FernBytes
FernBytes/Solutions/AI & Intelligent Solutions
Engineering — 01

Intelligent systems thatremove manual work.

We design and deploy intelligent agents, machine learning models, and workflow automation that surface insight and free your team to focus on decisions that need human judgment.

Why it matters

Manual work doesn’t scale. Intelligence does.

01

Teams drown in repetitive work

Support triage, data entry, document review, lead qualification — the same decisions made hundreds of times a week, by people who could be doing higher-value work.

02

Data sits unused

Most businesses generate far more data than they act on. The insight that should drive decisions stays locked in spreadsheets, tickets, and disconnected tools.

03

Off-the-shelf tools don’t fit

Generic products solve generic problems. Your workflows, data shape, and edge cases need a system built around how your business actually operates.

What we provide

Connected intelligence, built around your workflow

Can I move my booking to next Friday?
Sure — I’ve moved Singapore Tour (Booking #4482) to Fri, Aug 22. No change fee. Confirmation sent to your email.
Perfect, thank you!
Conversational AI

Agents and assistants that actually resolve things

We build conversational agents grounded in your product data and policies — connected to real actions like refunds, bookings, and account changes, not just canned answers.

  • Chatbots and virtual assistants
  • Generative AI solutions and copilots
  • Natural language processing
invoice_0847.pdf Extracted
VendorMeridian Supplies
Invoice no.MS-0847
Line items14 read
Tax₹12,630
Amount₹84,200
Due dateAug 14, 2026
Matched PO#PO-2291 ✓
Confidence0.97
Document intelligence

Turn unstructured documents into structured data

Invoices, contracts, ID documents, claims forms — we build extraction pipelines that read, validate, and route documents automatically, with confidence scoring for anything that needs a human check.

  • Document processing and intelligent extraction
  • Computer vision solutions
Lead score distribution Model v4.2
ColdHot
Prediction & scoring

Models that predict, score, and recommend

From lead scoring to product recommendations to churn prediction — we train, evaluate, and deploy models on your own data, with monitoring for accuracy drift over time.

  • Predictive analytics and forecasting
  • Recommendation engines
workflow invoice_pipeline:
  on: document.received
  steps:
    - extract → validate → match_po
    - if confidence < 0.9:
        route_to_review
    - else: approve_and_sync
    - notify: finance_ops
  retries: 3
  on_error: escalate
  sla: 4h
Workflow orchestration

Chain models, tools, and approvals into one flow

Real automation rarely stops at one step. We orchestrate multi-step workflows with conditional logic, retries, and approval gates built in — connected to the tools your team already uses.

  • AI model integration into business applications
  • Private AI deployments and secure AI architecture
  • MLOps and AI model lifecycle management
  • AI strategy and use-case assessment
  • AI governance, monitoring, and responsible AI controls
How we deliver

From messy process to reliable system

1.0
Audit Map the workflow and its failure points
2.0
Prototype Validate against real data fast
3.0
Integrate Connect it to your real tools and data
4.0
Monitor Track accuracy and retrain as things shift

Have a project in mind?

Tell us what you’re building — we’ll scope the right team and timeline.

Talk to us