Keyword lane
— simple intents, no model call.
PostgreSQL ILIKE with PostGIS geo filters. Roughly 80% of traffic, under 80ms.
$0 marginal cost
Build with a dedicated remote team of top-tier Bangladeshi engineers trusted to deliver speed, quality, and reliability across web, AI, and IoT products.
Senior execution, transparent process, enterprise-grade quality
Most AI products die after launch — too slow, too expensive, too unstable. This is the routing we built so one didn’t. Every query is classified before any paid inference runs, so most traffic never reaches a model.
— simple intents, no model call.
PostgreSQL ILIKE with PostGIS geo filters. Roughly 80% of traffic, under 80ms.
$0 marginal cost
— complex intent becomes structured retrieval.
Claude Haiku parses intent to JSON, then OpenAI embeddings and pgvector cosine similarity in Postgres. Roughly 20% of traffic, under 1200ms.
~$0.001 per search
— repeat demand disappears at the edge.
Redis, 30-second TTL, key is tenant plus query plus geo plus filters plus classification. Under 15ms.
30–40% hit rate target
<100ms
Search response, 80% of traffic
shippedRestaurant discovery platform
~$0.001
Average cost per AI query
shippedRestaurant discovery platform
~90%
Of AI calls routed to Haiku, not a frontier model
shippedRestaurant discovery platform
<60s
First reply to every inbound lead
targetWarmChats
Every figure here comes from a system we shipped, and every one is labelled with whether it’s measured or targeted. Ask on the call and we’ll walk you through the architecture.
Clients come to us when delivery has to be predictable: clear requirements, honest estimates, and engineering judgment applied early—so you spend less time firefighting and more time growing the product. We work as an extension of your team, focused on outcomes users feel and metrics you can read.
Each card opens in a new tab—so you can see who you would work with before you commit scope or budget.
10specialists
Seven shipped experiences—AI lead automation, operations, commerce, regulated services, marketplaces, community, and agency brands—each tuned to real users and conversion.
Swipe sideways for more — tap dots to jump
We agree on users, success metrics, constraints and risks, then produce a technical approach and milestone plan so everyone knows what “done” means and when.
Working software every cycle, with demos, an open backlog, and early integration of auth, data and deployments — so problems surface when they are cheap to fix.
Release with monitoring, runbooks and a sensible cutover. We support stabilisation after go-live and hand the system over properly.
| Model | Shape | Timeline |
|---|---|---|
| MVP build | Scope, architecture, shippable v1 | 8–16 weeks |
| Embedded team | Roadmap delivery with your PMs | Ongoing |
| Stabilise and scale | Performance, reliability, maintainability | As needed |
Most engagements start with the two-week pilot below. We’ll give you a full quote for the wider build at the end of it, once we’ve seen the real codebase.
Two-week sprints, a demo at the end of each, a named escalation contact, and a written weekly report. Ask for a sample report and we’ll send a real one.
Practical engineering aligned to your roadmap: you get transparent communication, measurable milestones, and software ready for real users—not a black box.
End-to-end web and mobile builds: discovery workshops, technical design, implementation, and handoff documentation—so your team owns the system with confidence after launch.
Connect products to payments, CRMs, data pipelines, and internal tools with APIs and event-driven workflows that are observable, secure, and easy to extend.
Hardening for real traffic: performance tuning, monitoring and alerts, CI/CD, and operational runbooks—reducing downtime and making releases boring in the best way.
Interfaces that match your brand and usability goals: accessible components, responsive layouts, and design-system thinking so new features stay consistent.
Or grab an open slot below — same 30‑minute intro call.