We identify the manual work eating your team's time and automate it — so one person delivers what used to take three. Same headcount. Human-in-the-loop. Results measured.
Different industries. Different sizes. Same problem: too much time spent on work that should run itself. We work with businesses across India and the UK.
20–200 person businesses · No dedicated tech team
The data exists. The problem is the hours it takes to turn it into a report, a follow-up, a decision. Your team is capable — they're just doing the wrong work.
10–50 person teams · Scaling faster than processes
You're growing fast enough that the founders are still doing things that shouldn't need a founder. No ops hire. No time to build process. Just more manual work every week.
Agencies · Trades · Consulting firms · UK & India
Every hour your team spends on quoting, onboarding admin, and follow-up emails is an hour not spent delivering work. That's the cost. We've built the fix.
Every service on this page has been built and run in a live environment. Not proposed. Not prototyped. Deployed and tracked.
Transcription → MOM generation → task assignment to Google or Microsoft Calendar → timed reminders at 48h, 24h, and 6h before each deadline. Your team walks out of a meeting and the output is already in their inboxes.
WhatsApp threads, email updates, and ERP data pulled together into one structured daily report, delivered automatically at 7:30 AM. The person who used to spend 90 minutes writing it now reviews it in 4 minutes.
GeM portal, PSU tenders, client proposals — we build AI systems that draft 80% of your submission from structured inputs. Your team reviews and submits. RFP-to-submission time cut dramatically.
PO raised. We automate WhatsApp follow-up sequences for outstanding POs, delivery confirmations, and escalations — with a full audit trail. Exceptions only reach humans. Your procurement team handles decisions, not reminders.
Every new client triggers the same 8–12 manual steps. We automate document collection, welcome sequences, task creation, status tracking, and team notifications. Days compressed to hours.
Field visit done. Voice note recorded. We build the full pipeline — voice capture to auto-calculation to formatted client quote — delivered in under 10 minutes. No typing, no delay, no dropped leads.
Email sequences, WhatsApp follow-up chains, and AI voice call agents — built to run your outbound automatically. Lead qualification, nurturing, and handoff to your sales team without a person managing each touchpoint manually. Works for B2B sales, education lead generation, and any high-volume outreach function.
Every number was tracked against a baseline — measured, not estimated. Each tool is running in a live environment right now. Read the full case studies →
Offline meeting recorder that auto-generates MOMs, assigns tasks to Google and Microsoft Calendar, and sends reminders at 48h, 24h, and 6h before each deadline.
Read full case study →AI counsellor trained on 22,000+ real call recordings. Handles screening, qualification, and routing autonomously. Only high-potential leads reach human counsellors — with full context and conversation summary. Measured against a control group.
Read full case study →Generates a personalised career path and tailored pitch in real time from 4 inputs during the call. Under 30 seconds. No script changes required.
Read full case study →Names and identifying details anonymised. Everything shown was generated automatically — no human input.
Within 60 seconds of a meeting ending, Pravah AI produces a structured MOM, assigns tasks to the right owners in Google/Microsoft Calendar, and schedules reminders at 48h, 24h, and 6h before each deadline.
The moment a PO is raised, the system starts a follow-up sequence. Day 1: acknowledgement request. Day 3: delivery timeline. Day 6: escalation. No human involvement unless the supplier flags an issue.
At 7:30 AM every day, this report is pulled from WhatsApp group messages, email updates, and ERP data — structured, summarised, and delivered automatically.
The person who used to spend 90 minutes compiling this now reviews it in 4 minutes.
Every automation we build has a trigger, a clear set of steps, and a measured outcome. Here's the architecture of three that are live in production today.
A structured 4-step engagement — from your first call to a live automation with measured results. Under 4 weeks, start to finish.
We spend time with your team mapping manual workflows, timing them, and calculating the full cost — salary waste, error cost, opportunity cost. You receive a ranked automation roadmap with tool recommendations and a scoped proposal — at no charge, before any commitment to build.
We design the complete system — AI models, triggers, data flows, integrations, and edge cases. Every decision locked before build begins. Agreed scope before the first line of code is written. No surprises, no scope creep.
Three-week sprint with weekly working demos against your real data — not a sandbox. You see it running throughout. We deploy to your live environment. Not a prototype. Production. Your team needs zero technical knowledge to use it.
Full documentation. Team walkthrough. 30 days of post-launch monitoring. We measure actual time saved against the targets set in the Audit and send a written outcome report. Numbers, not promises.
Prove AI works for your specific business before committing to a larger build. One workflow, fully deployed and measured.
The full Audit-to-Automation Sprint — covers your highest-ROI workflows end to end, with all outcomes measured.
For businesses that want AI built into how they operate, permanently. Ongoing build, optimisation, and new automation each sprint.
We audit your existing stack first and build around what you already use. No unnecessary replacements, no new software for your team to learn.
QuantumThought Lab is built by three operators who have run real businesses, scaled teams, and deployed AI systems in production environments. None of them theorise about AI. All three have tools running in live environments right now.
Between them: enterprise field sales at BPCL, growth ops and product leadership at Collegedunia, a co-founded live sports media platform, and four years of business analytics at scale. They cover the full loop — identifying the problem, architecting the system, building the automation, and measuring the outcome.
Engineer turned operator. Shivam leads every client engagement — from the Workflow Audit through to deployment and outcome measurement. Has built 5+ AI tools running in production across sales, EdTech, and ops environments.
Product builder and AI practitioner. Co-founder of Sportsdunia — live sports media and affiliate platform. Has deployed AI systems in his own business: a content writer agent that mimics individual writing styles, and a custom affiliate CRM built entirely via vibe coding.
Product builder and business strategist. Arpit built the complete product for KollegeApply.com — including all its AI tools — from architecture through to deployment. Before that, four years at Collegedunia scaling from Business Analyst to Senior Business Analyst. He understands how education businesses acquire, retain, and scale because he's operated inside them at every level.
Enter your numbers. Same calculation we do in a Workflow Audit.
"We were spending almost an hour every day just writing meeting notes and chasing follow-ups. The QuantumThought Lab team built something that does it automatically — tasks show up in our calendars before we've even left the meeting room. ROI was visible within the first week."
"The Workflow Audit was the most useful 3 hours I've spent on operations in years. Even before the implementation, the roadmap document changed how we thought about our processes. We went ahead with the build and cut our L1 cost by 60% in the pilot."
"I was sceptical — we're a manufacturing business, not a tech company. The team was clear that we didn't need to become one. They understood our floor operations and built something our team uses without any training. The vendor follow-up sequence alone saves us 6–7 hours a week."
A PDF walkthrough of 5 automations we've already built in production — with time saved, tools used, and what changed for the team running it. No theory. Actual systems.
Before we build anything, we spend time with your team. We map the workflows costing you the most time, calculate what that time is worth, and hand you a prioritised roadmap — in writing, yours to keep, at no charge.
Not ready for the full audit? Start with a Quick Win Pilot — we identify your single most painful workflow and deploy the automation in 2 weeks.
Ask about the Quick Win Pilot →