Agentic business infrastructure
Your AI
operations team
We build agentic systems that take over entire workflows across sales, service delivery, billing and back office. Trained on how your business actually runs. Executing end to end while your team steers.
hours of manual work eliminated across client operations
of team capacity increased
We collapse the distance between intent and outcome.
The old world
You buy software. You hire people to operate it. The people are the intelligence layer.
The transition world
You buy AI tools. You still hire people to manage them. Nothing fundamentally changes.
What we build
An intelligent execution layer. It does the work. Your team steers.
BUILT BY A TEAM FROM
Stanford 
UPenn 
Adobe 
UC Berkeley 
Walmart 
Springworks Case Studies
Same Day Proposals for a Roofing Contractor
An agentic proposal engine reads job details from the CRM and drafts complete proposals automatically. Faster responses converted directly into more closed jobs.
Two weeks to same day turnaroundLearning Operations on Autopilot
Learner health, mentor matching and cohort intelligence agents took over an edtech platform's operations end to end. The next cohort grew 40% with zero new hires.
50% Ops Capacity RecoveredLead Intelligence at 5x Volume
A research and qualification system that finds, researches and qualifies prospects around the clock, cutting manual research from 15 hours a week to 2.
5x Outreach CapacityMeet the Team
Shikshita Juyal
Herumb Shandilya
Tharun Chowary
Ishan Dutta
Dinkar Juyal
Mitali Laroia
How we work
From audit to agents doing the work, in weeks.
AI audit
We map how work actually moves through your business and find where hours are leaking. You get a ranked list of what to build first and what it's worth.
Process redesign
We don't automate a broken process. We redesign the workflow around what agents do best and define exactly where humans stay in the loop.
Agent deployment
We build, train and deploy agents on your systems and your data. No migration off the tools you already use.
Compounding
Agents keep learning your business. Every week they run, the system gets sharper and the moat gets deeper. Your total time investment: a few hours, not a project team.
Questions operators actually ask
No. Agents are deployed on top of your existing tools, your CRM, your billing system, your spreadsheets. Nothing gets migrated, nothing gets replaced.
Generic automations piped into generic workflows make your business interchangeable with everyone running the same templates. What we build is trained on your workflows, your data and your expertise. It compounds. Every week it runs, it knows your business better and gets harder to copy.
Most systems go from audit to a working deployment in 3 to 6 weeks depending on the workflow. You'll see it working on real tasks before full handover.
No. We need your team's knowledge of how the work happens today, a few hours in total. We handle everything technical.
Your data stays in your systems and your accounts. Agents work through controlled access you can see and revoke, and every action is logged.
What happens on your free discovery call
Map your operation
We walk through how work actually moves through your business and find where hours are leaking.
Calculate the ROI
You see what your biggest opportunities are worth in hours and revenue before you spend anything.
Leave with a roadmap
A draft plan for what to build first, whether you work with us or not.
Contact Us
We usually respond before 24 hours.