01 / Use our products
Plug into something we've already built.
Four live AI products across sales, inventory, recruitment, and finance. If your outcome fits one, it's the fastest path.
See the portfolio →
We engineer outcomes
with AI.
We design, build, and operate AI-native software.
How we help
How can we help your business grow?
Two ways in. Use a product we already run, or commission one built to your spec.
02 / Build something custom
Commission an AI product for your business.
End-to-end builds for your specific use case. Live in 4 weeks. Fixed scope, fixed price.
How we work →Outcomes
What we deliver with AI.
Business outcomes where AI changes the unit economics.
01
Sales acceleration
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 →02
Hiring acceleration
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 →03
Financial intelligence
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 →04
Operations automation
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 →05
Brand & content growth
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 →06
Customer experience
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 →07
Internal copilots
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 →08
Product AI
AI-native features — search that answers, workflows that propose, surfaces that adapt to user intent — are becoming table stakes for software in 2026. Going deeper than a bolt-on chatbot turns AI from a marketing line into a retention driver and a pricing-power lever.
Explore →09
Voice & multilingual AI
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 →Why work with us
The things that actually matter.
No account managers. No bodyshopping. No vendor lock-in.
01
Live in 4 weeks. Not 4 months.
Working software at every milestone. Demos in code, not decks. Most builds go live in four weeks from kickoff.
02
You talk to the people writing the code.
Same small team from scoping to ship. No relays. No account managers. No escalation tiers.
03
Four products. Live today.
Two we own and operate. Two we built for clients. Working software in market right now — not a portfolio of mockups.
04
We say no when AI isn't right.
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.
Selected work
Our work.
Six AI-native products. Four live in market today, two in build.
Our products
In-house · 2 live · 2 in build
AI-powered sales for SMB teams.
AI-powered sales and marketing for Indian SMBs with WhatsApp-first sales teams.
Built & operated by OLN Labs Visit ↗
AI-native inventory for real estate.
Inventory, payments, and CRM for builders and developers — on a single source of truth.
Built & operated by OLN Labs Visit ↗
Low-cost AI-native email infrastructure.
Transactional and broadcast email built for the AI-content era — pricing and deliverability shaped for volume.
AI-native blog and site management.
For small business owners who want a real content engine without an agency or a CMS to babysit.
Built for clients
2 shipped
How we work
How an engagement runs.
Four weekly stages from kickoff to a live product. Working software at every milestone.
01 / Study
Understand the business.
We understand the business, the customer, and the unit economics. Then we tell you what to build.
02 / Build
Ship working software.
Live in 4 weeks. Working software at every milestone. Not decks. Not roadmaps.
03 / Operate
Keep it running.
Optional. We keep running and improving it post-launch.
FAQ
Questions buyers usually ask.
The things people email us about before the first call.
How long does a typical project take?
Most fixed-scope builds go live in 4 weeks from kickoff. Larger or more complex engagements run 6–8 weeks. Discovery sprints are 3–5 days.
We commit to dates and bill against milestones. If a milestone slips, you hear it from us first.
What does an engagement cost?
Pricing depends on scope, complexity, and engagement shape (one-time build vs. ongoing operations). We quote per project after the first call.
Discovery sprints are a small fixed fee. Builds and managed operations are scoped on inquiry. Get in touch and we'll come back with a number.
Do you provide ongoing support after launch?
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.
What if AI isn't actually the right answer for my problem?
We'll tell you. We don't take projects where AI is decorative rather than essential — we'd rather lose the engagement than build something that doesn't work.
If the problem is better solved by a workflow change, an off-the-shelf tool, or a different vendor entirely, that's what you'll hear on the first call.
Will I work with the engineers, or account managers?
Engineers. The same small team that scopes the work writes the code and is on the launch call. No relays, no escalation tiers.
Where are you based, and which time zones do you cover?
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.
Can you start in the next 30 days?
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.
Do you take equity in lieu of cash?
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.
Get in touch
Have a business outcome you can't get to with current tools?
Tell us what you're trying to build. We reply within one to two business days.