01
Week 1–2
Diagnose
We shadow your team, map every workflow, and quantify where hours and money leak. You get a heat-map of automation leverage across the business.
Agentic AI Consulting
Autonomous AI,built around you.
We design, build, and run agentic frameworks for companies that don't write code, turning your everyday operations into an autonomous workforce.
ScrollFor operators, not engineersEST. 2024
Real Estate✦Healthcare✦Logistics✦Legal✦Retail✦Manufacturing✦Finance✦Hospitality✦
Real Estate✦Healthcare✦Logistics✦Legal✦Retail✦Manufacturing✦Finance✦Hospitality✦
The thesis
Most companies don't need an AI team, they need outcomes. We embed autonomous agents inside the workflows you already run: answering calls, moving paperwork, reconciling data, routing decisions. Your people call the shots. The agents automate the grind.
What we do
Services
Four engagements, one outcome: agentic systems that run your operations, without you hiring a machine learning team.
/01
Agentic Readiness Audit
We map your operations end to end, find the workflows where autonomy pays for itself, and hand you a prioritized roadmap, before a single line of code.
Workflow mappingROI modelingRoadmap
/02Custom Agent Frameworks
Multi-agent systems designed around your business, voice agents, document pipelines, RAG knowledge bases, built on proven orchestration patterns.
Multi-agent systemsVoice AIRAG
/03Integration & Deployment
Agents that plug into the tools you already use: CRM, ERP, email, telephony. Shipped to production with monitoring, evals, and rollback paths.
CRM / ERPTelephonyProduction ops
/04Governance & Enablement
Compliance guardrails, audit trails, and human-in-the-loop controls, plus training so your team owns the system after we leave.
ComplianceGuardrailsTraining
How it works
From audit to autonomy.
02
Week 3–4
Design
We architect the agent framework: which agents exist, what they're allowed to do, how they escalate to humans, and how success is measured.
03
Week 5–10
Build
Engineers ship in weekly increments you can see and test. Every agent comes with evals, guardrails, and an audit trail from day one.
04
Week 11–12
Deploy
Agents go live inside your real stack, CRM, phones, inboxes, ERPs. We run them in shadow mode first, then hand over the keys gradually.
05
Ongoing
Evolve
Monthly model upgrades, new capabilities, and performance reviews. Your agentic workforce compounds while your headcount stays flat.
Your ops,
on autopilot.
0+
Agent systems shipped
0k
Hours automated / year
0
Industries served
0%
Tasks resolved without escalation
Selected work
Agents in production
agent.run, live
▋
HDF Group
Code Generation · Scientific Computing2026
HDF5 - AI Sustainability Pipeline
A verification-gated AI pipeline that generates and validates refactoring diffs for the HDF5 C library, 25 years of critical scientific computing infrastructure used across research institutions and government agencies. The system is designed to be subtractive: worst-case output is nothing. It cannot make the codebase worse, only improved or untouched.
↳ Ongoing engagement
PythonGitHub ActionsChromaDBCodeQLAddressSanitizerLizard
agent.run, live
▋
Llama Naturals
Knowledge Platform · Consumer Health2025
Brand Brain
A grounded RAG platform where internal teams and partners query brand knowledge through chat that cites its sources, with 15 FDA/FTC compliance rules enforced on every output.
↳ 15 FDA/FTC rules enforced on every answer
Next.jsFastAPIpgvectorClaude
agent.run, live
▋
WHAI Technologies
Multi-Agent Systems · Enterprise SaaS2026
Agent Orchestration Platform
A production Router → Planner → Executor → Verifier pipeline with a real-time monitoring dashboard, knowledge base, and retrieval testing, the company's agentic backbone.
↳ 4-stage pipeline, 0.94 avg quality score
FastAPIReactSQLiteRecharts
agent.run, live
▋
Atlas Realty Group
Conversational AI · Real Estate2025
Voice Feedback Engine
An autonomous voice agent that calls buyers after every showing, holds a natural conversation, and logs structured feedback straight into the CRM, no agent follow-up required.
↳ 100% of showings followed up within 2 hours
TwilioDeepgramElevenLabsGPT-4
agent.run, live
▋
Atlas Realty Group
Enterprise RAG · Real Estate2025
Compliance Router
An intelligent routing layer that classifies every property inquiry, detects Fair Housing risk in real time, and steers responses through compliant pathways automatically.
↳ Zero compliance incidents since launch
LangChainFastAPIPineconeVector DB
Ready when you are
Stop hiring forrepetitive work.
Book an intro call30 minutes · No deck · Just your workflows