AI & software engineering studio · Production AI, automation, and systems built to scale
AI IMPLEMENTATION STUDIO
We build AI solutions and scalable software for businesses — agents, automation, and production-ready systems designed to solve real workflows and grow with you.
Accurate AI with built-in safety checks
Enterprise software that scales with your AI
Secure, private, and audit-friendly
EXAMPLE — LEAD PIPELINE
Illustration
Incoming Lead
Pricing page visitor
SaaS Company · 48 employees · viewed pricing 3×
AI RESEARCH ENGINE
Intent Score
94/100
Company Fit
High
Buying Signal
Strong
CRM → Enrichment → Slack → Outreach
Qualified Pipeline
Routed to sales in 42 seconds
TOOLS WE USE TO BUILD & RUN PRODUCTION SYSTEMS
WHAT WE DO
Agents and automation are the focus. We also build the enterprise apps, APIs, and infrastructure that make AI reliable day after day.
Custom AI that answers questions, completes tasks, and connects to your data — with checks in place so answers stay accurate and actions stay controlled.
What you get:
The enterprise software behind your AI — APIs, background jobs, and integrations that keep agents reliable under real traffic and busy periods.
What you get:
We launch your system on secure cloud infrastructure, set up monitoring, and ship updates without taking your product offline.
What you get:
Web apps, admin dashboards, and connections to CRM, Slack, email, and databases — with role-based access and clear audit trails.
What you get:
WHY PROJECTS STALL
A quick prototype is easy. A system your team can trust needs accuracy checks, reliable infrastructure, cost control, and real integrations.
✕ Typical AI Demo
How Northloop Builds
EXAMPLE WORKFLOWS
Switch scenarios to see the kind of workflows we build for sales, support, and document tasks. These are illustrative examples — not a live system, real client data, or real-time AI.
“Analyze 50 inbound leads from yesterday, score intent & route high-value accounts.”
Example workflow steps
1. Ingest & Context Enrichment
Enriched in 48msIngested webhook, enriched Clearbit domain data, checked 14-day pageview logs.
2. Context Filter & Intent Scoring
Score: 94/100Evaluated ICP criteria (B2B SaaS, >40 headcount, pricing visits >= 3).
3. Safety Harness & Validation
Passed 100%Verified CRM deduplication key; checked anti-spam compliance policy.
4. Autonomous Downstream Action
Slack & HubSpot syncedDrafted personalized executive briefing + dispatched high-priority Slack deal alert.
Execution Latency
410ms
Cost per Run
$0.0028 vs $0.09 naive
Accuracy Score
98.4%
Guardrail Status
Active & Verified
Identified high-buying-signal enterprise accounts with immediate budget authorization.
Top Match
Acme Cloud Corp (Score 96)
Buying Signal
3x Pricing page + Legal terms viewed
Routed To
Sarah K. (Senior AE)
Example actions in this workflow
HOW WE WORK
Every step has a defined goal and deliverable — so you always know what we're building, testing, and shipping next.
OUR 10-STEP BUILD PROCESS
Click any step to see the goal, deliverable, and how we reduce risk
What we aim for
Build the product — AI logic, dashboards, and connections to your tools.
What you receive
Working software connected to your stack (CRM, Slack, database, etc.).
How we reduce risk
Built to handle real traffic with background jobs and secure APIs.
KEEPING AI COSTS UNDER CONTROL
Feeding the AI everything at once is expensive and often makes answers worse. We pull only what's relevant, cache what repeats, and route simple tasks to cheaper models — so you get better results for less.
Example comparison — not a specific client result.
High confidence → act automatically · Low confidence → send to a person
BASIC SETUP
~4× the AI usage
Slower responses
Higher monthly bill
More noise, less accuracy
OPTIMIZED APPROACH
~76% less usage
Faster responses
Lower monthly bill
More relevant, accurate answers
ROI & PAYBACK CALCULATOR
See exactly how much manual repetitive workflows cost your company and the projected net ROI from production AI systems.
Net Annual Value Created
$227,700 / yr
Net of model inference costs, vector storage, and continuous evaluation harness.
Work Hours Reclaimed
4,500 hrs
Redirected to strategic revenue
Estimated Payback Period
~1.3 Months
Full project cost breakeven
Current Manual Drain
$330,000 / yr
Wasted in manual copy-paste
AI Cloud & Token Cost
~$19,800 / yr
Optimized with model routing
SELECTED WORK
Client builds, engineering case studies, and internal R&D — each with the architecture, decisions, and tradeoffs behind it. No invented clients. No fabricated metrics.
A three-sided event marketplace with its own payout engine, disputes, and realtime — built to move real money, not to demo.
A production-shaped voice pipeline — speech in, reasoned reply out — with memory, safety, and observability as first-class services, not afterthoughts.
An AI sales/support agent built like infrastructure — services over gRPC and a message queue — to explore what agent operations look like when they're engineered, not scripted.
An autonomous browser agent with a real harness: durable, resumable state and a human approval gate before it's ever allowed to act.
Could one of these be relevant to your business? See how we'd approach it →
Client Voices
From AI agents to full marketplaces — hear from clients who needed production systems, not demos.
“We needed a real marketplace — not another inspiration feed. Northloop shipped the full vendor platform: paid bookings, per-order chat, wallet credits, and Canadian bank payouts. Vendors can sign up today and run their entire event business in one place.”
Partylist Team
Event Vendor Platform · Canada
ENGAGEMENT ROADMAP
No bloated agency retainers without deliverables. Fixed timelines, clear milestones, and 100% IP ownership.
Founders & CTOs who need clarity on where AI actually delivers positive ROI before building.
What you receive:
Companies ready to ship a fully functional, production-ready AI agent or automated workflow.
What you receive:
Fast-growing teams needing continuous monitoring, model fine-tuning, and token cost pruning.
What you receive:
LET'S BUILD SOMETHING THAT PAYS OFF
Walk us through your workflow and we'll give you an honest feasibility read, architecture direction, and fixed-price scope — no sales pitch.
24-hour follow-up
Senior AI engineers — not generic sales.
NDA protected
Bilateral NDAs before discussing proprietary workflows.
Prefer email?
ashu.satapathy2002@gmail.com
30-minute discovery call
Free architecture review — no sales pitch. Pick a slot that works for you.