Built a multi-model AI workspace that routes every prompt to the best LLM

We designed and engineered a SaaS workspace that compares and routes requests across the leading language models, with team spaces, usage controls and cost tracking built in.

AI DevelopmentSaaS DevelopmentProduct Design
★★★★½4.5/5Average client rating
3+LLM providers behind one interface
1Unified usage and cost dashboard
8 wksFrom concept to private beta
The challenge

What needed to change

Teams wanted the best answer from AI, but every model had different strengths, prices and limits. Staff were juggling several subscriptions, copying prompts between tabs, and finance had no idea what AI was actually costing the business.

AI DevelopmentSaaS DevelopmentProduct Design
Our approach

How we solved it

Routing layer

A model-agnostic gateway that scores each request for quality, speed and cost, then sends it to the best-fit model with automatic fallback.

Workspace UX

Side-by-side answer comparison, shared prompt libraries and folders so good prompts become team assets.

Guardrails

Role-based access, per-team budgets and audit logs so admins stay in control.

Metering

Token-level usage tracking feeding live dashboards per user, team and model.

The results

Outcomes we're accountable for

Measured against the targets agreed during discovery.

3+LLM providers behind one interface
1Unified usage and cost dashboard
8 wksFrom concept to private beta
8Core technologies in the build

Technology used

NeNext.js
TyTypeScript
NoNode.js
PoPostgreSQL
OpOpenAI
ClClaude
GeGemini
StStripe

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Contact us

Let's build something worth talking about.

Tell us what you're building. You'll get a reply from a senior engineer — not a sales script — within one business day, with a suggested approach and a ballpark.

Email us

harsha@nhsolutions.co.in

Call us

India: +91 91000 45678WhatsApp: +91 91000 45678

Working hours

Mon–Sat, 9:00 am – 8:00 pm IST

What happens next

  • We sign an NDA if you need one
  • 30-minute call with a co-founder
  • Written proposal in 3–5 days

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Hyderabad — Headquarters

4th Floor, Cyber Towers,
HITEC City, Madhapur,
Hyderabad, Telangana 500081

Vijayawada — Delivery Centre

MG Road, Labbipet,
Vijayawada,
Andhra Pradesh 520010

Global delivery

Overlapping hours with
IST, GST, GMT and EST
— Mon to Sat, 9am–8pm IST