CAPABILITIES

AI Agents & Workflow Automation

Agent systems that execute real workflows (research, routing, reporting, operations) with human sign-off exactly where it counts. 618+ automations shipped across 12 industries.

PRACTICE NO.
01
PRINCIPALS
PA · AJ · SV
CASES ON FILE
01
FIELD
AI / ML INFRASTRUCTURE · SAAS & DEVELOPER TOOLS · PROFESSIONAL SERVICES · ADVERTISING & MARTECH · MEDIA & PUBLISHING
AI Agents
FIG. 01 · NEIGHBORHOOD MAP · SOURCE: TEAM EXPERTISE DATASET

PROBLEM SPACE

Multi-agent systems and automations that take routine work off your team's plate.

Agent systems that execute real workflows (research, routing, reporting, operations) with human sign-off exactly where it counts. 618+ automations shipped across 12 industries.

ROUTINE CLEARS AUTOMATICALLYEDGE CASES ROUTE TO A REVIEWER

WHAT WE DELIVER

  • 2.1multi-agent orchestration
  • 2.2n8n/workflow automation
  • 2.3MCP servers & tool integrations
  • 2.4approval-gated execution
  • 2.5agent monitoring & evaluation
618+ AUTOMATIONS

HOW IT SHIPS

Systems in this practice run as a loop, not a launch. Inputs are orchestrated, routine outcomes execute automatically, and anything consequential holds at a review gate where a named person clears it with context attached. Every decision (human or automatic) lands in the audit trail.

INPUTORCHESTRATEGATEEXECUTEAUDITHUMAN REVIEW · CONSEQUENTIAL ONLY
THE ENGAGEMENT MODEL BEHIND THIS →

PROOF

618+
automations shippedPARIK · 12 INDUSTRIES
34
tools in one MCP serverMETAADS-MCP
CASE FILE 01 · AD PLATFORM (IN-HOUSE) · AI VIDEO AD PRODUCTION PIPELINE · 5× WEEKLY AD OUTPUT

SELECTED PROJECTS · CLIENTS ANONYMIZED

One pipeline for text, audio, image, and videoA generative-AI automation startupGenerated code, audited before it shipsA smart-contract developer-tools companyAn evaluation harness that catches the model outAn AI reasoning-infrastructure company
EVERY FIGURE TRACES TO SHIPPED WORK

WHO BUILDS IT

Parik AhlawatPrincipal · Agents & OrchestrationMulti-agent platforms, model routing, n8n orchestration. 618+ automations shipped across 12 industries.PROFILE →Arpit JhambPrincipal · Data & Portfolio OpsPE-backed data + portfolio consulting. ETL, executive dashboards, business automation across operating companies already running on real systems.PROFILE →Shashwat VermaPrincipal · GenAI & Financial RiskGenAI for risk + policy design. $150M risk portfolio at Drip Capital, $1B annual transaction policy designed, 16M Citi fraud decisions/month.PROFILE →

FIELD NOTES

What AI can actually automate in a 3PL back office (and what it can't)5 MIN READWhat 1,322 automations taught us about 30 industries5 MIN READ

ADJACENT

Asked about this practice

Questions we get.

The same answers we give on a first call about this practice.

  • FAQ-01What kind of work can agents actually take off our team?

    Real workflows, not demos: research, routing, reporting, and back-office operations. Our principals have shipped 618+ such automations across 12 industries. Routine steps run on their own; anything consequential waits for a named person to sign off.

  • FAQ-02Will an agent do something irreversible without us knowing?

    No. We build approval-gated execution: routine outcomes auto-execute, and expensive-to-reverse actions route to a human reviewer with the context attached and an audit trail. We will not sell you a bot that approves payments or emails customers unsupervised.

  • FAQ-03Do agents mean replacing our existing tools?

    No. Agents plug into the systems you already run through MCP servers and tool integrations; one of ours exposes 34 tools over a single Meta Ads server. We wire into the stack rather than asking you to migrate to a new one.

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