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Enterprise AI Architecture

Agent systems built around how your company works.

Each system combines autonomous agents, frontier models and direct API integrations to run an entire business process. We build them, embed them in your stack, and operate them continuously.

Your business. Connected.

System map / 01

Sales

Inbound demand contacted, qualified and scheduled within 60 seconds, eliminating lead decay.

Explore this system

Voice agents

Agents that pick up the phone.

Conversational voice agents that speak naturally, reason in real time, and execute inside your systems.

Discover voice agents

  • They call

    Outbound campaigns and inbound lines with sub-second conversational latency.

  • They sell

    Qualify prospects, address objections, and book calendar meetings in real time.

  • They interview

    Standardized voice screening interviews scored consistently against role rubrics.

  • They support

    Customer phone lines that resolve account queries via API instead of queuing tickets.

Designed for teams where operational capacity is bottlenecked by phone call volume and manual data entry.

  • Outbound campaigns
  • Inbound lines
  • Sales conversations
  • Automated screening interviews
  • Calendar booking
  • Structured CRM summaries
  • Human handoff with context

Systems by area

Woman on a phone call in a bright office

Sales

Inbound demand contacted, qualified and scheduled within 60 seconds, eliminating lead decay.

  1. A new prospect enters the funnel
  2. An agent calls or messages in under 60 seconds
  3. It qualifies budget, authority, need and timeline
  4. It books the meeting directly on the sales calendar
  5. The CRM pipeline is updated with the full call transcript
Includes
Sub-minute lead qualification, Outbound prospecting sequences, Automated follow-ups, Calendar booking, Real-time CRM sync, Pipeline performance reporting
Fit
Designed for sales teams generating inbound interest faster than reps can manually respond and qualify.
Long warehouse aisle lined with shelves

Operations

Cross-system back-office execution handled by agents that parse documents, apply rules, and update records.

  1. An invoice, contract or request arrives
  2. Data is extracted, validated and cross-referenced
  3. The workflow evaluates business rules and limits
  4. Actions execute across your ERP, database and billing tools
  5. Ambiguous cases route to a human supervisor with full context
Includes
Document parsing & extraction, Cross-system data validation, Multi-level approvals, ERP & database sync, Human-in-the-loop exception handling, Operational audit trails
Fit
Designed for operations teams spending hours rekeying information between disparate tools and spreadsheets.
Two women talking across a table by a window

HR and Recruiting

Screening pipelines where every candidate is interviewed by voice and evaluated against role criteria in minutes.

  1. A job application is submitted
  2. An agent runs an interactive voice screening interview
  3. Responses are scored against objective role rubrics
  4. A calibrated shortlist reaches the hiring manager within 15 minutes
  5. Every applicant receives structured feedback
Includes
Application ingestion, Automated voice screening interviews, Rubric-based candidate scoring, Interview self-scheduling, Candidate status communication, ATS integration & profile updates
Fit
Designed for companies hiring at volume or teams needing objective, calibrated candidate screening.
Headset resting next to a laptop

Customer Service

Customer inquiries resolved end-to-end inside your software, across phone, WhatsApp and web chat.

  1. A call, WhatsApp or chat inquiry arrives
  2. The agent verifies customer identity and context
  3. It executes account, order, or service actions via API
  4. Complex edge cases escalate to human agents with full history
  5. The interaction summary and resolution status log automatically
Includes
Voice phone support, WhatsApp & web messaging, Direct API actions (refunds, status, edits), Contextual human escalation, Structured case summaries, Resolution analytics
Fit
Designed for high contact volume where customer requests follow structured procedural paths.

Method

From one process to a running system.

Every engagement follows the same four stages, from the first conversation to a system in production.

  1. Map

    We document how the process runs today: people, tools, exceptions, and where it breaks.

  2. Design

    We define the agents, the model behind each step, and where a human stays in control.

  3. Build

    We build it, connect it to your systems, and test it against real cases before launch.

  4. Operate

    We monitor results, tune the agents, and extend the system as volume grows.

Tell us which process costs you the most.

In a 30-minute discovery call, we map your current bottlenecks and show you exactly where autonomous agents eliminate repetitive manual work.

Schedule a discovery call ↗