You probably don’t need a chatbot. You need back the hours your team spends copying data between systems, chasing approvals and rebuilding the same report every Monday.
We find that work, automate it, and leave it running under your own accounts. When AI is the wrong tool for the job, we say so and write a plain script instead.
Three Shopify launches went from request to built in 13 to 34 minutes, with a person approving each one before it went live. Read the case study
Monthly
We manage your Google and Meta ads on our own optimization platform, so you never have to log into it. It starts with an audit before we touch any spend, and every week you get a short note on what changed and why.
6 to 10 weeks
Pick the process with the most hours and the clearest rules. We sit with the people doing it, build the thing that does it, and leave it running under your accounts. You own the code.
4 to 8 weeks
When your tools don’t talk to each other, someone re-types data between them. We build the connection, whether that’s Shopify, NetSuite, Snowflake, Slack, Teams or anything else with an API. No new software for you to manage.
8 to 12 weeks
It shows where every answer came from, it’s tested against your real questions before anyone relies on it, and it logs every answer so you can check its work.
2 to 3 weeks, fixed fee
Sometimes you just need the map. We look at the actual work, estimate what each fix would cost and save, and tell you what to skip. You can hand the plan to anyone, including another firm.
Where we’ve done this work and what came out of it, by kind of business.
How we write these: each case comes from the work’s own records, such as commits, logs, invoices and exports. We draft with AI help and check every number against its source before it goes up.
Stores, marketplaces and ad accounts, with AI agents doing the legwork and a person approving every live change.
Current employer A Canadian sports memorabilia retailer
An AI operator that builds Shopify launches against a deadline, checks the inventory system first, and publishes nothing without a go-ahead.
13–34 min From request to built, across three timed launches
Raghav’s work · AI
Current employer A Canadian sports memorabilia retailer
Checking what Google Ads claimed against what the store actually sold, so budget decisions rest on real numbers.
130.8% Share of web retail sales Google Ads claimed credit for
Raghav’s work · AI
Current employer A Canadian sports memorabilia retailer
A catalog-wide rollout run by AI agents behind confirmation gates, where "done" meant visible to shoppers, not accepted by an upload.
5,975 Amazon, eBay and Wayfair listings with live product videos
Raghav’s work · AI
Software for businesses where a mistake has consequences: medical devices, payments, housing and licensing.
Prior role Traferox Technologies
Device software and a clinical logistics platform for a Toronto medical-device company, built inside a medical-device quality system.
−80% Manual clinical processing on the logistics platform
Pratyank’s work · AI · Web design
Own venture 1BLVD
A property platform for landlords with lease rules for three provinces, AI automations, and a sandboxed AI document parser.
3 Provinces’ lease rules: Alberta, BC and Ontario
Pratyank’s work · AI · Web design
Client MOD Fan Official
AI pre-screening against brand guidelines for a fan licensing startup, with brand partners keeping every final decision.
Weeks → minutes Review of a submission queue, with AI pre-screening
Pratyank’s work · AI
AI that takes real actions or pulls real data, where every output can be traced and checked.
Work trial Starboard
AI extraction from huge, inconsistent rate sheets, where the model never reads a number itself and every value traces back to a real cell.
0 Fabricated values across real carrier documents
Pratyank’s work · AI
Our own system PlainSpoken Consulting
Before letting AI act for clients, we run it on our own work, behind a permission gate that refuses, records and revokes.
1,075 Requests checked by the permission gate
Raghav’s work · AI · Network security
Book a 30-minute call. By minute 25 we’ll tell you whether we can help, and if we can’t, who can.