Too many enquiries → qualification assistant
Start with the job: volume the team can't answer becomes an assistant that qualifies and escalates.
- Top questions mapped
- Grounded answers
- Handoff with context
We design practical AI systems that help businesses understand information, automate knowledge work and create better customer and employee experiences.
Prefer email? hello@tfora.in →
Volume outruns the team — responses slow down exactly when interest peaks.
Answers exist somewhere in docs, chats and sheets — nobody can find them in time.
Extraction and classification eat hours that software should handle.
Expertise walks out with employees; retrieval keeps it in the business.
Decisions made on partial information because full context takes too long to assemble.
Start with the job: volume the team can't answer becomes an assistant that qualifies and escalates.
Scattered docs become conversational retrieval your team actually uses.
Documents and decisions flow through validation, review and logging.
AI systems need boundaries — built in from the first pilot, not bolted on.
Here AI is the offering — and the same rule applies: every capability below states what gets better for you.
A short call beats a long proposal — tell us where you’re stuck.
The job first: which questions, documents or decisions hurt most.
Knowledge sources cleaned; success and handoff criteria defined.
Assistant behaviour, guardrails and review points on paper.
Pilot on limited traffic with logs reviewed together.
Hardened, documented and handed over with an update routine.
Modern LLM platforms + retrieval over your content; WhatsApp/web widgets; sheets/CRM webhooks. Validation, permissions, logging, fallbacks and cost controls standard. No sensitive data in prompts without consent.
Start with the job, not the model. AI earns its place by improving discovery, experience, productivity or decisions — with boundaries from day one.
We reduce this with grounded knowledge + confidence fallbacks to humans, and review pilot logs with you.
Always the job. We map the painful questions and workflows first, then choose the smallest system that solves them.
Scoped by knowledge size + integrations + message volume. Pilot first, then fixed proposal.
You do — accounts, knowledge base and logs in your control.
WhatsApp or email us — mention your business name and goal.
Prefer email? hello@tfora.in →