual router, losing direct bookings to slow replies and dropping internal tasks.
WHERE MONEY IS LOST
If your team replies to a booking request late, the guest leaves for Expedia or Booking.com. You lose up to 20% margin to OTA commissions simply because of delayed communication.
Guest texts reception → Reception calls maintenance → Staff forgets to update the guest. The result is operational chaos, unmet expectations, and brutal 1-star reviews.
WHAT THE AGENT AUTOMATES
Captures inquiries across channels, understands intent, checks PMS availability, and sends instant payment links 24/7.
Contextual 1-3 day prior messaging to collect IDs, preferences, and dynamically upsell airport transfers or upgrades.
Intercepts "AC is broken" messages, creates an internal task for staff, and auto-updates the guest upon completion.
Handles early check-ins, pet policies, and parking without front desk intervention, drawing from a live knowledge base.
Detects negative sentiment during the stay, routing a recovery alert to management before a public review is posted.
See exactly how many direct bookings were saved, upsells closed, and recurring complaints avoided in real-time.
Every empty slot is expiring inventory. Fill it autonomously.
Admins spend hours texting back-and-forth to qualify a service, negotiate a slot, and demand a deposit. Standard booking apps don't handle multi-service sequencing, specific master requests, or waitlist execution.
WHERE MONEY IS LOST
For appointment-based businesses, time is the only product. If a client no-shows and the slot isn't filled instantly, that revenue is lost forever.
Clients come in, but getting them back relies on manual follow-ups or mass spam. Personalized retention cycles are completely ignored.
WHAT THE AGENT AUTOMATES
Asks for hair length, past procedures, or allergies to allocate the exact 90-minute block and specific master.
If a client cancels, the agent offers alternatives and automatically pings the waitlist to fill the gap.
Handles automatic reminders, deposit collection, and flags high-risk, unconfirmed bookings for review.
Contacts clients precisely 4-6 weeks later based on their specific service cycle (e.g. nail infill, haircut).
Understands multi-step services, checks live availability, and locks in the confirmation autonomously.
Prevents master overload, respects prep-time rules, and visually reports revenue-per-hour directly to the owner.
End the disconnect between field crews and client expectations.
Facility businesses don't fail because work wasn't scheduled—they fail because nobody can prove it was done right. Field workers need simple, offline-capable workflows, not complex CRM access.
WHERE MONEY IS LOST
Without undeniable photo evidence and strict checklists, clients dispute invoices. Trust erodes, and recurring contracts are lost to competitors.
Managing multi-site schedules, urgent replacements, and offline crews via WhatsApp groups is unscalable and guarantees missed SLAs.
WHAT THE AGENT AUTOMATES
Extracts property size, photos, and frequency requirements from client queries to generate structured proposals.
Sends specific, multilingual instructions to cleaners via a simple WhatsApp interface.
Forces geofenced check-ins, before/after photos, and digital checklists before a job can be closed.
If supplies are missing or access is blocked, the agent classifies the severity and alerts management immediately.
Automatically tracks SLA compliance for recurring jobs, catching missed visits instantly.
Sends automated post-job PDF reports with photos directly to the client, preventing any future billing disputes.
Logistics doesn't need more dashboards. It needs an execution engine.
Supply chains break on exceptions. Orders live in TMS, email, Excel, and carrier portals. Dispatchers spend their days chasing missing PODs and scrambling when a warehouse rejects a delivery window.
WHERE MONEY IS LOST
"Where is my order?" calls consume 80% of support bandwidth. Customers demand real-time visibility, but your data is locked in driver WhatsApp threads.
A truck is delayed, but nobody knows until it misses the slot. The result: massive detention fees and angry recipients.
WHAT THE AGENT AUTOMATES
Instantly answers inbound inquiries by pulling live GPS/TMS data, completely deflecting manual tracking requests.
Automatically pings drivers for ETAs, loading confirmations, and delivery proofs via SMS or WhatsApp.
Detects delays or damaged goods, classifies the severity, and triggers the exact resolution workflow.
Captures, validates, and archives PODs, CMRs, and customs docs directly from driver photos.
Sends automated delay warnings and delivery confirmations to clients before they even ask.
Extracts complex freight parameters (lane, dates, equipment) to qualify carriers instantly without manual data entry.
Bridge the gap between shop-floor reality and ERP planning.
Heavy ERP systems fail on the shop floor. Machine issues sit in chat messages, delaying critical maintenance. Quality control photos are buried in WhatsApp, and supply chain delays are discovered too late.
WHERE MONEY IS LOST
Problems are logged too late. A 10-minute fix becomes a 3-hour downtime event simply because the maintenance request lacked context or urgency.
When experienced technicians retire, undocumented machine history and repair workarounds vanish, increasing future repair times dramatically.
WHAT THE AGENT AUTOMATES
Collects production statuses via voice/text from operators and generates structured shift summaries indicating bottlenecks.
Operator reports a fault. Agent clarifies symptoms, asks for photos, and logs a comprehensive ERP ticket instantly.
Suggests repair manuals, past fixes, and required spare parts automatically based on the reported fault code.
Links defect reports to specific batches, operators, and shifts, enforcing corrective actions.
Automatically chases suppliers for material ETAs and missing compliance documents.
Feeds live production status directly to sales teams, preventing blind spots and angry customers.
Automate compliance-heavy operations, keep the human-in-the-loop.
Regulated industries can't afford rogue AI giving financial advice. The true value lies in back-office crushing: extracting data from massive files, chasing missing documents, and executing supervised follow-ups.
WHERE MONEY IS LOST
KYC, onboarding, and claims require massive manual document sorting. Staff waste hours hunting for a single missing signature instead of assessing risk.
Manual operations are prone to error, but blind automation leads to compliance breaches. You need structured, auditable agent handoffs.
WHAT THE AGENT AUTOMATES
Classifies huge files, extracts data, flags missing fields, and emails clients to complete the onboarding package.
Summarizes unstructured emails and docs into a clean, digestible case for human underwriters.
Conducts structured outreach to verify identity, capture promise-to-pay, and update CRMs strictly within rules.
Summarizes the issue, finds the exact relevant policy clause, and drafts a compliant response for human approval.
Acts as a copilot for staff navigating complex regulatory rules, 200-page policies, or internal SOPs.
Every classification, decision rule, and human handoff is permanently logged for strict regulatory compliance.
From messy workflow
to intelligent agent
Map the process
We analyze how work actually happens: calls, messages, CRM steps, spreadsheets, exceptions, and human decisions.
Design the agent
We define what the agent can decide, what it must ask, what it must update, and when to escalate.
Connect systems
We connect calendars, CRM, ERP, APIs, and internal tools to give the agent full operational context.
Package & Simplify
We hide the heavy multi-layer architecture and API modules completely under the hood. The result is a beautifully simple, unified chat interface where you can command any complex business task without ever switching tabs or navigating clunky software.
