HRMS Capability

HRMS that answers, screens and predicts

T7 Solution ships AI inside HRMS as production modules — HR copilot, resume screening, attrition prediction, policy Q&A, interview intelligence and offer-letter drafting.

Overview

HR teams spend most of their time on tier-1 questions, resume screening and status chasing. LLMs do all three well when connected to real HR data with the right guardrails.

We ship AI HRMS modules that plug into your existing HRMS (or into the one we build): resume screening with fit scores, an employee-facing copilot for policy and leave questions, attrition prediction with cited reasons, and interview transcript intelligence.

Every AI feature is cited, permissioned and evaluated — no black-box outputs, no data leakage across employees.

What we ship

HR copilot

Employee and HR chatbot answering policy, leave, payroll and benefits questions — cited to source policy documents.

Resume screening

JD-to-resume fit scoring with reasons, skill extraction and shortlist ranking — bias-aware.

Attrition prediction

Per-employee attrition risk with cited reasons (comp, tenure, engagement, manager-change) — not a black-box score.

Policy Q&A

Retrieval-augmented Q&A over your policy vault with citations, versioning and permission-aware answers.

Interview intelligence

Transcribe, summarise and score interview calls against a competency rubric — with speaker separation.

Offer letter drafting

AI drafts offer letters, PIPs, appraisal comments and HR emails using approved templates and context.

How we're different

Cited, not black-box

Every AI answer cites the source policy, employee record or interview timestamp — auditable end to end.

Permission-aware

Employee copilot only sees their own data; HRBP sees their unit; CHRO sees the company — enforced in retrieval, not just UI.

Evaluated continuously

Golden sets, hallucination checks and precision/recall on screening — with weekly regression reports.

Modular

Ship as modules over your existing HRMS (Darwinbox, Keka, Zoho People) or as native features of a custom HRMS.

Tech stack

ReactTypeScriptSupabasePostgreSQLOpenAIWhisperpgvectorLangChain

Frequently asked questions

Will the copilot leak data across employees?

No — retrieval is scoped to the requester's permissions. An employee only sees their own payslip; HRBP only sees their unit.

How accurate is attrition prediction?

Precision/recall depend on your data, but every prediction is explained with contributing factors — HR decides, model informs.

Can it plug into our existing HRMS?

Yes — as modules over Darwinbox, Keka, Zoho People, SAP SuccessFactors or custom systems via APIs and event streams.

Is resume screening bias-aware?

Yes — protected attributes are masked before scoring; screening is audited for adverse impact and disparate outcomes.

Ready to Build Your AI Product?

Talk to a senior AI consultant from T7 about your industry, workflow, or product idea. Free, no commitment — reply within one business day.

  • · AI feasibility & architecture review
  • · Product / MVP roadmap
  • · Integration & automation strategy