Find where AI pays
Map repetitive work, data readiness and constraints before spending on models. Some workflows need software, not AI — we say so.
AI Transformation & Intelligent Automation
Don't just add AI.
Redesign how work gets done.
IA Webtech designs secure AI systems that connect knowledge, workflows, software and people to reduce repetitive work and improve operational intelligence.
Model-agnostic by design
Private & on-premise ready
Human approval built in
No single-vendor lock-in
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Models, pluralCloud · private · open · small · large · vision · speech
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Model routerRight model per task, cost and boundary
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AI OperatorScoped tools · approvals · audit
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Your systemsERP · CRM · docs · data
AI Transformation Overview
Transformation, not decoration.
Most AI projects stall between demo and production. We work the other way: assess the operation, prove value on one workflow, then expand — with security, evaluation and cost control from day one.
One workflow, production-grade
A scoped pilot inside your systems with approvals, audit and plain-language outcome labels — never a slide-deck demo.
From pilot to workforce
Graduate proven operators across functions, with evals, monitoring and cost guardrails.
Interactive diagnostic
Where is your highest-value AI opportunity?
Answer ten quick questions. You get an indicative read — automation vs AI fit, data readiness, complexity and a starting point. Indicative, not guaranteed; a real assessment validates it.
Agents
Agents that do work, not tricks.
Goal-directed software that plans steps, uses approved tools and stops for humans — inside your systems, not beside them.
Scoped by design
Each agent has a job description: which tasks, which tools, which limits. Nothing general-purpose touching production.
Tool-first
Agents act through the same governed APIs your team uses — scoped, logged and revocable.
Supervised autonomy
Routine steps run alone; consequential steps wait for a person. The boundary is configured, not hoped for.
Digital Workforce
Operators that work alongside your people.
An AI operator receives a task, retrieves knowledge, calls an approved tool, requests human approval where necessary, completes the workflow — and produces an audit record. Autonomous, never uncontrolled.
Human Workforce
Assigns tasks · validates consequential steps · owns business outcomes
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AI Digital Workforce
Sales Operator · Finance Operator · HR Operator · Support Operator · Procurement Operator
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Knowledge Base & Context
Enterprise policies · historical records · document stores · permission-aware RAG
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APIs & Tools
Scoped actions · authenticated endpoints · rate limits · strictly governed execution
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Enterprise Systems & Data
ERP · CRM · HRMS · core ledgers · databases · external partner services
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Security, Governance & Audit
Every action logged · attributable to human or agent · immutable audit trail
One task, end to end
Task received
The operator picks up a defined task from a queue, schedule or human handoff.
Knowledge retrieved
It pulls the relevant policy, history and documents — permissions enforced.
Approved tool called
It acts only through scoped tools: read, draft, update — never raw access.
Human approval
Sensitive steps pause for a person. Nothing consequential self-authorizes.
Workflow completed
The job finishes across systems; the human is notified with a summary.
Audit record
Every step — inputs, tools, approvals — is logged and reviewable.
Private AI
Your AI, inside your boundary.
For regulated, sensitive or simply cautious operations: choose the deployment that fits your risk — from VPC to fully on-premise.
Local models
Capable open models running on your hardware, under your control.
Private infrastructure
Dedicated compute — no noisy neighbors, no shared logs.
VPC
Your isolated cloud network with controlled ingress and egress.
On-premise
Inside your data center, behind your firewall, on your terms.
Data isolation
Strict separation between tenants, departments and projects.
Permission-aware RAG
Retrieval filtered by what the requester is allowed to see.
Controlled inference
Rate-limited, logged model access with policy enforcement.
Model routing
Each task goes to the right model — small, large, private or cloud.
Audit logs
Who asked, what was retrieved, what was done — recorded.
Human-in-the-loop
People approve consequential actions. Always.
Enterprise RAG
Answers grounded in your knowledge.
Retrieval over policies, tickets, manuals and records — with permissions enforced at query time, citations back to source, and evals that catch drift.
