About Invokary
Who you work with
Mohd. Ashhar, Founder
I'm a full stack AI engineer. I build production AI systems end to end: React and Next.js front ends, Python and Node.js services, and the retrieval, agent and evaluation layers behind them.
I build LLM features for Ascendo AI, a client, and I founded two AI products of my own, Clauseium and ApplyForge. At Ascendo and in Clauseium, an evaluation suite checks the AI's output on every release. Before that, I freelanced for international clients, including integrations with third-party platforms.
Invokary brings the same discipline to connectors: tools designed around real jobs, auth that passes review, and evals in CI.
Clients and products
Work I've done for clients, and products I've built. Invokary's own case studies will follow, with each client's approval.
- Ascendo AIClient
AI agents for field service teams. I build LLM product features, tune retrieval, and maintain the evaluation datasets and regression suites behind every release.
- Certify.cxClient: WCA-Global
An ISO certification marketplace. I built and shipped it end to end, including role-based access across six stakeholder levels, each with its own permissions, workflows and dashboards.
- ClauseiumMy product
AI contract review and drafting for in-house counsel in India: clause-by-clause risk analysis, suggested redlines and verified statutory citations, in a web app and a Microsoft Word add-in that share one backend. I founded it and lead its development.
- ApplyForgeMy product
An AI job-search assistant: resume tailoring, ATS scoring, cover letters, job discovery, and an agent that applies to jobs for its user. I founded it and built it.
What Agent Distribution Engineering means.
- Not generic MCP development: a server is one deliverable; we're accountable for the listing, the review and whether agents pick your tools.
- Not a replacement for AI coding tools: they write code; we own tool design, review rules, evals and submission.
- Not an OpenAPI-to-MCP generator: generators mirror endpoints; we design 8 to 20 tools around real jobs.
How we work
- Your code, your domain, your listing. We never host your production server.
- Fixed prices and published acceptance criteria.
- Built for the current spec, with a written plan for the next deprecation.
- We submit from your accounts, so the listing is yours forever.
- We will not show you logos we have not earned.
- We tell you on the call if you are not a fit.
Where we are
We are an engineering studio based in India, working with SaaS teams in the US, UK and EU.
Working hours
We work 09:00 to 18:00 IST, which covers UK and EU mornings. For US teams we hold calls early morning Eastern time, or later by arrangement. We reply within 1 business day.