See what good looks like in market.
Products across sales, recruitment, finance, and operations — real systems, not hypothetical case studies.
See our work →Find the work that is slowing your team down, then build useful AI software around it.
Products across sales, recruitment, finance, and operations — real systems, not hypothetical case studies.
See our work →We design and build around your specific problem. Live in 4 weeks, with a clear scope and price.
How we work →Choose the kind of work you want to make easier, faster, or more reliable.
AI can take on the prep work behind every sale — researching accounts, qualifying inbound leads in seconds, drafting outreach, keeping the CRM current. Sales teams spend their time on the conversations that close while pipeline keeps moving in the background.
Explore →AI can read every resume, run first-round voice screens in any language, schedule rounds without the calendar tag, and surface the candidates worth a hiring manager's time. Recruiting teams move faster on the same headcount, with stronger candidates reaching the final round.
Explore →AI can reconcile transactions, classify invoices, draft variance commentary, and assemble board packs from live data. Finance teams compress close cycles from weeks to days, run forecasts more often than once a quarter, and spend more time shaping what's next.
Explore →AI can match invoices to POs, ingest courier and ERP data, flag exceptions, and run the back-office workflows that used to require a human in every loop. Ops teams handle multiples of the throughput on the same headcount, with time freed for decisions instead of data entry.
Explore →AI can draft research-grade content from a brief, adapt every asset across formats and languages, and optimise for both classic and AI-powered search. Editorial teams ship more without losing voice — and content compounds into organic distribution that doesn't need paid spend every month.
Explore →AI can resolve the routine 60–75% of support tickets end-to-end — reading the ticket, pulling the order, taking the action, replying in the customer's language. Support teams scale through volume without scaling headcount, while human agents focus on the conversations that actually need them.
Explore →AI can index a company's contracts, decks, Slack history, and policy library — then answer questions with citations in seconds. New joiners ramp faster, deal teams find what they need in minutes, and institutional knowledge finally responds when asked.
Explore →Useful AI features — search that answers, tools that make suggestions, and screens that adapt to what people need — are quickly becoming expected in software. Going beyond a basic chatbot can make a product more useful and easier to keep using.
Explore →AI voice agents now hold real conversations in dozens of global and regional languages — at any hour, at a fraction of human call-centre cost. Multilingual customer engagement, after-hours coverage, and high-volume outbound become viable at scale for the first time.
Explore →A small senior team, working directly with you from the first call to launch.
Working software at every milestone. Demos in code, not decks. Most builds go live in four weeks from kickoff.
Same small team from scoping to ship. No relays. No account managers. No escalation tiers.
Our work is in market right now — real software solving real operating problems, not a portfolio of mockups.
We don't take projects where AI is decorative. If your problem is better solved another way, you'll hear that on the first call.
Useful AI software designed, built, and shipped by OLN Labs — real work, in market.
CRM, WhatsApp, calls, and follow-up in one place — so no lead goes cold.
It learns your brand and keeps your blog, social, and site content moving.
Four weekly stages from kickoff to a live product. Working software at every milestone.
We learn how the work happens today, where time gets lost, and what will make the biggest difference.
Live in 4 weeks. Working software at every milestone. Not decks. Not roadmaps.
Optional. We keep running and improving it post-launch.
The things people email us about before the first call.
Most focused builds go live within 4 weeks of starting. Larger or more complex projects take 6–8 weeks. A short planning sprint takes 3–5 days.
We commit to dates and bill against milestones. If a milestone slips, you hear it from us first.
Pricing depends on what needs to be built and how much support you need after launch. We quote each project after the first call.
A short planning sprint has a fixed fee. We scope the build with you before giving a price.
Yes — most clients move into a managed-operations engagement after the 4-week build. We run, monitor, and improve the product against your business numbers.
Managed engagements are monthly retainers, scoped to your roadmap. Cancellable with notice.
We'll tell you. We would rather say no than build something that will not help.
If a simpler process change, an off-the-shelf tool, or another partner makes more sense, that's what you'll hear on the first call.
Engineers. The same small team that scopes the work writes the code and is on the launch call. No relays, no escalation tiers.
Headquartered in Bengaluru (IST). We routinely overlap with India, the Middle East, Southeast Asia, the UK, and the US East Coast. For US West Coast clients we run a working window in your morning and ours late evening.
Usually. We take a small number of new engagements each quarter — get in touch early and we'll tell you the realistic kickoff date. If it's urgent, mention it on the first call.
Sometimes. For products where we believe in the upside enough to take risk-shared compensation — reduced cash plus equity or revenue share. Selective, and only when the founder, product, and market all line up.
Tell us what is getting in the way. We reply within one to two business days.