Permission-aware
People see answers only from documents they are allowed to read. Leaks are architecturally impossible, not politely requested.
Cited & versioned
Every answer traces to a source version. When the policy changes, the answers change with it.
Evaluated
Golden question sets run on every index and prompt change — regressions get caught, not discovered by users.
Local AI
Capable models, your hardware.
Small language models now handle drafting, classification, extraction and summarization on-premise — no data leaves the building, no per-token bill for routine work.
Document drafting & summaries
Classification & routing
Offline-capable branches
Routine work, zero token fees
Multimodal AI
Text, documents, voice and vision — together.
Real operations are multimodal: a photo from the site, a voice note from the field, a PDF in the inbox. We build systems that accept all three and act on them.
Computer Vision
Quality checks, safety monitoring, document and image understanding tied to workflows — not demos.
Voice AI
Support lines, field updates and approvals that start with a conversation and end in your systems.
Document Intelligence
Extraction, classification and routing across inboxes, drives and scanners — with humans confirming edge cases.
AI Model Engineering
Model-agnostic, engineering-led.
We are not tied to one vendor. Architecture routes each task to the right model — and adapts models to your domain where it pays.
Cloud ModelsPrivate ModelsOpen ModelsSmall Language ModelsLarge Language ModelsVision ModelsSpeech ModelsEmbedding Models
01DATARaw sources & pipelines
02KNOWLEDGEPermissions & RAG index
03MODELPrivate, open or cloud router
04AGENTGoal-directed operator
05TOOLSScoped APIs & actions
06SYSTEMSERP · CRM · Databases
HUMAN APPROVAL GATE
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IMMUTABLE AUDIT LOG
Consequential actions pause for human confirmation. Full traceability from prompt to production.
Domain adaptation
Fine-tuning and terminology alignment on your data — so outputs sound like your business, not the internet.
Model routing
Small local models for routine work, larger models for hard reasoning. Quality up, spend down.
Swap-ready
Providers change; your workflows should not. Abstraction layers keep you portable.
AI Evaluation
Trust, but verify — continuously.
Every AI system ships with its exams: task benchmarks, guardrail tests and quality sampling, run before launch and on every change after.
Task benchmarks
Guardrail tests
Human sampling
Regression suites
AI Operations
Operate AI like production, because it is.
Monitoring, cost control and lifecycle management — the unglamorous layer that decides whether AI survives contact with reality.
Behavior monitoring
Cost tracking & budgets
Drift detection
Versioned rollouts
Illustrative patterns
What this looks like inside real systems.
Patterns we deploy — combinations of systems and operators, adapted per engagement. Illustrative, not client claims.
AI Operations Operator
Stock exceptions, invoice mismatches and approval nudges — drafted, never posted blindly.
AI Sales Operator
Follow-ups, call summaries and pipeline hygiene without the admin tax.
AI HR Operator
Onboarding checklists, policy answers and leave workflows.
AI Finance Operator
Reconciliation drafts and variance explanations for human sign-off.
AI Support Operator
Triage, draft replies and escalation with full ticket context.
AI Document Operator
Extraction, classification and routing across inboxes and drives.
AI Security
Powerful, and controlled.
The controls that keep AI inside its mandate — engineered in, not bolted on.
Prompt injection protection
Untrusted content is treated as data, never as instructions.
Tool access control
Least-privilege, scoped tools — no standing broad access.
Output validation
Structured checks on AI output before it touches systems.
Data permissions
Row-, document- and field-level enforcement at query time.
Tenant isolation
Your data never leaks across customers or departments.
PII handling
Detection, redaction and minimization by policy.
Auditability
Full trace from prompt to action to approval.
Monitoring
Behavior, drift, cost and quality watched in production.
Start with the highest-value workflow
Find Your Highest-Value AI Opportunity.
Take the diagnostic above, or talk to an engineer directly. If AI fits, we will show you where. If it does not, we will tell you that too.
info@iawebtech.com · +91 8307857276 · Gurugram, India