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AI agents that do the work, not just the demo.

Pebble designs, builds and runs multi agent AI systems for finance, compliance, real estate, HR and operations. Ready for production, with people in the loop, and measured in ROI.

  • Production, not pilots
  • Human approval built in
  • Your data stays yours
Research
Documents
Compliance
Voice
WhatsApp
Data
OrchestratorLangGraph · A2A
Our stack
LangGraphLangChainModel Context ProtocolAgent2AgentOpenAIAzure AI FoundryPineconeGraphRAGLoRAReactRuby on RailsGoNode.jsPython & FastAPISwiftKotlinAWSAzurePostgreSQLMongoDBKafkaDockerKubernetesGrafana
Measured outcomes

We measure success in outcomes, not experiments.

80%
faster candidate screening
AI HR Screening
98.6%
call resolution by a voice agent
PetCare Voice Agent
50%
fewer manual email replies
AI Email Replies
30%
lower time to hire
AI HR Screening
How we build agentic AI

From documents to decisions you can audit.

Six layers we put into every system, so agents are fast, grounded in your data and always under human control.

“AI for speed. Human sign off where it matters.”
  1. 01

    Read

    Turn contracts, IDs, filings and conversations into clean, structured data.

  2. 02

    Retrieve

    Ground every answer in your own documents with RAG and GraphRAG, so nothing is invented.

  3. 03

    Reason

    Specialised agents each take one job and hand the work on, just like a well organised team.

  4. 04

    Connect

    Agents plug securely into your systems, and into each other, through MCP and A2A.

  5. 05

    Control

    People approve key decisions. Every step is logged, traceable and explainable.

  6. 06

    Run & monitor

    Secure cloud deployment with live monitoring of quality, cost and health.

Industries

Built for regulated businesses with heavy operations.

Financial Services
Compliance & RegTech
Real Estate
HR & Recruitment
Retail & Fashion
Research & Education
Infrastructure & AIOps
Consumer Services
Why Pebble

Senior people. Real systems. Lasting value.

01

Business first

We start from the workflow and the numbers, not the model. Every system is designed around how your team actually works.

02

Production, not pilots

Working software every sprint, built to be monitored, maintained and scaled. Not a demo that disappears after the pitch.

03

Human in the loop by design

Approval steps, audit trails and explainable outputs keep people in control of the decisions that matter.

04

A genuinely senior team

PhD level AI architecture and 15 to 20+ years of engineering, with alumni of AWS, AT&T, Cisco and IBM.

The team behind the work

Experience across AWS, AT&T, Cisco, IBM and regulated fintechs
AI/ML Architecture
PhD (UT Austin) · 20+ years in AI & NLP · formerly AWS and AT&T
Solution Architecture
15+ years building fintech & AI platforms · former lead engineer & CTO
Machine Learning
12+ years in NLP · LLM workflows, SQL agents, RAG · MSc Data Analytics
Cloud & Transformation
20+ years · formerly Cisco, IBM and AT&T · former VP Cloud Services
FAQ

Questions we hear a lot.

Something else? Ask us on WhatsApp.

A chatbot answers questions. An agentic system takes action: it reads documents, uses your tools and databases, makes decisions within rules you set, and passes work between specialised agents. Think of it as a digital team that completes a whole workflow, with people approving the steps that matter.

Free 30 minute discovery call

Pick one workflow. See a working prototype.

Book a 30 minute call. We’ll map one process, show you what an agent could take off your team’s plate, and send you a written plan. No obligation.